681 citations · 4k across the 38 of their papers we have counts for
39 papers
QAISim: A Toolkit for Modeling and Simulation of AI in Quantum Cloud Computing Environments
Irwindeep Singh, Sukhpal Singh Gill, Jinzhao Sun +1
Quantum computing offers new ways to explore the theory of computation via the laws of quantum mechanics. Due to the rising demand for quantum computing resources, there is growing…
COUNTER: Cluster GCN based Energy Efficient Resource Management for Sustainable Cloud Computing Environments
Han Wang, Sukhpal Singh Gill, Steve Uhlig
Cloud computing, thanks to the pervasiveness of information technologies, provides a foundational environment for developing IT applications, offering organizations virtually unlim…
Computing: Looking Back and Moving Forward
Muhammed Golec, Sukhpal Singh Gill
The Internet and computer commercialization have transformed the computing systems area over the past sixty years, affecting society. Computer systems have evolved to meet diverse…
StatuScale: Status-aware and Elastic Scaling Strategy for Microservice Applications
Linfeng Wen, Minxian Xu, Sukhpal Singh Gill +4
Microservice architecture has transformed traditional monolithic applications into lightweight components. Scaling these lightweight microservices is more efficient than scaling se…
Edge AI: A Taxonomy, Systematic Review and Future Directions
Sukhpal Singh Gill, Muhammed Golec, Jianmin Hu +12
Edge Artificial Intelligence (AI) incorporates a network of interconnected systems and devices that receive, cache, process, and analyze data in close communication with the locati…
Quantum Cloud Computing: Trends and Challenges
Muhammed Golec, Emir Sahin Hatay, Mustafa Golec +3
Quantum computing (QC) is a new paradigm that will revolutionize various areas of computing, especially cloud computing. QC, still in its infancy, is a costly technology capable of…
Modern Computing: Vision and Challenges
Sukhpal Singh Gill, Huaming Wu, Panos Patros +22
Over the past six decades, the computing systems field has experienced significant transformations, profoundly impacting society with transformational developments, such as the Int…
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework
Imdad Ullah, Najm Hassan, Sukhpal Singh Gill +5
The generative Artificial Intelligence (AI) tools based on Large Language Models (LLMs) use billions of parameters to extensively analyse large datasets and extract critical privat…
EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments
Aadharsh Roshan Nandhakumar, Ayush Baranwal, Priyanshukumar Choudhary +2
To meet next-generation IoT application demands, edge computing moves processing power and storage closer to the network edge to minimise latency and bandwidth utilisation. Edge co…
ChainsFormer: A Chain Latency-aware Resource Provisioning Approach for Microservices Cluster
Chenghao Song, Minxian Xu, Kejiang Ye +4
The trend towards transitioning from monolithic applications to microservices has been widely embraced in modern distributed systems and applications. This shift has resulted in th…
Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future Directions
Muhammed Golec, Guneet Kaur Walia, Mohit Kumar +3
Recently, academics and the corporate sector have paid attention to serverless computing, which enables dynamic scalability and an economic model. In serverless computing, users on…
A Meta-learning based Stacked Regression Approach for Customer Lifetime Value Prediction
Karan Gadgil, Sukhpal Singh Gill, Ahmed M. Abdelmoniem
Companies across the globe are keen on targeting potential high-value customers in an attempt to expand revenue and this could be achieved only by understanding the customers more.…
Stock Market Price Prediction: A Hybrid LSTM and Sequential Self-Attention based Approach
Karan Pardeshi, Sukhpal Singh Gill, Ahmed M. Abdelmoniem
One of the most enticing research areas is the stock market, and projecting stock prices may help investors profit by making the best decisions at the correct time. Deep learning s…
Blockchain inspired secure and reliable data exchange architecture for cyber-physical healthcare system 4.0
Mohit Kumar, Hritu Raj, Nisha Chaurasia +1
A cyber-physical system is considered to be a collection of strongly coupled communication systems and devices that poses numerous security trials in various industrial application…
Fortaleza: The emergence of a network hub
Eric Bragion, Habiba Akter, Mohit Kumar +3
Digitalisation, accelerated by the pandemic, has brought the opportunity for companies to expand their businesses beyond their geographic location and has considerably affected net…
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots
Sukhpal Singh Gill, Minxian Xu, Panos Patros +18
ChatGPT, an AI-based chatbot, was released to provide coherent and useful replies based on analysis of large volumes of data. In this article, leading scientists, researchers and e…
ChatGPT: Vision and Challenges
Sukhpal Singh Gill, Rupinder Kaur
Artificial intelligence (AI) and machine learning have changed the nature of scientific inquiry in recent years. Of these, the development of virtual assistants has accelerated gre…
Mind meets machine: Unravelling GPT-4's cognitive psychology
Sifatkaur Dhingra, Manmeet Singh, Vaisakh SB +2
Cognitive psychology delves on understanding perception, attention, memory, language, problem-solving, decision-making, and reasoning. Large language models (LLMs) are emerging as…
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions
Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song +15
Resource management in computing is a very challenging problem that involves making sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse nature o…
Securing the Future Internet of Things with Post-Quantum Cryptography
Adarsh Kumar, Carlo Ottaviani, Sukhpal Singh Gill +1
Traditional and lightweight cryptography primitives and protocols are insecure against quantum attacks. Thus, a real-time application using traditional or lightweight cryptography…
AI for Next Generation Computing: Emerging Trends and Future Directions
Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani +19
Autonomic computing investigates how systems can achieve (user) specified control outcomes on their own, without the intervention of a human operator. Autonomic computing fundament…
EsDNN: Deep Neural Network based Multivariate Workload Prediction Approach in Cloud Environment
Minxian Xu, Chenghao Song, Huaming Wu +3
Cloud computing has been regarded as a successful paradigm for IT industry by providing benefits for both service providers and customers. In spite of the advantages, cloud computi…
START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks
Shreshth Tuli, Sukhpal Singh Gill, Peter Garraghan +3
Modern large-scale computing systems distribute jobs into multiple smaller tasks which execute in parallel to accelerate job completion rates and reduce energy consumption. However…
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing
Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu +8
The worldwide adoption of cloud data centers (CDCs) has given rise to the ubiquitous demand for hosting application services on the cloud. Further, contemporary data-intensive indu…