5 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…
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…
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…
Autonomic Cloud Computing: Research Perspective
Sukhpal Singh Gill
As the cloud infrastructure grows, it becomes more challenging to manage resources in such a massive, diverse, and distributed setting, despite the fact that cloud computing provid…