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Blesson Varghese

university of st andrews

26H-index
205Paper Count
4.3KCitation Count
Published Papers 31
Publication Date
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FedOptima: Optimizing resource utilization in federated learning
errFuture Generation Computer Systems
IF0
err2026-05-04
err0
errOAAI
errZihan Zhang; Leon Wong; Blesson Varghese
errShare
errSave
FedFreeze: A Dual-Phase Layer Freezing Framework for Federated Learning
errFuture Generation Computer Systems
IF0
err2025-11-19
err0
errOAAI
errDi Wu; Leon Wong; Blesson Varghese
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errSave
Mosaic: Composite projection pruning for resource-efficient LLMs
errFuture Generation Computer Systems
IF0
err2025-08-11
err0
errOAAI
errBailey J. Eccles; Leon Wong; Blesson Varghese
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errSave
Special Issue on Intelligent Architectures and Platforms for Private Edge Cloud Systems
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-03-01
err0
PREAI
errShah, Sayed Chhattan; Kim, Taehong; Varghese, Blesson; Wang, Zhi
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errSave
ScissionLite: Accelerating Distributed Deep Learning With Lightweight Data Compression for IIoT
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-10-01
err0
PREAI
errAhn, Hyunho; Lee, Munkyu; Seong, Sihoon; Na, Gap-Joo; Chun, In-Geol; Varghese, Blesson; Hong, Cheol-Ho
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errSave
Enabling privacy-aware interoperable and quality IoT data sharing with context
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-08-01
err2
errOAAI
errChhetri, Tek Raj; Dehury, Chinmaya Kumar; Varghese, Blesson; Fensel, Anna; Srirama, Satish Narayana; Delong, Rance J.
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errSave
<monospace>EcoFed</monospace>: Efficient Communication for DNN Partitioning-Based Federated Learning
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-03-01
err0
errOAAI
errWu, Di; Ullah, Rehmat; Rodgers, Philip; Kilpatrick, Peter; Spence, Ivor; Varghese, Blesson
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errSave
DNNShifter: An efficient DNN pruning system for edge computing
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-03-01
err6
errOAAI
errEccles, Bailey J.; Rodgers, Philip; Kilpatrick, Peter; Spence, Ivor; Varghese, Blesson
errShare
errSave
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2023-07-01
err6
errOAAI
errKennedy, Jason; Sharma, Vishal; Varghese, Blesson; Reano, Carlos
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errSave
AI-based fog and edge computing: A systematic review, taxonomy and future directions
errINTERNET OF THINGS
IF7.6
err2023-04-01
err83
errOAAI
errIftikhar, Sundas; Gill, Sukhpal Singh; Song, Chenghao; Xu, Minxian; Aslanpour, Mohammad Sadegh; Toosi, Adel N.; Du, Junhui; Wu, Huaming; Ghosh, Shreya; Chowdhury, Deepraj; Golec, Muhammed; Kumar, Mohit; Abdelmoniem, Ahmed M.; Cuadrado, Felix; Varghese, Blesson; Rana, Omer; Dustdar, Schahram; Uhlig, Steve
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errSave
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-11-01
err43
errOAAI
errWu, Di; Ullah, Rehmat; Harvey, Paul; Kilpatrick, Peter; Spence, Ivor; Varghese, Blesson
errShare
errSave
Abusive Adversaries in 5G and Beyond IoT
errIEEE CONSUMER ELECTRONICS MAGAZINE
IF4.1
err2022-07-01
err3
errOAAI
errSharma, Vishal; Varghese, Blesson; McAllister, John; Mohanty, Saraju P.
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errSave
Toward Sustainable Serverless Computing
errIEEE INTERNET COMPUTING
IF4.4
err2021-11-01
err31
errOAAI
errPatros, Panos; Spillner, Josef; Papadopoulos, Alessandro V.; Varghese, Blesson; Rana, Omer; Dustdar, Schahram
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errSave
Revisiting the Arguments for Edge Computing Research
errIEEE INTERNET COMPUTING
IF4.4
err2021-09-01
err34
errOAAI
errVarghese, Blesson; de Lara, Eyal; Ding, Aaron Yi; Hong, Cheol-Ho; Bonomi, Flavio; Dustdar, Schahram; Harvey, Paul; Hewkin, Peter; Shi, Weisong; Thiele, Mark; Willis, Peter
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errSave
A Survey on Edge Performance Benchmarking
errACM COMPUTING SURVEYS
IF28
err2021-04-22
err37
errOAAI
errVarghese, Blesson; Wang, Nan; Bermbach, David; Hong, Cheol-Ho; De Lara, Eyal; Shi, Weisong; Stewart, Christopher
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errSave
Editorial
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2021-01-01
err0
PREAI
errReano, Carlos; Silla, Federico; Varghese, Blesson
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errSave
IoTPulse: machine learning-based enterprise health information system to predict alcohol addiction in Punjab (India) using IoT and fog computing
errENTERPRISE INFORMATION SYSTEMS
IF3.9
err2020-09-21
err18
errOAAI
errDhillon, Arwinder; Singh, Ashima; Vohra, Harpreet; Ellis, Caroline; Varghese, Blesson; Gill, Sukhpal Singh
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errSave
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN)
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2020-09-01
err15
errOAAI
errAlwasel, Khaled; Jha, Devki Nandan; Hernandez, Eduardo; Puthal, Deepak; Barika, Mutaz; Varghese, Blesson; Garg, Saurabh Kumar; James, Philip; Zomaya, Albert; Morgan, Graham; Ranjan, Rajiv
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errSave
DYVERSE: DYnamic VERtical Scaling in multi-tenant Edge environments
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2020-07-01
err18
errOAAI
errWang, Nan; Matthaiou, Michail; Nikolopoulos, Dimitrios S.; Varghese, Blesson
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errSave
Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms
errACM COMPUTING SURVEYS
IF28
err2019-09-13
err272
errOAAI
errHong, Cheol-Ho; Varghese, Blesson
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Rajkumar Buyya
H-index: 140 · Papers: 1.5K
P
Paul Harvey
H-index: 101 · Papers: 615
A
Albert Y. Zomaya
H-index: 97 · Papers: 2.0K
S
Schahram Dustdar
H-index: 83 · Papers: 1.3K
金
金海 (Hai Jin)
H-index: 78 · Papers: 2.3K
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