Varghese, Blesson
- Challenges and Opportunities in Edge Computing
2016/09/07 by Blesson Varghese, Varghese, Blesson, Nan Wang +7 · 6 citations
Computer Science · #IoT and Edge/Fog Computing #Cloud Computing and Resource Management #Software-Defined Networks and 5G
- Next Generation Cloud Computing: New Trends and Research Directions
2017/07/24 by Blesson Varghese, Rajkumar Buyya, Varghese, Blesson +1 · 3 citations
Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Caching and Content Delivery
- FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning
2021/07/09 by Wu, Di, Ullah, Rehmat, Harvey, Paul +3 · 3 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- DYVERSE: DYnamic VERtical Scaling in Multi-tenant Edge Environments
2018/09/19 by Wang, Nan, Matthaiou, Michail, Nikolopoulos, Dimitrios S. +1 · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- DRIVE: Dual Gradient-Based Rapid Iterative Pruning
2024/04/01 by Saikumar, Dhananjay, Varghese, Blesson · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Acceleration-as-a-Service: Exploiting Virtualised GPUs for a Financial Application
2015/08/11 by Varghese, Blesson, Prades, Javier, Reano, Carlos +1 · 1 citation
#Computational Engineering #Distributed #FOS: Computer and information sciences #Finance #Parallel #and Cluster Computing (cs.DC) #and Science (cs.CE)
- A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
2017/11/24 by Rajkumar Buyya, Satish Narayana Srirama, Buyya, Rajkumar +47 · 1 citation
Computer Science · #Cloud Computing and Resource Management #Cloud Data Security Solutions #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
- Plug and Play Bench: Simplifying Big Data Benchmarking Using Containers
2017/11/24 by Ceesay, Sheriffo, Barker, Adam, Varghese, Blesson · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- EcoFed: Efficient Communication for DNN Partitioning-based Federated Learning
2023/04/11 by Di Wu, Wu, Di, Rehmat Ullah +9 · 2 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- DeFog: Fog Computing Benchmarks
2019/07/25 by McChesney, Jonathan, Wang, Nan, Tanwer, Ashish +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- AVEC: Accelerator Virtualization in Cloud-Edge Computing for Deep\n Learning Libraries
2021/03/08 by Jason Kennedy, Kennedy, Jason, Blesson Varghese +3 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- FedFly: Towards Migration in Edge-based Distributed Federated Learning
2021/11/02 by Rehmat Ullah, Ullah, Rehmat, Wu, Di +8 · 1 citation
Computer Science · #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Roadmap for Edge AI: A Dagstuhl Perspective
2021/11/27 by Aaron Yi Ding, Ella Peltonen, Ding, Aaron Yi +35 · 1 citation
Computer Science · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #I.2.11 #IoT and Edge/Fog Computing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- CONTINUER: Maintaining Distributed DNN Services During Edge Failures
2022/04/25 by Ayesha Abdul Majeed, Peter Kilpatrick, Majeed, Ayesha Abdul +5 · 1 citation
Computer Science · Neuroscience · #Age of Information Optimization #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)