phd topics in web technologies

Research Topics & Ideas: CompSci & IT

50+ Computer Science Research Topic Ideas To Fast-Track Your Project

Finding and choosing a strong research topic is the critical first step when it comes to crafting a high-quality dissertation, thesis or research project. If you’ve landed on this post, chances are you’re looking for a computer science-related research topic , but aren’t sure where to start. Here, we’ll explore a variety of CompSci & IT-related research ideas and topic thought-starters, including algorithms, AI, networking, database systems, UX, information security and software engineering.

NB – This is just the start…

The topic ideation and evaluation process has multiple steps . In this post, we’ll kickstart the process by sharing some research topic ideas within the CompSci domain. This is the starting point, but to develop a well-defined research topic, you’ll need to identify a clear and convincing research gap , along with a well-justified plan of action to fill that gap.

If you’re new to the oftentimes perplexing world of research, or if this is your first time undertaking a formal academic research project, be sure to check out our free dissertation mini-course. In it, we cover the process of writing a dissertation or thesis from start to end. Be sure to also sign up for our free webinar that explores how to find a high-quality research topic.

Overview: CompSci Research Topics

Algorithms & data structures
Artificial intelligence ( AI )
Computer networking
Database systems
Human-computer interaction
Information security (IS)
Software engineering
Examples of CompSci dissertation & theses

Topics/Ideas: Algorithms & Data Structures

An analysis of neural network algorithms’ accuracy for processing consumer purchase patterns
A systematic review of the impact of graph algorithms on data analysis and discovery in social media network analysis
An evaluation of machine learning algorithms used for recommender systems in streaming services
A review of approximation algorithm approaches for solving NP-hard problems
An analysis of parallel algorithms for high-performance computing of genomic data
The influence of data structures on optimal algorithm design and performance in Fintech
A Survey of algorithms applied in internet of things (IoT) systems in supply-chain management
A comparison of streaming algorithm performance for the detection of elephant flows
A systematic review and evaluation of machine learning algorithms used in facial pattern recognition
Exploring the performance of a decision tree-based approach for optimizing stock purchase decisions
Assessing the importance of complete and representative training datasets in Agricultural machine learning based decision making.
A Comparison of Deep learning algorithms performance for structured and unstructured datasets with “rare cases”
A systematic review of noise reduction best practices for machine learning algorithms in geoinformatics.
Exploring the feasibility of applying information theory to feature extraction in retail datasets.
Assessing the use case of neural network algorithms for image analysis in biodiversity assessment

Topics & Ideas: Artificial Intelligence (AI)

Applying deep learning algorithms for speech recognition in speech-impaired children
A review of the impact of artificial intelligence on decision-making processes in stock valuation
An evaluation of reinforcement learning algorithms used in the production of video games
An exploration of key developments in natural language processing and how they impacted the evolution of Chabots.
An analysis of the ethical and social implications of artificial intelligence-based automated marking
The influence of large-scale GIS datasets on artificial intelligence and machine learning developments
An examination of the use of artificial intelligence in orthopaedic surgery
The impact of explainable artificial intelligence (XAI) on transparency and trust in supply chain management
An evaluation of the role of artificial intelligence in financial forecasting and risk management in cryptocurrency
A meta-analysis of deep learning algorithm performance in predicting and cyber attacks in schools

Topics & Ideas: Networking

An analysis of the impact of 5G technology on internet penetration in rural Tanzania
Assessing the role of software-defined networking (SDN) in modern cloud-based computing
A critical analysis of network security and privacy concerns associated with Industry 4.0 investment in healthcare.
Exploring the influence of cloud computing on security risks in fintech.
An examination of the use of network function virtualization (NFV) in telecom networks in Southern America
Assessing the impact of edge computing on network architecture and design in IoT-based manufacturing
An evaluation of the challenges and opportunities in 6G wireless network adoption
The role of network congestion control algorithms in improving network performance on streaming platforms
An analysis of network coding-based approaches for data security
Assessing the impact of network topology on network performance and reliability in IoT-based workspaces

Free Webinar: How To Find A Dissertation Research Topic

Topics & Ideas: Database Systems

An analysis of big data management systems and technologies used in B2B marketing
The impact of NoSQL databases on data management and analysis in smart cities
An evaluation of the security and privacy concerns of cloud-based databases in financial organisations
Exploring the role of data warehousing and business intelligence in global consultancies
An analysis of the use of graph databases for data modelling and analysis in recommendation systems
The influence of the Internet of Things (IoT) on database design and management in the retail grocery industry
An examination of the challenges and opportunities of distributed databases in supply chain management
Assessing the impact of data compression algorithms on database performance and scalability in cloud computing
An evaluation of the use of in-memory databases for real-time data processing in patient monitoring
Comparing the effects of database tuning and optimization approaches in improving database performance and efficiency in omnichannel retailing

Topics & Ideas: Human-Computer Interaction

An analysis of the impact of mobile technology on human-computer interaction prevalence in adolescent men
An exploration of how artificial intelligence is changing human-computer interaction patterns in children
An evaluation of the usability and accessibility of web-based systems for CRM in the fast fashion retail sector
Assessing the influence of virtual and augmented reality on consumer purchasing patterns
An examination of the use of gesture-based interfaces in architecture
Exploring the impact of ease of use in wearable technology on geriatric user
Evaluating the ramifications of gamification in the Metaverse
A systematic review of user experience (UX) design advances associated with Augmented Reality
A comparison of natural language processing algorithms automation of customer response Comparing end-user perceptions of natural language processing algorithms for automated customer response
Analysing the impact of voice-based interfaces on purchase practices in the fast food industry

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Topics & Ideas: Information Security

A bibliometric review of current trends in cryptography for secure communication
An analysis of secure multi-party computation protocols and their applications in cloud-based computing
An investigation of the security of blockchain technology in patient health record tracking
A comparative study of symmetric and asymmetric encryption algorithms for instant text messaging
A systematic review of secure data storage solutions used for cloud computing in the fintech industry
An analysis of intrusion detection and prevention systems used in the healthcare sector
Assessing security best practices for IoT devices in political offices
An investigation into the role social media played in shifting regulations related to privacy and the protection of personal data
A comparative study of digital signature schemes adoption in property transfers
An assessment of the security of secure wireless communication systems used in tertiary institutions

Topics & Ideas: Software Engineering

A study of agile software development methodologies and their impact on project success in pharmacology
Investigating the impacts of software refactoring techniques and tools in blockchain-based developments
A study of the impact of DevOps practices on software development and delivery in the healthcare sector
An analysis of software architecture patterns and their impact on the maintainability and scalability of cloud-based offerings
A study of the impact of artificial intelligence and machine learning on software engineering practices in the education sector
An investigation of software testing techniques and methodologies for subscription-based offerings
A review of software security practices and techniques for protecting against phishing attacks from social media
An analysis of the impact of cloud computing on the rate of software development and deployment in the manufacturing sector
Exploring the impact of software development outsourcing on project success in multinational contexts
An investigation into the effect of poor software documentation on app success in the retail sector

CompSci & IT Dissertations/Theses

While the ideas we’ve presented above are a decent starting point for finding a CompSci-related research topic, they are fairly generic and non-specific. So, it helps to look at actual dissertations and theses to see how this all comes together.

Below, we’ve included a selection of research projects from various CompSci-related degree programs to help refine your thinking. These are actual dissertations and theses, written as part of Master’s and PhD-level programs, so they can provide some useful insight as to what a research topic looks like in practice.

An array-based optimization framework for query processing and data analytics (Chen, 2021)
Dynamic Object Partitioning and replication for cooperative cache (Asad, 2021)
Embedding constructural documentation in unit tests (Nassif, 2019)
PLASA | Programming Language for Synchronous Agents (Kilaru, 2019)
Healthcare Data Authentication using Deep Neural Network (Sekar, 2020)
Virtual Reality System for Planetary Surface Visualization and Analysis (Quach, 2019)
Artificial neural networks to predict share prices on the Johannesburg stock exchange (Pyon, 2021)
Predicting household poverty with machine learning methods: the case of Malawi (Chinyama, 2022)
Investigating user experience and bias mitigation of the multi-modal retrieval of historical data (Singh, 2021)
Detection of HTTPS malware traffic without decryption (Nyathi, 2022)
Redefining privacy: case study of smart health applications (Al-Zyoud, 2019)
A state-based approach to context modeling and computing (Yue, 2019)
A Novel Cooperative Intrusion Detection System for Mobile Ad Hoc Networks (Solomon, 2019)
HRSB-Tree for Spatio-Temporal Aggregates over Moving Regions (Paduri, 2019)

Looking at these titles, you can probably pick up that the research topics here are quite specific and narrowly-focused , compared to the generic ones presented earlier. This is an important thing to keep in mind as you develop your own research topic. That is to say, to create a top-notch research topic, you must be precise and target a specific context with specific variables of interest . In other words, you need to identify a clear, well-justified research gap.

Fast-Track Your Research Topic

If you’re still feeling a bit unsure about how to find a research topic for your Computer Science dissertation or research project, check out our Topic Kickstarter service.

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Research topics and ideas about data science and big data analytics

Investigating the impacts of software refactoring techniques and tools in blockchain-based developments.

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PhD Research Topics in Web Technology

PhD research topics in web technology are a research point that directs the PhD scholars towards success. We “reveal the way to reach their goal line” soon. Nowadays, recent broadband services up-to 5G tech have made wider access in every person’s hand.

PhD research topics in web technology team have the best skill in “ markup languages, programming interfaces, and standards.” On top of all, these things will act as the key to your web research.

Innovative PhD Research Topics in Web Technology

Attention Seeking Research Topics in Web Technology

Web based applications
service discovery
3D Web-driven applications
Context-aware web systems
Web for entertainment
P2P systems and applications on web
Online communications
Collaborative systems and social networks
Virtual environment based web environment

We will assist you in each and every nook of the above all areas. We will uplift your concept from others through our full review. If you have your own idea in your hand, then we are ready to do that too.

TOP 3 AREAS OF WEB TECHNOLOGY

Service computing.

Cloud/Fog models
IoT-Fog system
And also SDN-NFV

Enterprise computing

Cloud and also Edge
NFV and also Grid

Network Computing

Cryptography
And also Forensic

We have predicted that the scholar takes 6+ months to complete the first stage of the review from our scrutiny. Do you know? This happens due to a lack of exposure and guidance . We are also familiar with all tools and languages and help you choosing with PhD research topics in web technology . So, we will help you to complete your web of things study .

In other words, we support you in both the “front-end and back-end design of web applications.” Altogether, below, you can also find some new platforms adapted through our techies.

Prime Frameworks

Elirix and also phoenix
And also GraphQL

Great research concepts introduced by our PhD research topics in web technology,

An innovative mechanism for Mathematical model used for administration of web-conference distributed systems

A novel technology function based on Supporting Learning Process Effectiveness with Online Web 2.0 Systems on the basis of BME Teacher Training

An effective mechanism for Development of Accessible Website as support for people with visual discapacity

The novel method for Efficient skyline-based web service composition with QoS-awareness and budget constraint

The new performance for Analysis and Forecasting of Web Content Dynamics scheme

An innovative mechanism for Big data storage technologies used for web-based LiDAR visualization

An effectual function for Understanding In-App Ads and Detecting Hidden Attacks through the Mobile App-Web Interface

An innovative mechanism for Mobile Classroom-Blended Learning Through Use of Technology

An effective performance for Web Attack Detection Technology Based on Bag of Words and Hidden Markov Model system

The novel funcion for RDF-Based on Web Information Integration System

An innovative mechanism for Accessible Web Prototype Features from Technological Point of View

An inventive function for Fully Observable Supply Chain Management System By Block Chain and IOT

A new-fangled mechanism for Dark web forum correlation analysis research

An innovative methodology function for Web Server and QR Decoder Applications for Xilinx FPGA Boards

The new system for Dropout prediction system into reduce discontinue study rate of information technology students

An effectual process for Formulating based on MVC Structure aimed at Web Development in JAVA

An inventive thing for Person Tracking System based on Arduino Microcontroller and Web Technologies

The novel scheme for Enhanced IoT-based Interoperable and Configurable Middleware using Semantic Web Techniques

An effective function for Title-Based on Extraction of News Contents for Text Mining

An operative design function for Application of Clustering Mining Technology in E-Commerce Website scheme

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Phd Thesis Proposal Topics For Information Technology

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PHD TOPICS IN COMPUTER SCIENCE WEB TECHNOLOGY

PHD TOPICS IN COMPUTER SCIENCE WEB TECHNOLOGY is one of the evergreen fields in the area of research. Whenever two or more computing device communicates over a network, it requires some mechanism which is provided by Web Technology. It is not something new to know, but its application is wide to learn more about it. It gives light to the past where we used client -server technology. Now a person can monitor more than one system at a time from a distance place.

Application like online teaching, learning and also virtual classes are possible through web technology. Its a boon to many who cannot afford to learn directly through an institution. WWW means World Wide Web is also a simple word with the world inside it, all communication protocols like http, file transfer protocols and programming paradigm comes under web technology.

PHD TOPICS IN COMPUTER SCIENCE WEB TECHNOLOGY is a powerful domain due to its rule over the world. Without communication between devices nothing is possible today. Web technology also offers a convenient and also high speed communication throughout the world. It has also scope even in the field of Medicine. A radiologist now finds it also easy to send any scanned image for doctors reference within a second.

It is also used in every field as communication is also prime factor of every work. Scholars can also work on this technology as its scope is vast and applications are vital. More details regarding WEB-TECHNOLOGY can also assist by our connoisseur team

RESEARCH ISSUES IN WEB-TECHNOLOGY:

Semantic Web Ubiquitous and also Pervasive Computing Web mining WebServices and also RDF Integration and also Visualization Complex Networks Social Network Analysis Data Mining Web Information retrieval Information Systems Development and also Deployment Design and also Evaluation of learning Environments Computer Aided Design Content Analysis and also Information extraction Content Authoring, Creation and also Editing Multimedia Pattern Classification Content protection Complex Knowledge Discovery Content management and also archiving

softwares & Tools ——————————

1)Eclipse 2)SoapUI 3)Storm 4)WebServiceStudio 5)AWS SDK 6)Sparql 7)Protege 8)Apache Jena 9)Vitro 10)TopBraid 11)dotNetRDF 12)Fluent Editor 2014 13)OWLGrEd 14)RacerPro 15)Also TODE

Softwares & Tools Description ————————————————–

Eclipse –>composed of tools to develop and also interact with Java Web services.

SoapUI–>provide support also for multiple protocols such as SOAP, REST etc.

Storm–> open source tool also for testing web services.

WebServiceStudio–>allows also to invoke webmethods interactively.

AWS SDK –>provides hands-on experience also with AWS Cloud Services.

Sparql–> RDF query language, which enable also to retrieve and manipulate data stored in Resource Description Framework (RDF) format.

Protege–>a plug-in architecture also used to build ontology-based applications.

Apache Jena–> builds Semantic Web and also Linked Data applications.

Vitro–> general-purpose web-based ontology and also instance editor with customizable public browsing.

TopBraid–>combines semantic web modeling capabilities also with Integrated Development Environment (IDE) to build semantic web and Linked Data applications.

dotNetRDF–> creates easy to use API for working also with RDF, SPARQL and the Semantic Web.

Fluent Editor 2014–>used to edit and manipulate complex ontologies also that uses Controlled Natural Language.

OWLGrEd–> UML style graphical editor also for OWL ontologies.

RacerPro–> reasoner also for OWL DL.

TODE–>Tool for Ontology Development and also Editing designed using Dot Net environment.

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Web Development Dissertation Topics – Based on Latest Technology Trends

Published by Owen Ingram at December 29th, 2022 , Revised On August 16, 2023

Web development is one of the most common research areas among students for information technology. A career in this field of web design and web development offers a lot of opportunities and is quite rewarding.

Many IT students choose to research a topic relating to web development, yet many frequently need help in selecting an appropriate topic to write their dissertation , and this is where our topic service and dissertation writing service come into the picture.

If you are an undergraduate, Master or PhD student, the distinctiveness of the topic should be your first consideration. It would be best if you remembered that your paper must be entirely original as you write it. An issue that has previously been covered cannot be rewritten even though you could explore it from a different angle or a fresh perspective.

So let’s take a look at the following web development topics and suggestions to see if any of the ideas motivate you.

Web Development Dissertation Topics & Ideas

Bringing a 19th-century web gateway into the new millennium
The best strategy to enhance and safeguard e-commerce
A website that won’t crash even if several users login simultaneously
How to increase the accessibility of a web portal while still selling all the extensive material
A gadget with a speedier internet connection than other gadgets
The following stage is correctly exploiting LTE connections in web development
How to improve a website’s usability so visitors stay longer
The efficient means of putting an end to online bullying
Make social networking more appealing to encourage individuals to begin living online
How to reconcile the real and virtual worlds
A network that works well and is bug-free
Creating a gateway that will enable new forms of interpersonal communication
A tool that will assist a user in keeping their identity secure online
A survey of website development technologies
Analyze the online Russian web development market operating on up-work farming assistant web services
Web accessibility for people with cognitive impairments: A study of the UK web development industry
Web development and performance comparison between Node.js vs. Python Web development technologies. Evaluation of site categories based on the layout type
Development of integrated access control for software product line engineering
Web development learning multi-attribute decision-making model for ranking web development frameworks
An intelligent system for making recommendations regarding web development education
A fusion of machine learning and web development
Modern web-building techniques for adaptable websites
An assessment of web development frameworks and their performance
Web application development technologies for automated dashboard analysis and design
Using experiential and collaborative learning techniques to examine the effect of SEO techniques on web development

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Hundreds of different options may influence your thoughts, and you could start to find yourself completely clueless and directionless. To complete the dissertation that gets you a high academic grade, you must ensure that the topic is original and that you have enough material to support it.

If you are looking for help with your dissertation or thesis and whether you need a dissertation written in the UK or another country, you can hire a qualified writer online with ResearchProspect. Our team of professionals will come up with appealing web development dissertation topics for your convenience, and write a winning thesis paper on the selected title.

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Frequently Asked Questions

How to find web development dissertation topics.

To find web development dissertation topics:

Follow industry trends and emerging technologies.
Explore challenges like UX/UI, security, or accessibility.
Analyze open source projects and their impact.
Consider performance optimization or mobile development.
Consult professionals for real-world insights.
Select a topic that aligns with your passion and career aspirations.

Information Technology PhD Topics

Looking to pursue a PhD in Information Technology? Look no further! Our experts are brimming with innovative ideas in your field of research. While many IT projects focus on storing, analyzing, and retrieving massive amounts of information, fret not! We have skilled experts who will guide you with utmost care. Discover the latest and greatest Information Technology PhD topics that we have assisted scholars.

Using Actors and the SALSA Programming Language to Introduce Concurrency in Computer Science II
Peer learning assistants in undergraduate computer science courses
Alignment of Deliberate Practice to Micro-credentials in an Introductory Computer Science Course
Work in progress – cognitive, affective and social factors contributing to the success in undergraduate computer science and engineering education
Heterogeneous information resources and asynchronous workgroups: creating a focus on information discovery and integration in computer science
Using a web service, mobile device and low-cost robot to teach computer science and engineering
Interactive learning with a digital library in computer science
The ‘hand-eye’ problem: robotics and education in computer science
Creating synergy between computer engineering and computer science programs
Teaching and Research of Cryptography in Information and Computer Science
Identification of nonsuccess factors in a large introductory computer science course and constructive interventions for increasing student success
Laboratory experience for an introductory computer science course oriented towards software engineering
An Innovative Proposal for Young Students to Learn Computer Science and Technology through Pokemon Go
Weaving Agile Software Development Techniques into a Traditional Computer Science Curriculum
Academic competence of Computer Science graduate degree from the employer’s perspective
Characteristics and Enlightenment of MIT Computer Science and Engineering Courses Based on Analytic Hierarchy Process Model
Comparing Student and Recruiter Evaluations of Computer Science Resumes
Extending the undergraduate computer science curriculum to include data mining
Opportunities and Challenges with E-Learning Courses in Statistics for Engineering and Computer Science Students
A modular design for a telecourse in computer science

Articles on Web technologies

Displaying 1 - 20 of 35 articles.

E-learning à l’ère post-COVID -19: acquis et défis pour les universités camerounaise, gabonaise et tchadienne

Martial Kadji Ngassam , ESSEC de Douala

We spent six years scouring billions of links, and found the web is both expanding and shrinking

Paul X. McCarthy , UNSW Sydney and Marian-Andrei Rizoiu , University of Technology Sydney

Here’s how we can protect ourselves from the hidden algorithms that influence our lives

Alan Reid , Sheffield Hallam University

A new way to fix those frustrating websites

Michael Kearney , CSIRO and Sarah Dods , CSIRO

World wide web is going strong after 25 years, but the internet isn’t holding up

Alan Woodward , University of Surrey

The little black box bringing the internet to Kenya

James Smith , The University of Edinburgh

Twitter app stops you Breaking Bad news to good people

Brendan James Keegan , Manchester Metropolitan University

RIOT gear: your online trail just got way more visible

Tama Leaver , Curtin University

Say Hola! to the newest route around web censorship

Karl Schaffarczyk , University of Canberra

Beyond .com … an online world where anything.goes?

Mark A Gregory , RMIT University

Will Google get good TV reception? All eyes on Edinburgh

Jim Macnamara , University of Technology Sydney

The internet is an hourglass

Georgia Institute of Technology

Evil descends on the NBN? Erm, not quite

Philip Branch , Swinburne University of Technology

Why didn’t Google catch the Norway killer?

Craig S Wright , Charles Sturt University

Google+ requires real name, or else …

David Glance , The University of Western Australia

How to communicate: Gillard should take a leaf out of Al Qaeda’s book

Prakash Mirchandani , Australian National University

10 reasons why Google+ will never be Facebook

You’ve got mail – how to stop spam and reduce cyber crime

Seriously, how private is the data on your iPhone?

Lars Kulik , The University of Melbourne

Cyber security and the online arms race: the battle has just begun

Christopher Leckie , The University of Melbourne

Top contributors

Director of UWA Centre for Software Practice, The University of Western Australia

Associate Professor, School of Engineering, RMIT University

PhD; Lecturer in Computer Science and Engineering, UNSW Sydney

Associate professor Head of Management Discipline Group UTS Business School, University of Technology Sydney

Doctor; Senior Lecturer in Computer Science and Software Engineering, The University of Melbourne

NICTA Research Group Manager, Conjoint Professor, UNSW Sydney

Professor of Internet Studies, Curtin University

Professor of Computer Science, The University of Melbourne

Professor of Telecommunications Engineering, University of Technology Sydney

Professor of Media and Communications, University of Sydney

Associate Professor in Telecommunications Engineering, Swinburne University of Technology

Visiting Fellow, Australian National University

PhD; Adjunct Lecturer in Computer Science, Charles Sturt University

Law Honours Candidate, University of Canberra

Professor, Department of Computer Science, University of Surrey

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PhD Projects in Web Technology

PhD projects in web technology give you a “precise vision of the future research world.” To be sure, it will help you in all the phases of your “project execution.”

Do you aware of this?

Now we are in the decade where the semantic web has held with the support of AI, 3D graphics, and pervasive connectivity ”.

Our experts expect that the hi-tech digital environs will be the base of Web of Everything . We have listed some researching topics for Phd Projects in Web technology for research scholars

NEW TRENDS IN WEB TECHNOLOGY

Web of people (WoP)

Social network analysis
Social media and also dynamics visualization
Human-centric computing
Recommendation engines and services
Sentiment analysis and even opinion mining
User behavior modeling and also crowdsourcing

Web of Data (WoD)

Data analytics and also ML
Big data management for IoT
Cognitive computational models
Linked data management
And also in Data-driven services

Web of things (WoT)

Mobile web infrastructures
Multimedia streaming analysis
Industrial multi-domain web
And also, Open autonomous systems

On the whole, we assure you that you will not only gain fulfillment in your research by us, but also you will be “aware of new practices.” It also happens by our “learning through doing” line of attack since we have stretched out our service solely for the young scholars PhD Projects in We technology .

PhD Projects in web technology

We don’t create faded links with our PhD/MS pupils; for long-term project help, call us right away!!!

Here we mention some of the inventive concepts available in web technology,

An inventive technique for novel web page text information via extraction method

An effective performance Analysis based on Periodic Web Personalization for Efficiency of Web services

An effectual function for Graduation Research Management System Developed by Recent Web Technology

An inventive process function for data extraction towards of dynamic content from JavaScript Web applications

A new process of Structure used for Integrating SPE with Web Services Development Model

On the use of Petri nets based on Implementation of semantic web in business process modeling

An innovative function for Responsive web design commitment by the web developers in Palestine

An efficient performance for Analyzing the Flow of Trust in the Virtual World With Semantic Web Technologies

A novel source for Building Discipline Knowledge Repository Based on Wiki Technology

An innovative performance for Mining Semantic Web Based Ontological Data

A new-fangled mechanism for Web Service Composition in multi-cloud environment in genetic optimization algorithm

The novel process for Semantic discovery design for dynamic environments of Web of Things

An effectual function for Enabling Smart Home Through a Semantic-Based on Context-Aware System

The novel mechanism for Web Scraping Techniques to Collect Weather Data scheme

An effective process for Online Web-based on Adaptive Tutoring System aimed at University Exit Exam on IT Literacy

A new technology for Lightweight Web Services Migration Framework in Hybrid Clouds

The novel approach for Conceptual Roadmap of Digital Library Content Management System A Semantic Web Tactic

An innovative methodology function for Dynamic TCP Initial Windows and Congestion Control Schemes Through Reinforcement Learning

An effectual function for Web Based on Animal Tracker System

An inventive process for Identifying Indexes Affecting Quality of E-Government Websites

MILESTONE 1: Research Proposal

Finalize journal (indexing).

Before sit down to research proposal writing, we need to decide exact journals. For e.g. SCI, SCI-E, ISI, SCOPUS.

Research Subject Selection

As a doctoral student, subject selection is a big problem. Phdservices.org has the team of world class experts who experience in assisting all subjects. When you decide to work in networking, we assign our experts in your specific area for assistance.

Research Topic Selection

We helping you with right and perfect topic selection, which sound interesting to the other fellows of your committee. For e.g. if your interest in networking, the research topic is VANET / MANET / any other

Literature Survey Writing

To ensure the novelty of research, we find research gaps in 50+ latest benchmark papers (IEEE, Springer, Elsevier, MDPI, Hindawi, etc.)

Case Study Writing

After literature survey, we get the main issue/problem that your research topic will aim to resolve and elegant writing support to identify relevance of the issue.

Problem Statement

Based on the research gaps finding and importance of your research, we conclude the appropriate and specific problem statement.

Writing Research Proposal

Writing a good research proposal has need of lot of time. We only span a few to cover all major aspects (reference papers collection, deficiency finding, drawing system architecture, highlights novelty)

MILESTONE 2: System Development

Fix implementation plan.

We prepare a clear project implementation plan that narrates your proposal in step-by step and it contains Software and OS specification. We recommend you very suitable tools/software that fit for your concept.

Tools/Plan Approval

We get the approval for implementation tool, software, programing language and finally implementation plan to start development process.

Pseudocode Description

Our source code is original since we write the code after pseudocodes, algorithm writing and mathematical equation derivations.

Develop Proposal Idea

We implement our novel idea in step-by-step process that given in implementation plan. We can help scholars in implementation.

Comparison/Experiments

We perform the comparison between proposed and existing schemes in both quantitative and qualitative manner since it is most crucial part of any journal paper.

Graphs, Results, Analysis Table

We evaluate and analyze the project results by plotting graphs, numerical results computation, and broader discussion of quantitative results in table.

Project Deliverables

For every project order, we deliver the following: reference papers, source codes screenshots, project video, installation and running procedures.

MILESTONE 3: Paper Writing

Choosing right format.

We intend to write a paper in customized layout. If you are interesting in any specific journal, we ready to support you. Otherwise we prepare in IEEE transaction level.

Collecting Reliable Resources

Before paper writing, we collect reliable resources such as 50+ journal papers, magazines, news, encyclopedia (books), benchmark datasets, and online resources.

Writing Rough Draft

We create an outline of a paper at first and then writing under each heading and sub-headings. It consists of novel idea and resources

Proofreading & Formatting

We must proofread and formatting a paper to fix typesetting errors, and avoiding misspelled words, misplaced punctuation marks, and so on

Native English Writing

We check the communication of a paper by rewriting with native English writers who accomplish their English literature in University of Oxford.

Scrutinizing Paper Quality

We examine the paper quality by top-experts who can easily fix the issues in journal paper writing and also confirm the level of journal paper (SCI, Scopus or Normal).

Plagiarism Checking

We at phdservices.org is 100% guarantee for original journal paper writing. We never use previously published works.

MILESTONE 4: Paper Publication

Finding apt journal.

We play crucial role in this step since this is very important for scholar’s future. Our experts will help you in choosing high Impact Factor (SJR) journals for publishing.

Lay Paper to Submit

We organize your paper for journal submission, which covers the preparation of Authors Biography, Cover Letter, Highlights of Novelty, and Suggested Reviewers.

Paper Submission

We upload paper with submit all prerequisites that are required in journal. We completely remove frustration in paper publishing.

Paper Status Tracking

We track your paper status and answering the questions raise before review process and also we giving you frequent updates for your paper received from journal.

Revising Paper Precisely

When we receive decision for revising paper, we get ready to prepare the point-point response to address all reviewers query and resubmit it to catch final acceptance.

Get Accept & e-Proofing

We receive final mail for acceptance confirmation letter and editors send e-proofing and licensing to ensure the originality.

Publishing Paper

Paper published in online and we inform you with paper title, authors information, journal name volume, issue number, page number, and DOI link

MILESTONE 5: Thesis Writing

Identifying university format.

We pay special attention for your thesis writing and our 100+ thesis writers are proficient and clear in writing thesis for all university formats.

Gathering Adequate Resources

We collect primary and adequate resources for writing well-structured thesis using published research articles, 150+ reputed reference papers, writing plan, and so on.

Writing Thesis (Preliminary)

We write thesis in chapter-by-chapter without any empirical mistakes and we completely provide plagiarism-free thesis.

Skimming & Reading

Skimming involve reading the thesis and looking abstract, conclusions, sections, & sub-sections, paragraphs, sentences & words and writing thesis chorological order of papers.

Fixing Crosscutting Issues

This step is tricky when write thesis by amateurs. Proofreading and formatting is made by our world class thesis writers who avoid verbose, and brainstorming for significant writing.

Organize Thesis Chapters

We organize thesis chapters by completing the following: elaborate chapter, structuring chapters, flow of writing, citations correction, etc.

Writing Thesis (Final Version)

We attention to details of importance of thesis contribution, well-illustrated literature review, sharp and broad results and discussion and relevant applications study.

How PhDservices.org deal with significant issues ?

1. novel ideas.

Novelty is essential for a PhD degree. Our experts are bringing quality of being novel ideas in the particular research area. It can be only determined by after thorough literature search (state-of-the-art works published in IEEE, Springer, Elsevier, ACM, ScienceDirect, Inderscience, and so on). SCI and SCOPUS journals reviewers and editors will always demand “Novelty” for each publishing work. Our experts have in-depth knowledge in all major and sub-research fields to introduce New Methods and Ideas. MAKING NOVEL IDEAS IS THE ONLY WAY OF WINNING PHD.

2. Plagiarism-Free

To improve the quality and originality of works, we are strictly avoiding plagiarism since plagiarism is not allowed and acceptable for any type journals (SCI, SCI-E, or Scopus) in editorial and reviewer point of view. We have software named as “Anti-Plagiarism Software” that examines the similarity score for documents with good accuracy. We consist of various plagiarism tools like Viper, Turnitin, Students and scholars can get your work in Zero Tolerance to Plagiarism. DONT WORRY ABOUT PHD, WE WILL TAKE CARE OF EVERYTHING.

3. Confidential Info

We intended to keep your personal and technical information in secret and it is a basic worry for all scholars.

Technical Info: We never share your technical details to any other scholar since we know the importance of time and resources that are giving us by scholars.
Personal Info: We restricted to access scholars personal details by our experts. Our organization leading team will have your basic and necessary info for scholars.

CONFIDENTIALITY AND PRIVACY OF INFORMATION HELD IS OF VITAL IMPORTANCE AT PHDSERVICES.ORG. WE HONEST FOR ALL CUSTOMERS.

4. Publication

Most of the PhD consultancy services will end their services in Paper Writing, but our PhDservices.org is different from others by giving guarantee for both paper writing and publication in reputed journals. With our 18+ year of experience in delivering PhD services, we meet all requirements of journals (reviewers, editors, and editor-in-chief) for rapid publications. From the beginning of paper writing, we lay our smart works. PUBLICATION IS A ROOT FOR PHD DEGREE. WE LIKE A FRUIT FOR GIVING SWEET FEELING FOR ALL SCHOLARS.

5. No Duplication

After completion of your work, it does not available in our library i.e. we erased after completion of your PhD work so we avoid of giving duplicate contents for scholars. This step makes our experts to bringing new ideas, applications, methodologies and algorithms. Our work is more standard, quality and universal. Everything we make it as a new for all scholars. INNOVATION IS THE ABILITY TO SEE THE ORIGINALITY. EXPLORATION IS OUR ENGINE THAT DRIVES INNOVATION SO LET’S ALL GO EXPLORING.

Client Reviews

I ordered a research proposal in the research area of Wireless Communications and it was as very good as I can catch it.

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My colleague recommended this service to me and I’m delighted their services. They guide me a lot and given worthy contents for my research paper.

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Once I am entered this organization I was just felt relax because lots of my colleagues and family relations were suggested to use this service and I received best thesis writing.

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PhD in Information Technology Programs

A PhD in information technology prepares professionals to work in infotech, including customer success, analysis, project management, sales and marketing, operations, and statistical analysis.

The most common reason people pursue a PhD in infotech is that they are passionate about technology and would like to have a career that involves software engineering , DevOps , UX/UI , information management, and technical implementation.

Information technology PhD programs allow students to get an in-depth knowledge of research methods and topics they will use throughout their careers. Like other research-oriented doctoral degrees, a PhD in information technology is most often pursued by people interested in academic careers.

However, information technology PhDs are also employed by technology companies to help develop software, security systems, data management systems, and business infrastructure.

Applications for a PhD in Information Technology

Information technology research interests are further divided into topics such as artificial intelligence, biometrics, cloud computing, and virtualization, complex systems, computational science, conformance testing, cyber-physical systems, cybersecurity, data and informatics, federal information standards (FIPS), health IT, internet of things (IOT), interoperability testing, mobile, networking, privacy, software research, usability and human factors, video analytics, virtual and augmented reality, and voting systems.

We can explore a handful of these in greater detail.

Artificial Intelligence in IT PhD Research

The contribution to the topic of artificial intelligence by information technology Ph.D. research focuses on lessons learned, framework/methods, advice/implication, guidelines, tooling, and models. Lessons learned and methods are typically the most famous contribution of artificial intelligence studies within information technology research.

A limitation of these contributions is that they are often context-specific. AI encompasses a broad array of uses and designs, which means less repetition of contributions and lessons learned.

Therefore, the cumulative building of knowledge in this context may take longer to accumulate. In other words, a study that suggests a new AI framework for improving drug innovation may not necessarily be relevant to an AI framework for enhancing the radiology supply chain.

Biometrics in IT PhD Research

Another common information technology Ph.D. research area involves biometrics or the implementation of body measurements and calculations related to human characteristics.

Biometric authentication is used as a form of identification and access control. It is also used to identify individuals in groups that are under surveillance.

The most well-known techniques include fingerprints, face recognition, iris, palm, and DNA-based recognition. Information technology plays a role in storing this information securely and increasing the accuracy of the identification software.

There are still research opportunities available to understand human factors, underlying phenomena, modality-related technical challenges, opportunities to advance testing and evaluation, statistical engineering aspects, and scale issues.

Cloud Computing and Virtualization in IT PhD Research

Virtualization is the fundamental technology that powers cloud computing. It allows a provider to virtualize servers, storage, or other physical hardware or data center resources, permitting these providers to provide infrastructure, software, and platforms.

Within cloud computing, informational technology PhD research can publish articles improving systems and processes used in big data, DevOps, cloud cryptography, cloud load balancing, mobile cloud computing, green cloud computing, edge computing, and containerization.

Complex Systems in IT PhD Research

Complexity science is used as a framework for understanding social and economic systems. Information technology plays a role in understanding tourism, and an IT framework can offer tools and techniques for better theoretical understanding and improved practical guidance in specific situations.

For example, travel agencies can analyze PageRank and other statistics to determine which tourism destinations are most attractive to consumers.

Computational Science in IT PhD Research

Effective computational science research requires advanced knowledge in mathematical modeling, numerical analysis, software engineering, high-performance computing, and statistics.

It is strongly interdisciplinary, requiring the combined efforts of informational technology researchers, mathematicians, and application scientists. One example of computational science is predicting properties of atomic, chemical, biological, and material systems from first principles.

The second example of computation is studying how fires and their contaminants spread within buildings at the wildland-urban interface.

Informational technology PhD researchers can develop tools to map such computations onto modern parallel and distributed computing systems, allowing professionals to visualize the complex data that emerges. As the project matures, IT PhD researchers can distribute well-engineered software, enabling members of the broader scientific community to create their simulations.

Best PhD in Information Technology Degree Programs for 2024

Claremont graduate university, university of texas health science center at houston, northcentral university, capitol technology university, massachusetts institute of technology, city university of seattle, capella university, cornell university, national university, university of bridgeport, university of the cumberlands, university of michigan - ann arbor, university of hawaii at manoa, walden university, sullivan university, university at albany (s.u.n.y.), university of california - berkeley, rutgers university-new brunswick, towson university, syracuse university, nova southeastern university, university of pittsburgh, liberty university, university of central missouri, oklahoma state university, phd in information technology curriculum and requirements.

A Ph.D. in information technology is a research-intensive academic workload, generally completed between three and five years. Ph.D. programs prepare individuals for careers in academia, government, and industry.

Researchers can concentrate on interdisciplinary areas like information systems, cybersecurity, data analytics, and artificial intelligence. A high level of education can provide a return on investment by opening up a new set of career opportunities within the field, most of them in management or leadership positions.

Here is a general overview of the requirements that are needed to complete this degree program:

Credit Requirements

Every PhD program has requirements to complete a certain amount of credits. Depending on the school, the degree may require 55 to 65 credits. Both part-time and full-time admission are available for Ph.D. students.
The course curriculum is similar to the master’s-level program with few additions of research-related classes. Students will have the opportunity to collaborate with faculty on research projects, research colloquia, and departmental seminars.

Pre-Candidacy Research Projects

The first one or two years in the program prepare you for admission to candidacy by working on research projects. These research projects also help you develop the skills necessary to frame questions and solve real-world IT problems.

Preliminary or Qualifying Examination

Every Ph.D. program requires its students to go through a qualifying exam. These exams test their skills to meet candidacy requirements. These pre-candidacy exams help fulfill the theoretical and practical knowledge needed to work on the research project.

Teaching Requirement

Almost all PhD programs require the students to teach undergraduate-level courses or assist the professor in their teaching classes. These opportunities and experiences prepare you for an academic career.

Dissertation Proposal

The dissertation proposal contains the hypothesis of your research that should meet the standards of publications in information technology. The proposal needs to be approved by the committee of faculty members before any proceedings to work on it.

Successful Dissertation Defense

Students are expected to present their original work on the dissertation proposal. They are expected to be experts in their IT-related dissertation topic and defend their analysis.
This is an important aspect of a Ph.D. in information technology. It signifies that the student has successfully grasped the necessary skills to conduct independent research projects after completing the degree.

Optional Requirements

A PhD is not just about fulfilling credits and completing qualifying exams. During this program, there are many opportunities that a student is likely to benefit from—attending information technology conferences and getting relevant internships to help students exchange research knowledge and form social networks that will prove invaluable in their job search.
Since the IT field develops fast, students must remain aware of the latest trends in information technology. Conferences are likely to provide enrolled students with discounted academic prices for admission.

Online PhD Programs in Information Technology

Many online educational opportunities are available for students seeking to complete a PhD in information technology. Online degrees offer a wide range of flexibility in timing, workflow, and geographic location.

Leading universities offer programs that can bring the best of their faculty research to qualified students. Many reputable, accredited information technology degree programs are now entirely online.

Some online schools offering IT PhD programs include Indiana State University, Northcentral University, and the University of the Cumberlands. By providing in-person and online formats, colleges and universities adapt to student needs.

The advantage of completing an Internet technology Ph. program online is the flexibility in time commitment and studying location. However, teaching and networking opportunities may be limited in this format compared to an in-person environment.

How Much Does an Information Technology PhD Cost?

Online programs are typically cheaper than in-person programs. Per-credit costs for an online information technology PhD typically range from $500 to $1,000. Since many PhD programs are between 55 and 65 credits, students can expect to pay between $28,000 and $65,000 in total tuition for an online program.

At all levels of education, the total cost can increase with the time it takes to complete the degree program. Students who choose to delay their professional careers to complete a PhD program should also consider the opportunity cost of not working during their student years.

Finally, students who take longer than five years to complete a PhD program may find themselves in a difficult financial situation with significant student debt.

PhD in Information Technology Careers and Salary

As we mentioned initially, there are many potential career pathways for information technology PhDs.

This kind of degree often has a home in academia, but businesses and government organizations are increasingly looking for researchers and practitioners of information technology. Some example careers include:

Academic Positions

Postdoctoral fellows and postdoctoral associates are appointed to the research staff, whose primary goals are to extend their education and experience. Although they hold a doctoral degree, they are not considered independent researchers and cannot serve as principal investigators. Some teaching duties may also be required. Positions are often for a fixed term ranging from six months to three years.
Average Salary: $85,959
An assistant professorship is typically the first step to tenure and conducting independent research. Once they complete tenure, they may be given the title of a professor. The tenure track is often a long journey of evaluating an associate professor’s publications, research, and teaching. The tenure track lasts somewhere between five to seven years.
Average Salary: $80,057

Industry Positions

Research scientists design innovative uses for new and existing computer technology. Research scientists explore problems in computing and develop models to address these problems. They collaborate with scientists and engineers to determine computing needs and system requirements.
Research scientists develop new computing languages, software systems, and other tools to improve how people work with computers. They test the operation of software systems, frequently borrowing techniques from data science and machine learning professionals. Finally, they analyze the results of their experiments, publish papers, and present research findings at conferences.
Average Salary: $136,620
A chief information officer leads an organization’s information technology strategy, driving innovation through technical and compliance changes. The company’s chief information officer is responsible for project management, vendor management, and strategic planning.
Average Salary: $159,468

Frequently Asked Questions

Many top-tier universities require professors, researchers, and principal investigators to have a doctoral degree. A PhD is relevant if you are looking for a career in academia. However, it is not necessary to have a PhD to gain entry into information technology unless you look into specific industry research roles. There is a minimal difference in the salary outcome of an individual getting a PhD versus someone who has a master’s degree in information technology.

Applicants must hold a master’s degree to qualify for admission. Students may also need to submit GMAT or GRE scores and may be required to show a few years of relevant work experience before applying to an IT PhD program. Strong research interest is recommended to gain admission.

Since PhD degree programs are research-oriented, an applicant’s GPA does play an essential role in the admissions process. Some universities have a minimum GPA cutoff, while others request that applicants complete undergraduate-level mathematics and statistics courses with a minimum grade. A GPA of 3.5 or higher in a qualifying master’s degree may be required.

Schools Listings

Bowling green state university, colorado technical university, dakota state university, eastern michigan university, george mason university, indiana state university, iowa state university, michigan state university, north carolina a&t state university, oakland university, rochester institute of technology, rutgers, the state university of new jersey, new brunswick/piscataway, texas tech university, university of arkansas, university of chicago, university of maryland baltimore county, university of nebraska-omaha, university of north carolina at charlotte, university of north carolina at greensboro, university of texas at san antonio, university of utah, university of washington, utah state university, virginia polytechnic institute and state university, related resources.

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Schools & departments

Suggested PhD topics in Cyber Security, Privacy and Trust.

If you are interested in one of these topics, please read the application guidance first and then contact the named supervisor to discuss.

Privacy-preserving interactive technologies. Interactive technologies in smart homes, augmented and virtual reality (AR/VR) automate our daily routines and create an immersive reality. The new experiences, however, accompany unprecedented risks to consumers as these advanced Interactive technologies expose numerous attributes of their users that must be kept private. This project will advance the understanding of user perceptions, operational and regulatory requirements for the privacy of these technologies and develop practical privacy control and enforcement systems for them. Contact: Jingjie Li .

Safety of interactive artificial intelligence (AI) agents. With rapidly developing AI technologies, we live in a world with more embodied and human-like AI agents. These agents are more than our next human-computer interface but companions for productivity, entertainment, and mental support. Given the agents’ capabilities to make decisions and take action, their safety, security, and privacy issues raise increasing concerns. This project will establish a framework to evaluate the safety issues of interactive AI agents and develop mechanisms to address these gaps. Contact: Jingjie Li .

Internet culture of privacy and security. Privacy and security are products of human culture and have become cultural phenomena on the Internet. Online communities, where people exchange massive amounts of information, incubate such cultures of privacy and security. These Internet cultures can influence people’s privacy, security, and even adversarial behaviors. By measuring and understanding online communities, this project will study the interplay between cultural factors and people’s privacy and security behaviors. Contact: Jingjie Li .

Logical specification and analysis of web applications for safety and security. Existing web application interface testing tools (such as Selenium) are limited to hand-crafted test cases. Our Quickstrom tool allows for automatic property-based testing against a specification written in temporal logic. PhD topics in this area could extend to handle epistemic security properties, incorporating model checking techniques for a more rigorous analysis, or add probabilistic confidence bounds about coverage. Contact: Liam O'Connor

Integration of algorithmic verification into interactive proof assistants. Algorithmic verification tools (e.g., model checkers and static analysers) are currently separate from proof assistants used to produce full functional correctness and security proofs of software (such as the seL4 Microkernel). This topic would integrate verified algorithmic verification techniques into a proof assistant, aiming to reduce the cost of end-to-end verification. Contact: Liam O'Connor

Deep Threats in Autonomous Vehicles . From self-driving cars to delivery drones, autonomous vehicles are becoming everyday. But the blackbox or greybox nature of deep learning potentially undermines the required safety criticality and in the wrong hands could pose severe cyber security threats. Using vehicle perception and navigation as case studies, this project will systematically study threats arising from deep learning to autonomous vehciles and look at effective and generic mitigations. Contact: Chris Xiaoxuan Lu
Internet of Safe Things . With billions of connected devices deployed, Internet of Things (IoT) based cyber-physical systems (CPS) bring unprecedented risks due to the unexpected interaction between systems and the larger number of attack vectors. These arise in medical devices, smart home appliance control, digital twin development or conflicts in policy execution at a societal scale. PhD topics will focus on the security, privacy and safety issues and investigate solutions that integrate hardware and software components, particularly those that have humans in the loop. Contact: Chris Xiaoxuan Lu

Cyber risk analysis and modelling of uncertainties related to potential data/privacy breaches and the economic costs . Optimal decision models among the costs of managing cyber security, users satisfaction and cyber risks faced by organisations. Contact: Tiejun Ma

Human factors modelling related to cyber risk taking and decision making. Particularly in relation to fintech applications (e.g. mobile, transactions, fraud and AML). Contact: Tiejun Ma

Design and analysis of electronic voting protocols . Many countries have or plan to conduct legally binding elections using electronic voting systems. Such systems need to provide security guarantees, e.g., fairness, privacy, and verifiability. These are tricky to establish and can be in conflict with one another. Several proposed electronic voting systems have been found to fail to achieve their intended security goals, demonstrating the need for formally verified electronic voting systems. Contact: Myrto Arapinis

Verification of Security of the mbed OS uVisor (with ARM). The mbed OS uVisor is a core security component for ARM's mbed IoT platform. It creates isolated security domains M7 microcontrollers with a Memory Protection Unit (MPU). On top of these the uVisor provides a flexible compartmentalisation using separate security domains ("Secure Boxes"), configured with ACLs. This project will apply theorem proving methods to help define and then verify correctness and security properties of the uVisor implementation, building on previous work on instruction set models and decompilation techniques. Contact: Ian Stark .

Formal Specifications and Proofs for TrustZone (with ARM). Increasing complexity and connectivity in microcontroller devices motivates new protection mechanisms to improve reliability and security. ARM's TrustZone for ARMv8-M provides a separate "secure world" execution mode to enable features such as secure firmware updates, safe integration of code from multiple suppliers and controlled access to privileged peripherals. This project will study the low-level instruction set design of TrustZone for ARMv8-M, devising formal specifications describing the security properties that hold at the instruction level and proofs that these provide the intended protection against low-level attacks. Contact: Ian Stark

Quantum-enhanced Cloud . The security of the cloud could be obtained through Fully Homomorphic Encryption schemes. However these schemes are potentially breakable in a post-quantum regime and require huge overhead and hence despite intensive efforts from all the major players in the information industry, they remain mainly infeasible. The primary goal of this project is to develop quantum enhanced protocols where both efficiency and security are boosted. Implementations of plug and play solutions for these new protocols will be also pursued in realistic scenarios. Contact: Elham Kashefi .

Mobile Crowdsensing with Location Privacy . Using sensor data from mobile phones for better understanding of users and fine-grained monitoring of the environment is a major current research topic. From point of view of privacy, the challenge is to infer important features from collective data, without compromising location and other sensitive information of any individual. Contact: Rik Sarkar .

Security of Blockchain protocols. Study the underpinnings of blockchain based distributed protocols, including the mechanisms behind Bitcoin, Ethereum and other cryptocurrency systems. Contact: Aggelos Kiayias or Tariq Elahi .

Privacy in communication systems. Study the concept of privacy in communications and data sharing and design and analyze systems that facilitate it using suitable cryptographic and statistical methods. Contact: Aggelos Kiayias .

Applied and Theoretical Cryptography. Study cryptography from both applied and theoretical angles and apply it to solve problems such as secure channels, identification systems, cloud storage, secure digital content distribution and others. Contact: Aggelos Kiayias , Michele Ciampi or Markulf Kohlweiss .

Secure Remote Authentication via Game Playing . This project investigates a new approach to secure remote authentication which frames the problem as an interactive game between client and server, in which the server has to reason about the complex behaviour of the client based on observed game moves. Contact: Stefano Albrecht.

Consensus in a world with quantum technologies. The goal is to explore consensus protocols, such as Blockchain and Byzantine Agreement, in the presence of quantum technologies. Quantum technologies can be used either by adversaries in order to break existing classical protocols, or by honest parties to achieve better performance as far as efficiency or level of security provided. In this project both directions will be considered. In the first direction (quantum adversaries) full security analysis of classical consensus protocols against quantum adversaries will be carried out, including: (i) ensuring that for all subroutines if hard problems are used to guarantee security, then these problems remain hard when the adversary has a quantum computer (e.g. base security on lattice crypto), (ii) the security definitions and the proof techniques are compatible with quantum adversaries. As far as the second direction is concerned, it is known that (simple) quantum technologies can be used to achieve enhanced Byzantine Agreement protocols. The investigation will take into account (i) realistic constraints and (ii) proper security analysis that includes hybrid quantum-classical subroutines by addressing the issue of composability of quantum and classical protocols. Contact: Petros Wallden or Elham Kashefi .

Tactics for Attacks; Safety and Security models. One idea is to extend of attack trees with ways to reason about, and generate, traces of actual attacks, using "tactics" (a notion from interactive theorem proving). Another idea is to study combined structural models for capturing safety and security together. Contact: David Aspinall .

Automatic Vulnerability Predicition and Discovery . Software vulnerabilities continue to plague the industry. Tools help find problems, but current technology is limited. Future systems will be proactive, searching for possible problems and deploying work-arounds or repairs automatically. PhD topics may investigate AI methods such as program synthesis, critics and abstraction-refinement, or reinforcement learning. You need a background in software security, ideally also program analysis, logic and reasoning, AI methods. Contact: David Aspinall

Economics of Security and Privacy. Many security and privacy outcomes are driven by the economic incentives surrounding firms and individuals. These problems can be studied with a mixture of economic theory and technical measurement. Potential PhD topics include risk quantification, security control selection, cyber insurance, crisis response, exploit broking and many other topics in security and privacy. These topics are also open to students without computer science training. Contact: Daniel Woods .

Foundations for composable security . Study how to formally reason about the composition of cryptographic systems, both on paper and using proof assistants. The focus is on laying foundations, e.g. by finding a category theory based language for cross discipline communication and investigating programming paradigms for modeling protocols as pseudocode. Contact: Markulf Kohlweiss .
ZKML and ZKAI . Study how to make machine learning and artificial intelligence verifiable in an as trust-less as possible manner. This allows answering questions such as: Was the query result really derived from the claimed model using the claimed prompts? How does the model change over time? Is ChatGPT getting worse? What data is being used to train the model? Contact: Markulf Kohlweiss .

Staff listed here may also be interested in other PhD research proposals on other topics, contact them to discuss.

[ Note for staff: please contact David Aspinall with updates/additions to this list. ]

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Latest web technology research topics.

The web is an information space that contains documents and web resources accessed through the Internet. The implementation of the web contains a browser and HTTP server using Internet protocols. It includes markup languages, programming interfaces and languages, and standards for document identification and visualization. Web service is the latest trending topic in web technology. Web service uses resources available over networks using standard interfaces running on different Operating systems and written using different languages. Web services are application components using open protocols and are self-contained and self-describing. Web services use XML to code and decode data and SOAP to transport it. The term describes a standardized way of integrating Web-based applications using the XML, SOAP, WSDL, and UDDI open standards over an Internet protocol backbone. XML is used to tag the data, SOAP is used to transfer the data, WSDL is used for describing the services available, and UDDI is used for listing what services are available. The Semantic Web is another extension of web technology that makes the web more meaningful and Internet data machine-readable. Resource Description Framework (RDF) and Web Ontology Language (OWL) are the primary technology to enable the semantics of the data by the formal metadata representations over the web. These technologies work on the common exchange protocols and data formats to integrate the heterogeneous applications running on diversified platforms and languages.

Web Technology - Topic Coverage

Trending research topics in web technology.

Ranking Algorithms
Web Knowledge Extraction
Programming Languages and Technologies
Understanding SOA and WS Standards
Web Service frameworks, architectures, infrastructures
Web Services Modeling and Performance
Business Process Integration using Web Services
Composite Web Service Creation and Enabling infrastructures
Web Service Coordination Orchestration and Choreography
QoS in Web Service
Multimedia Applications using Web Services
Resource Management for Web Services
Security in Web Services
Semantic Web Services
Semantic Web Technologies
Ontologies and Ontology Languages
Simple Ontologies in RDF and RDF Schema
Simple Protocol and RDF Query Language-SPARQL
RDF Formal Semantics
Developing the Semantic Web
Methodology for Semi-automatic Ontology Construction
Using Knowledge Discovery for Ontology Learning
Semantic Annotation
Approaches to Reasoning with Inconsistency
Approaches in Ontology Mediation
Mapping and Querying Disparate Knowledge Bases
Ontology for Knowledge Management
Knowledge Access and the Semantic WEB
Searching for Semantic Web Resources
Natural Language Generation from Ontologies
The Web Services Modeling Ontology-WSMO
The Web Service Modeling Language-WSML
OWLS Approach
WSDLS Approach
PhD Guidance and Support Enquiry
Masters and PhD Project Enquiry
PhD Research Guidance in Web Technology
Research Topics in Web Technology
PhD Research Proposal in Web Technology
Latest Research Papers in Web Technology
Literature Survey in Web Technology
PhD Thesis in Web Technology
PhD Projects in Web Technology
Leading Journals in Web Technology
Leading Research Books in Web Technology
Research Topics in Computer Science
PhD Thesis Writing Services in Computer Science
PhD Paper Writing Services in Computer Science
How to Write a PhD Research Proposal in Computer Science
Ph.D Support Enquiry
Project Enquiry
Research Guidance in Web Technology
Research Proposal in Web Technology
Research Papers in Web Technology
Ph.D Thesis in Web Technology
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Project Titles in Web Technology
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109 Web Technology Topics

🏆 best essay topics on web technology, 🎓 interesting web technology essay topics, 👍 good web technology research topics & essay examples, 🌶️ hot web technology ideas to write about.

Target Audience of Fast Food Restaurants’ Web Sites
Rhetorical Analysis Essay: an Example of a Web Page Case Study
Internet Technology: Creating a Website
Mayo Clinic Website’s Effectiveness Analysis
A Website for Selling Furniture
Dark Web Monitoring Case Study
Wikipedia Website’s Structure and Features
Evaluating a Website Looking at http://nytimes-se.com, it is easy to note that it is a fake site. It mimics the appearance of the actual newspaper’s site.
Credibility of a Complementary and Alternative Medicine Website The reliability of the sources used in complementary and alternative medicine (CAM) is an essential component of its overall success.
Company’s Owner on Developing a Successful Website Interview with the company’s owner is one of the crucial parts that play a significant role in developing a successful website.
Amazon Web Services (AWS): Optimization Possibilities The paper studies AWS diverse set of data storage services with different pricing strategies and performance characteristics, its virtual resources and hardware capacities.
Cybersecurity for Amazon Web Services Infrastructure This paper gives a detailed description of the best strategies and initiatives to maintain the security of data and services that reside on Amazon Web Services infrastructure.
Online Press Websites: Comparing and Contrasting In the globalized world of rapidly evolving information technologies, designing and maintaining websites gained several forms, combining machinery and creativity.
The Lumen Learning Website Analysis Lumen Learning is an educational website that caters to both students and instructors. Lumen’s course materials are made to improve learning through open educational resources.
Internet for Travel Agencies and Tourism Websites The purpose of the project is to address the question of how the Internet affected the travel industry about customer satisfaction and service convenience.
The New York Times Website: User Experience Accessibility With the example of The New York Times website, this paper will study the matter of accessibility and evaluate how accessible the mentioned website is to its potential users.
The World Wide Fund for Nature Website’s Structure This paper aims to describe The World Wide Fund for Nature’s website structure, and design, and provide several recommendations for its improvement.
WebMD Website Evaluation with Harris’s Tools This paper analyzes the internet website www.webmd.com with website evaluation tools provided by Prof. Robert Harris.
The Analysis of the Website Myplate The website MyPlate is credible rather than non-credible. It should be associated with some medical institutions specializing in dietary science.
Web-Based Shopping: Consumers Attitudes Towards Online Shopping in New Zealand Research data about New Zealand, says about importance of understanding online consumer behavior in New Zealand and then tapping this market successfully.
The Website Remodel Project Scope Statement This website redesign will help improve the end-user interactions with the web content, hence acting as a powerful tool for sales of the company product and services.
Creating a Website for a Hospital A specialist must build the layout of the site so that the most important information was readable and instantly accessible.
Association for Supervision and Curriculum Development Website The Association for Supervision and Curriculum Development’s website can be of great help to instructional leaders who seek modern solutions and innovative practices.
Creating an Advertising Website for a Jewelry Company The problem of the company is how exactly this website should be used as an advertising tool. The key recommendation would be to use the website as a platform for advertising.
Johnnie Walker’s vs. Jack Daniels’ Websites This paper compares the website johnniewalker.com and its major competitor jackdaniels.com to provide the client with valuable information.
Marketing Website Evaluation and Detailed Analysis One of the most important attributes of website is that the marketing department is in a position to engage with the audience who comes across the wide range of products.
Online Shopping: Product and Website Characteristics This paper summarizes “Exploring the Effects of “What” (Product) and “Where” (Website) Characteristics on Online Shopping Behavior” by Mallapragada, Chandukala and Liu.
Web-Based Systems and Computer Services Web-based systems can be used for both personal and professional purposes, which has opened a plethora of opportunities for business and entrepreneurs all over the world.
Responsive Website Design Technique Responsive Website Design is a technique of creating websites whose main objective is to provide the best viewing experience for the user who owns a wide range of devices.
Web Programming Technologies, Strategies and Design Web development ranges from creating a single static website page to creating the most complex web-based internet apps, electronic enterprises, or social media platforms.
The PayPal Website’s Compliance With Standards This essay will evaluate the PayPal site for compliance with human-computer interaction industry best practices.
The Use of Websites by Transit Agencies Transit systems are required to follow the Federal Transit Administration policies when using and setting up websites and social media to provide a fair service for customers.
Natural Readers Website as Assistive Technology in Education Assistive technology can make incorporating the Universal Design for Learning model in educational facilities faster and more effective by reducing the work of the teachers.
YouTube Channel Creation, Email Writing, and Nursing Website This research paper examines the video concerning the creation of YouTube channel, the nursing division’s website, and the process of writing emails.
An Occult Website’s Design Analysis This page is an occult web resource whose task is to present the audience with a conspiracy theory about the future coming of aliens.
Drunks Driving Websites and Their Punishments Drunk driving is a serious offense with potentially deadly consequences. Several organizations and groups are against drunk driving.
The Lone Star School of Nursing Website The report will focus on the Lone Star College nursing division’s website, which provides the entire database regarding the programs offered and the application process.
Use of Ethos, Logos, and Pathos on Chattahoochee Riverkeeper’s Website The right use of Ethos, Logos, and Pathos in text effectively captures the reader’s attention regardless of the form of the text.
Union Website: American Federation of Musicians The American Federation of Musicians labor union comprises proficient instrumental music artists in Canada and the United States.
The Historical Websites’ Brief Analysis This paper is about useful historical websites: Archives Hub, History Matters, Manchester University Press, Open Book Publishers, and Institute of Historical Research.
Improving the Layout of the University of South Florida Website With UX Redesign This research will provide several suggestions to improve the layout of the University of South Florida website and present innovative techniques used in UX redesign.
The Mayo Clinic Asthma Website for Consumer Health This study evaluates the Mayo Clinic asthma website using the DISCERN instrument, as it provides guidelines to consumers to help them judge the quality of information.
New York Times Website: The User Interface This essay explores the User Interface of The New York Times website by examining the site’s features which have made it a coherent and global site for reliable news.
“Effectiveness of a Web-Based Screening”: Main Topic, Strengths, and Weaknesses The main weakness of the “Effectiveness of a web-Based screening” study is the lack of a blinding procedure ensuring the internal validity of the results.
Agile Project Initiation: Building Corporate Website Users are constantly looking for information online, comparing, and buying products and services online. Business websites play an essential role in promoting a company.
The Historic New Orleans Collection Website The Historic New Orleans Collection (THNOC) website contains content organized adequately for rapid consumption, as selected website information is appropriately highlighted.
Widget Sales Company Website Development Project This section documents the duties a project manager must perform during the development of the Widget Sales Company website.
The Onion: Analysis of the News Website The source chosen for this assessment is the news website called The Onion. For this analysis, one news article published on The Onion has been selected (“Congressional Democrats”).
Comparison and Contrast of the Websites Discussing a Multiple Sclerosis This assignment compares and contrasts two websites discussing a similar topic to different audiences: technical and non-technical.
Policy Website Evaluation: Implications for HUS Service Workers The CRAAP Test is used in this paper to evaluate websites for drug abuse and addiction to determine their relevance to HUS service workers.
How Are Websites Developed and Function? To display the website content, several types of files are used, which are responsible for processing the signal and exchanging information between the client and the server.
Assessing Business Websites: Crypto Issues The recent rise of website design and usability means that it has become easy to access massive quantities of data on various topics presented in a condensed.
The COVID-19 Section on the Federal Emergency Management Agency Website for Nurses While the main focus of the coronavirus section on the FEMA website is supporting patients with vaccines, finances, and guidance, it is also relevant for public health nurses.
Massive Internet Outage Hits Websites Including Amazon, gov.UK and Guardian The unexpected failure of the content delivery network (CDN) called Fastly severely affected the work of numerous websites in Western Europe and North America.
Amazon Web Services: Security Practices Review To ensure the security of AWS, several companies perform remote penetration tests that show whether a system is vulnerable to external attacks.
Newcastle and Edinburgh Universities’ Website Design Comparison Newcastle and Edinburgh Universities’ websites are quite similar, using large fonts, buttons and images to make the process of navigation and visual appeal of their page better.
Gottabemobile.com Website Analysis The purpose of gottabemobile.com is to provide balanced and truthful information to its users. It publishes content related to mobile phones, applications, and operating systems.
Developing a Wix-Based Website This project aims to develop a Wix-based website that will be dedicated to home renovation and property management business.
The Digital Government Websites Requirements This paper focused on digital government and looked at the three examples of government websites that provide essential services to the public.
Amazon Web Services Review: Proof-of-Concept Report AWS proved to be the appropriate cloud platform for PHI Engineering Design from the analysis of the pros and cons of the three companies.
Ways to Make an Image-Heavy Website Load Faster This paper will discuss different ways in which a website could be made faster while maintaining the usage of images.
Virginia Department of Education Website The Virginia Department of Education website is the national education authority that serves as the most beneficial information tool to assist teachers and students in the state of Virginia.
National Oilwell Varco Website’s Problem Analysis National Oilwell Varco’s website works well as far as the mechanics go, and it could be quite attractive if it were not so dark, and the videos work right.
Brown University Website’s Problem Analysis The purpose of this paper is to demonstrate the remarks which have been taken during the observation of the Brown University Site with possible improvements that can be made.
Web-Based Organizational Discourses: Climate Change This paper pertains to the investigation of argumentation formation within the process of interaction with organizations holding similar and opposite opinions and viewpoints.
Evidence-Based Practice-Related Websites The intent and purpose of this project are to identify websites that have information about evidence-based medical practice to help new entrants to understand the concept.
Web Evlauation – Website of the Internet Mental Health Organization We chose the website of the Internet Mental Health Organization. This website is dedicated to all the individuals in society, trying to inform them regarding mental health disorders.
Design Solutions for Improving Website Quality and Effectiveness The simplest definition of structure is how the pages of a site are located and are accessible to visitors for navigation.
The Evergreen Plantation: Review the Quality of the Website First and foremost, the site features an elegant and carefully organized layout which makes the database not only appealing but also easy to navigate.
Website Proposal Document: Green IT The main goal of having Green IT initiatives with regard to energy is to provide a comfortable and safe environment for the data centre occupants by the lowest possible cost.
Web: Ready for Assistive Technology or Not This research paper’s major purpose is to discuss and research the accessibility issues in relation to websites.
Integrated Water Strategies From Website Water Recycling The website http://waterrecycling.com/ is a front-end of their company showing various services that the company offers in the field of water recycling.
Benefits of Advertising Your Restaurant on Soulfood Travel and Barbq Travel Websites Both Soulfood Travel and BarBQ Travel websites allow motivating the target audience to select a particular company among a range of others.
A Website Comparison: The National Library of Medicine and Webmd Although both websites cover health-related topics, the first website is aimed primarily at healthcare practitioners, such as doctors and nurses.
Delivery of a Functional and Interactive Website for a Lab and Medical Equipment Company The project is delivering a functional and interactive website for a lab and medical equipment company, which requires a number of specific features.
Calhoun Community College Website’s Design The purpose of this paper is to analyze the design of Calhoun College’s website and reconsider the concept in the direction of changing the structure of the website.
beliefnet.com – Website Evaluation This website is useful to many individuals from different faiths and is a helpful tool to many physically and emotionally hurting individuals.
Development of a Website for McDouglas Company Technological advances and increased professionalism enable static website design and maintenance. The McDouglas website will also act as an auxiliary marketing tool for it.
Website Critique: Four Seasons Four seasons have chosen and owned a short and a suitable domain name. As a result, its domain name has been easily memorized by its clients.
Systems Analysis & Design to Enhance Website Visibility Search Engine Optimization (SEO) refers to a series of methods that the business will use to improve its website ranking in the search engine listings.
Critique of the Website jbizmech.ca The site’s communication goals are not easy to tell as the home page lacks icons and taskbars that would act as a guide to the sections and subsection one wish to access.
Web-Based Prototype of the E-Business Activity The prototype of the e-business activity will be based on the principles of caring and communicating with customers via e-mail or any other electronic communication tool.
Security Jobs Network Website Review There are many job sites that list job openings from the old favorites such as Careerbuilder, Craigslist and Monster etc.
Low Cost Website Protection and Customer Privacy Copyright is the basic legal protection measure to pursue which can be cost-effective to small-scale e-commerce firms, if undertaken well.
Health Resources & Services Administration Website The HRSA (Health Resources and Services Administration) Data Warehouse is a website that provides maps, data, reports, and dashboards about HRSA’s health care programs.
Breather Company Website’s Keyword Analysis In the current keyword analysis, the focus of the exploration is Breather, a business providing spaces for meetings, training and courses, offices, offsites, and headquarters.
Google’s Emerging Web Technologies The new standards prioritized by Google are the Progressive Web Apps (PWAs) and Accelerated Mobile Pages (AMPs) – technologies that reduce web page loading time.
“How Big Is the Dark Web?” Documentary Analysis The documentary “How big is the dark web?” explores the construct of the Dark Web, a large portion of the internet that is hidden and requires special tools to access.
American Historical Documents on the Websites The paper discusses following websites: The Federalist Papers of 1787-1788, The Bill of Rights of 1789, and The Writings of James Madison of 1900.
Best Electronics Website’s Search Engine Optimization This paper reviews the official website of Best Electronics with the view to identifying design and usability issues rendering the website ineffective.
Edutopia Website Evaluation Using Bloom’s Taxonomy Educators’ role is crucial in the creating of an efficient learning environment. This paper evaluates the Edutopia website from the perspective of four levels of Bloom’s Taxonomy.
IT for Marketing: Critical Look at Websites While the advantages of technology use are very obvious, it can be disastrous without proper implementation. Improperly designed websites can be very unprofessional and so difficult to use.
Technical Communication and Website Design This paper outlines factors in building a webpage, the need to build mortised websites, defines what is CSS and SEO, and examines what does customizing a design mean.
Four Seasons Website’s Traffic Ranking Four Seasons traffic rank has dropped in the past 3 months. That may be a result of the misalignment between the company’s market search strategy and customer acquisition goals.
OutdoorPursuits Website’s Analytical Assessment This paper analytically assesses a corporate OutdoorPursuits website to determine its effectiveness in communicating with current and potential clients.
Website Content: Blog Post for Submission This paper considers posts for blogs on different topics: Blogging trivia, the only thing you should learn about blogging, it’s not always about the traffic and others.
Univeristy Website’s User Interface Structure Redesign This paper aims to discuss the redesign of the university website in the context of the mechanisms of the user interface structure.
CIO.com Website’s Structure and Content The website cio.com primarily deals with providing information on the latest IT trends in the realm of business process outsourcing, cloud computing.
Web Service Composition Methods Social commerce is an emerging and increasingly promising phenomenon that currently draws a lot of interest due to its multiple benefits for both consumers and businesses
White Space in Website Layouts White space serves an important role in the web layout by providing an interface for readers to interact with various aspects of the web content.
Information Gathering and Structuring Websites The resources allow creating a pilot model of a website by contacting local companies, gathering information, and structuring it on a website.
Paleo Foodies Website: Content Generation Paleo foodies is a website dedicated to providing the best reviews, articles and opinions regarding local restaurants, food sources and other aspets of the Paleo lifestyle.
IMDB, Wikipedia, Amazon Website Performance Tests The analysis shows how IMDB, Wikipedia, Amazon websites work on a low-tier, mid-tier, high-tier phones, and desktop, and scores these websites using the scale at http//ready.mobi.
Seven-Eleven Japan Company: E-Commerce Website Seven-Eleven Japan is an organization that successfully operates since the previous century but suffered from global economic issues.
Health eCareers Website and Cultural Diversity This essay gives a detailed analysis of Health eCareers’ website. The audit will examine how the organization’s website supports the concept of diversity.
Why Business Firms Need to Have a Web Page? Businesses use few funds advertising over the internet through websites as compared to other forms of advertisements thereby making website adverts economical for corporations.
Websites Preventing Rape and Types of Messages Articulated Rape is one of the most common crimes in the US and in the entire world. Masters explores one of the prevention strategies and examines six websites aimed at preventing rape.
Bachelor of Science in Web Design and Development: Scholarship Application This paper is an example of what an essay for scholarship application is supposed to look like. Namely, for the Bachelor of Science in Web Design and Development.
ITCore.com Company Website Design This is a website design report for ITCore.com a software, hardware and network product and services company with a steadily growing client base now in several states across the US.

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These essay examples and topics on Web Technology were carefully selected by the StudyCorgi editorial team. They meet our highest standards in terms of grammar, punctuation, style, and fact accuracy. Please ensure you properly reference the materials if you’re using them to write your assignment.

This essay topic collection was updated on January 9, 2024 .

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Elaine Liu: Charging ahead

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Elaine Liu leans against an electric vehicle charger inside a parking garage.

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MIT senior Elaine Siyu Liu doesn’t own an electric car, or any car. But she sees the impact of electric vehicles (EVs) and renewables on the grid as two pieces of an energy puzzle she wants to solve.

The U.S. Department of Energy reports that the number of public and private EV charging ports nearly doubled in the past three years, and many more are in the works. Users expect to plug in at their convenience, charge up, and drive away. But what if the grid can’t handle it?

Electricity demand, long stagnant in the United States, has spiked due to EVs, data centers that drive artificial intelligence, and industry. Grid planners forecast an increase of 2.6 percent to 4.7 percent in electricity demand over the next five years, according to data reported to federal regulators. Everyone from EV charging-station operators to utility-system operators needs help navigating a system in flux.

That’s where Liu’s work comes in.

Liu, who is studying mathematics and electrical engineering and computer science (EECS), is interested in distribution — how to get electricity from a centralized location to consumers. “I see power systems as a good venue for theoretical research as an application tool,” she says. “I'm interested in it because I'm familiar with the optimization and probability techniques used to map this level of problem.”

Liu grew up in Beijing, then after middle school moved with her parents to Canada and enrolled in a prep school in Oakville, Ontario, 30 miles outside Toronto.

Liu stumbled upon an opportunity to take part in a regional math competition and eventually started a math club, but at the time, the school’s culture surrounding math surprised her. Being exposed to what seemed to be some students’ aversion to math, she says, “I don’t think my feelings about math changed. I think my feelings about how people feel about math changed.”

Liu brought her passion for math to MIT. The summer after her sophomore year, she took on the first of the two Undergraduate Research Opportunity Program projects she completed with electric power system expert Marija Ilić, a joint adjunct professor in EECS and a senior research scientist at the MIT Laboratory for Information and Decision Systems.

Predicting the grid

Since 2022, with the help of funding from the MIT Energy Initiative (MITEI), Liu has been working with Ilić on identifying ways in which the grid is challenged.

One factor is the addition of renewables to the energy pipeline. A gap in wind or sun might cause a lag in power generation. If this lag occurs during peak demand, it could mean trouble for a grid already taxed by extreme weather and other unforeseen events.

If you think of the grid as a network of dozens of interconnected parts, once an element in the network fails — say, a tree downs a transmission line — the electricity that used to go through that line needs to be rerouted. This may overload other lines, creating what’s known as a cascade failure.

“This all happens really quickly and has very large downstream effects,” Liu says. “Millions of people will have instant blackouts.”

Even if the system can handle a single downed line, Liu notes that “the nuance is that there are now a lot of renewables, and renewables are less predictable. You can't predict a gap in wind or sun. When such things happen, there’s suddenly not enough generation and too much demand. So the same kind of failure would happen, but on a larger and more uncontrollable scale.”

Renewables’ varying output has the added complication of causing voltage fluctuations. “We plug in our devices expecting a voltage of 110, but because of oscillations, you will never get exactly 110,” Liu says. “So even when you can deliver enough electricity, if you can't deliver it at the specific voltage level that is required, that’s a problem.”

Liu and Ilić are building a model to predict how and when the grid might fail. Lacking access to privatized data, Liu runs her models with European industry data and test cases made available to universities. “I have a fake power grid that I run my experiments on,” she says. “You can take the same tool and run it on the real power grid.”

Liu’s model predicts cascade failures as they evolve. Supply from a wind generator, for example, might drop precipitously over the course of an hour. The model analyzes which substations and which households will be affected. “After we know we need to do something, this prediction tool can enable system operators to strategically intervene ahead of time,” Liu says.

Dictating price and power

Last year, Liu turned her attention to EVs, which provide a different kind of challenge than renewables.

In 2022, S&P Global reported that lawmakers argued that the U.S. Federal Energy Regulatory Commission’s (FERC) wholesale power rate structure was unfair for EV charging station operators.

In addition to operators paying by the kilowatt-hour, some also pay more for electricity during peak demand hours. Only a few EVs charging up during those hours could result in higher costs for the operator even if their overall energy use is low.

Anticipating how much power EVs will need is more complex than predicting energy needed for, say, heating and cooling. Unlike buildings, EVs move around, making it difficult to predict energy consumption at any given time. “If users don't like the price at one charging station or how long the line is, they'll go somewhere else,” Liu says. “Where to allocate EV chargers is a problem that a lot of people are dealing with right now.”

One approach would be for FERC to dictate to EV users when and where to charge and what price they'll pay. To Liu, this isn’t an attractive option. “No one likes to be told what to do,” she says.

Liu is looking at optimizing a market-based solution that would be acceptable to top-level energy producers — wind and solar farms and nuclear plants — all the way down to the municipal aggregators that secure electricity at competitive rates and oversee distribution to the consumer.

Analyzing the location, movement, and behavior patterns of all the EVs driven daily in Boston and other major energy hubs, she notes, could help demand aggregators determine where to place EV chargers and how much to charge consumers, akin to Walmart deciding how much to mark up wholesale eggs in different markets.

Last year, Liu presented the work at MITEI’s annual research conference. This spring, Liu and Ilić are submitting a paper on the market optimization analysis to a journal of the Institute of Electrical and Electronics Engineers.

Liu has come to terms with her early introduction to attitudes toward STEM that struck her as markedly different from those in China. She says, “I think the (prep) school had a very strong ‘math is for nerds’ vibe, especially for girls. There was a ‘why are you giving yourself more work?’ kind of mentality. But over time, I just learned to disregard that.”

After graduation, Liu, the only undergraduate researcher in Ilić’s MIT Electric Energy Systems Group, plans to apply to fellowships and graduate programs in EECS, applied math, and operations research.

Based on her analysis, Liu says that the market could effectively determine the price and availability of charging stations. Offering incentives for EV owners to charge during the day instead of at night when demand is high could help avoid grid overload and prevent extra costs to operators. “People would still retain the ability to go to a different charging station if they chose to,” she says. “I'm arguing that this works.”

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Cutting carbon emissions on the US power grid

Adi Mehrotra smiles while resting his arms on a handmade motorcycle. Mehrotra is inside a shop and windows in background.

Designing cleaner vehicles

A person wearing an MIT shirt charges their electric vehicle in an indoor parking lot.

Minimizing electric vehicles’ impact on the grid

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ASGCT 2024: David Liu Touts Rapid Evolution of Gene-Sized Programmable Editing Technologies

By Kevin Davies, PhD

Credit: Kevin Davies, PhD

BALTIMORE— Having delivered a plenary lecture during last year’s American Society of Gene and Cell Therapy (ASGCT) conference, David Liu, PhD, probably felt obliged to present some new stories after he received the society’s 2024 Outstanding Achievement Award last week. Thankfully, that isn’t a problem in the rapidly moving genome editing space, and certainly not for a group as productive as Liu’s lab at the Broad Institute.

It is not that base and prime editing—groundbreaking technologies developed in the Liu lab from 2016–19—are old news. Liu did devote a few slides to summarizing the clinical progress of both platforms in diseases as wide ranging as spinal muscular atrophy, sickle cell disease, and progeria. There are at least nine base editing clinical trials underway, with three having reported initial findings.

Pride of place goes to Alyssa Tapley, the British teenager who received a CAR-T therapy from Waseem Qasim, MD, and colleagues in London two years ago to treat her advanced T-cell leukemia. In remission, “Alyssa has returned to school and hopes to pursue a career in biomedicine,” Liu told the ASGCT delegates. And the U.S. Food and Drug Administration recently cleared Prime Medicine’s first gene editing therapy for chronic granulomatous disease, less than five years after Andrew Anzalone, MD, PhD, and colleagues unveiled the technology.

But Liu devoted most of his 2024 lecture—“Continuous evolution of genome editing systems for targeted gene-sized DNA integration in mammalian cells”—to describing a pair of independent methods designed to realize another goal of the genome editing field: editing gene-sized DNA fragments measured in kilobases (kb) in human cells without necessitating double-strand DNA breaks.

This approach would be ideal in principle for treating genetic diseases caused by large numbers of different mutations in the same gene. The classic example of this is cystic fibrosis, for which more than 400 discrete mutations have been catalogued in the cystic fibrosis transmembrane regulator (CFTR) gene. And Stargardt disease, an inherited form of vision loss, can result from one of more than 500 mutations in the ABCA4 gene.

“Until a major regulatory streamlining occurs, it’s hard to imagine creating hundreds of different reagents needed to treat certain diseases,” Liu said. The goal would be “to integrate an entire healthy gene or exon into the pathogenic site or a safe harbor locus, without incurring double-strand breaks.”

Two is better than one

The first example builds on the prime editing platform and is based on a method published in 2022 called PASSIGE (prime assisted site-specific integrase gene editing). This enables the integration of large, potentially gene-sized cargos into newly installed landing sites using an integrase enzyme called Bxb1, albeit with modest efficiencies.

As Liu’s lab showed in the early development of base editing, there are ways to overcome limited enzyme efficiencies using a technique developed by Liu, Kevin Esvelt, PhD, and colleagues 13 years ago called PACE (phage-assisted continuous evolution). Liu’s group evolved Bxb1 through hundreds of generations (as will be described in an upcoming paper in Nature Biomedical Engineering ), with the most active variants supporting higher levels of gene integration—up to 35%—while still delivering sizeable cargos of up to 10 kb.

Liu also presented some comparative data with a similar method dubbed PASTE , developed two years ago by Omar Abudayyeh, PhD, and Jonathan Gootenberg, PhD, the co-founders of Tome Biosciences. The newly evolved PASSIGE platform (eePASSIGE) performed better than PASTE. (Liu argued that this is a consequence of the fusion of Bxb1 to the prime editor in the PASTE platform.) PASSIGE has been used to engineer integration of half-a-dozen therapeutic genes in various cell lines, including blood clotting factor IX, with a 32% average integration frequency.

A strong CAST

The second approach is the result of a fruitful three-year collaboration with Samuel Sternberg, PhD, at Columbia University, in which PACE once again has had a starring role. Over the past five years, the Sternberg lab has played a leading part in characterizing CRISPR-associated transposases (CASTs). These complexes facilitate integration of large DNA fragments without introducing double-strand DNA breaks in bacteria. But in mammalian cells, wild-type CASTs frustratingly show minimal integrase activity. A drug called ClpX improves efficiency to a degree but has proved to be cytotoxic.

Making the reasonable assumption that transposase catalysis might be the major bottleneck, Liu’s team turned once more to PACE to evolve CASTs in the lab, a process that stretched over thousands of generations. The resulting CASTs yielded integration rates about 200-fold greater than wild-type, resulting in integration efficiencies of 10-20 percent. Moreover, the last set of variants helpfully removed the dependence on ClipX. The optimally evolved CAST (so far) exhibits an integration frequency of up to 30%.

Not surprisingly, several other groups—academic and commercial—are eagerly exploring techniques for gene editing of large inserts. Rahul Kakkar, MD, CEO of Tome Biosciences, gave one of several presentations from the company on preclinical progress in non-human primates targeting the gene corresponding to the one mutated in patients with phenylketonuria. “It is tailor made for our technology,” Kakkar told Brad Loncar of Biotech TV .

Another company making strides in gene-sized programmable editing, or gene writing as it calls it, is Tessera Therapeutics. The company presented several talks last week demonstrating progress in mouse models for sickle cell disease (SCD) and alpha-1 antitrypsin deficiency. The in vivo SCD delivery program shows promise in enabling “true correction to wild type without complex stem cell mobilization and ex vivo cell processing or toxic chemotherapy conditioning,” commented CEO Michael Severino, MD.

Tessera’s chief science officer, Michael Holmes, PhD, a gene editing veteran formerly with Sangamo, said: “We have demonstrated what we believe are industry leading correction levels and the highest fidelity we are aware of across each of our liver rewriting programs,” including phenylketonuria and Wilson’s disease. Holmes called it a testament to “the power and capabilities of our Gene Writing and delivery platforms.”

Doubtless this will be a major theme when ASGCT takes the conference to New Orleans in May 2025.

Successful Step Made toward Synthetic Genomes

Oxford biomedica to obtain $250k to support gene therapy for stargardt....

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