Yazar "Gill, Sukhpal Singh" için listeleme
-
BlockFaaS: Blockchain-enabled Serverless Computing Framework for AI-driven IoT Healthcare Applications
Golec, Muhammed; Gill, Sukhpal Singh; Golec, Mustafa; Xu, Minxian; Ghosh, Soumya K; Kanhere, Salil S; Uhlig, Steve (SPRINGER, 2023)With the development of new sensor technologies, Internet of Things (IoT)-based healthcare applications have gained momentum in recent years. However, IoT devices have limited resources, making them incapable of executing ... -
CoviDetector: A transfer learning-based semi supervised approach to detect Covid-19 using CXR images
Chowdhury, Deepraj; Das, Anik; Dey, Ajoy; Banerjee, Soham; Golec, Muhammed; Kollias, Dimitrios; Kumar, Mohit; Kaur, Guneet; Kaur, Rupinder; Arya, Rajesh Chand; Wander, Gurleen; Wander, Praneet; Wander, Gurpreet Singh; Parlikad, Ajith Kumar; Gill, Sukhpal Singh; Uhlig, Steve (ELSEVIER, 2023)COVID-19 was one of the deadliest and most infectious illnesses of this century. Research has been done to decrease pandemic deaths and slow down its spread. COVID-19 detection investigations have utilised Chest X-ray ... -
Edge AI: A Taxonomy, Systematic Review and Future Directions
Gill, Sukhpal Singh; Golec, Muhammed; Hu, Jianmin; Xu, Minxian; Du, Junhui; Wu, Huaming; Walia, Guneet Kaur; Murugesan, Subramaniam Subramanian; Ali, Babar; Kumar, Mohit; Ye, Kejiang; Verma, Prabal; Kumar, Surendra; Cuadrado, Felix; Uhlig, Steve (SPRINGER, 2024)Edge Artificial Intelligence (AI) incorporates a network of interconnected systems and devices that receive, cache, process, and analyse data in close communication with the location where the data is captured with AI ... -
EdgeAISim: A toolkit for simulation and modelling of AI models in edge computing environments
Nandhakumar, Aadharsh Roshan; Baranwal, Ayush; Choudhary, Priyanshukumar; Golec, Muhammed; Gill, Sukhpal Singh (ELSEVIER, 2024)To meet next-generation Internet of Things (IoT) application demands, edge computing moves processing power and storage closer to the network edge to minimize latency and bandwidth utilization. Edge computing is becoming ... -
HealthFaaS: AI-Based Smart Healthcare System for Heart Patients Using Serverless Computing
Golec, Muhammed; Gill, Sukhpal Singh; Parlikad, Ajith Kumar; Uhlig, Steve (IEEE, 2023)Heart disease is one of the leading causes of death worldwide, and with early detection, mortality rates can be reduced. Well-known studies have shown that the latest artificial intelligence (AI) can be used to determine ... -
PRICELESS: Privacy enhanced AI-driven scalable framework for IoT applications in serverless edge computing environments
Golec, Muhammed; Golec, Mustafa; Xu, Minxian; Wu, Huaming; Gill, Sukhpal Singh; Uhlig, Steve (JOHN WILEY & SONS LTD, 2024)Serverless edge computing has emerged as a new paradigm that integrates the serverless and edge computing. By bringing processing power closer to the edge of the network, it provides advantages such as low latency by ...
