Blesson Varghese

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 110

Top Venues

CoRR

Future Gener. Comput. Syst.

UCC

CloudCom

University of Reading, UK (PHD)

Education History

University of Reading, UK

PHD

Publications

Dhananjay Saikumar, Blesson Varghese
DRIVE: Dual Gradient-Based Rapid Iterative Pruning. CoRR (2024)
Dhananjay Saikumar, Blesson Varghese
NeuroFlux: Memory-Efficient CNN Training Using Adaptive Local Learning. CoRR (2024)
Dhananjay Saikumar, Blesson Varghese
NeuroFlux: Memory-Efficient CNN Training Using Adaptive Local Learning. EuroSys (2024)
Di Wu, Rehmat Ullah, Philip Rodgers, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
EcoFed: Efficient Communication for DNN Partitioning-Based Federated Learning. IEEE Trans. Parallel Distributed Syst. 35 (3) (2024)
Tek Raj Chhetri, Chinmaya Kumar Dehury, Blesson Varghese, Anna Fensel, Satish Narayana Srirama, Rance J. DeLong
Enabling privacy-aware interoperable and quality IoT data sharing with context. Future Gener. Comput. Syst. 157 (2024)
Carlos Reaño, Federico Silla, Blesson Varghese
Accelerator virtualization. Concurr. Comput. Pract. Exp. 36 (10) (2024)
Bailey J. Eccles, Leon Wong, Blesson Varghese
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization. CoRR (2024)
Bailey J. Eccles, Philip Rodgers, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
DNNShifter: An efficient DNN pruning system for edge computing. Future Gener. Comput. Syst. 152 (2024)
Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song, Minxian Xu, Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Junhui Du, Huaming Wu, Shreya Ghosh, Deepraj Chowdhury, Muhammed Golec, Mohit Kumar, Ahmed M. Abdelmoniem, Félix Cuadrado, Blesson Varghese, Omer F. Rana, Schahram Dustdar, Steve Uhlig
AI-based fog and edge computing: A systematic review, taxonomy and future directions. Internet Things 21 (2023)
JunKyu Lee, Blesson Varghese, Hans Vandierendonck
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy. WACV (2023)
Zihan Zhang, Philip Rodgers, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
PipeLearn: Pipeline Parallelism for Collaborative Machine Learning. CoRR (2023)
Bailey J. Eccles, Philip Rodgers, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
DNNShifter: An Efficient DNN Pruning System for Edge Computing. CoRR (2023)
Jason Kennedy, Vishal Sharma, Blesson Varghese, Carlos Reaño
Multi-Tier GPU Virtualization for Deep Learning in Cloud-Edge Systems. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
Banoth Ravi, Blesson Varghese, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar, Chinmaya Kumar Dehury, Satish Narayana Srirama
Stochastic Modeling for Intelligent Software-Defined Vehicular Networks: A Survey. Comput. 12 (8) (2023)
Di Wu, Rehmat Ullah, Philip Rodgers, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
Communication Efficient DNN Partitioning-based Federated Learning. CoRR (2023)
Nan Wang, Blesson Varghese
Context-aware distribution of fog applications using deep reinforcement learning. J. Netw. Comput. Appl. 203 (2022)
Erin Mahan, Nathan Dunkelberger, Jeonghoon Oh, Madison Simmons, Blesson Varghese, Dimitry Sayenko, Marcia K. O'Malley
Measuring Torque Production with a Robotic Exoskeleton during Cervical Transcutaneous Spinal Stimulation. ICORR (2022)
Rehmat Ullah, Di Wu, Paul Harvey, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
FedFly: Toward Migration in Edge-Based Distributed Federated Learning. IEEE Commun. Mag. 60 (11) (2022)
JunKyu Lee, Blesson Varghese, Hans Vandierendonck
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy. CoRR (2022)
Gary Cleland, Di Wu, Rehmat Ullah, Blesson Varghese
FedComm: Understanding Communication Protocols for Edge-based Federated Learning. CoRR (2022)
Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song, Minxian Xu, Mohammad Sadegh Aslanpour, Adel Nadjaran Toosi, Junhui Du, Huaming Wu, Shreya Ghosh, Deepraj Chowdhury, Muhammed Golec, Mohit Kumar, Ahmed M. Abdelmoniem, Félix Cuadrado, Blesson Varghese, Omer F. Rana, Schahram Dustdar, Steve Uhlig
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions. CoRR (2022)
Arwinder Dhillon, Ashima Singh, Harpreet Vohra, Caroline Ellis, Blesson Varghese, Sukhpal Singh Gill
IoTPulse: machine learning-based enterprise health information system to predict alcohol addiction in Punjab (India) using IoT and fog computing. Enterp. Inf. Syst. 16 (7) (2022)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
CONTINUER: Maintaining Distributed DNN Services During Edge Failures. CoRR (2022)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
CONTINUER: Maintaining Distributed DNN Services During Edge Failures. EDGE (2022)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Vishal Sharma, Blesson Varghese, John McAllister, Saraju P. Mohanty
Abusive Adversaries in 5G and Beyond IoT. IEEE Consumer Electron. Mag. 11 (4) (2022)
Gary Cleland, Di Wu, Rehmat Ullah, Blesson Varghese
FedComm: Understanding Communication Protocols for Edge-based Federated Learning. UCC (2022)
Di Wu, Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning. IEEE Internet Things J. 9 (21) (2022)
Carlos Reaño, Federico Silla, Blesson Varghese
Editorial. J. Parallel Distributed Comput. 147 (2021)
Blesson Varghese, Eyal de Lara, Aaron Yi Ding, Cheol-Ho Hong, Flavio Bonomi, Schahram Dustdar, Paul Harvey, Peter Hewkin, Weisong Shi, Mark Thiele, Peter Willis
Revisiting the Arguments for Edge Computing Research. IEEE Internet Comput. 25 (5) (2021)
Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer
QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0. CoRR (2021)
Di Wu, Rehmat Ullah, Paul Harvey, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
FedAdapt: Adaptive Offloading for IoT Devices in Federated Learning. CoRR (2021)
Jason Kennedy, Blesson Varghese, Carlos Reaño
AVEC: Accelerator Virtualization in Cloud-Edge Computing for Deep Learning Libraries. ICFEC (2021)
Hyunho Ahn, Munkyu Lee, Cheol-Ho Hong, Blesson Varghese
ScissionLite: Accelerating Distributed Deep Neural Networks Using Transfer Layer. CoRR (2021)
JunKyu Lee, Blesson Varghese, Roger F. Woods, Hans Vandierendonck
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge. ICFEC (2021)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs. IC2E (2021)
Blesson Varghese, Nan Wang, David Bermbach, Cheol-Ho Hong, Eyal de Lara, Weisong Shi, Christopher Stewart
A Survey on Edge Performance Benchmarking. ACM Comput. Surv. 54 (3) (2021)
Blesson Varghese, Eyal de Lara, Aaron Yi Ding, Cheol-Ho Hong, Flavio Bonomi, Schahram Dustdar, Paul Harvey, Peter Hewkin, Weisong Shi, Mark Thiele, Peter Willis
Revisiting the Arguments for Edge Computing Research. CoRR (2021)
JunKyu Lee, Blesson Varghese, Roger F. Woods, Hans Vandierendonck
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge. CoRR (2021)
Rehmat Ullah, Di Wu, Paul Harvey, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
FedFly: Towards Migration in Edge-based Distributed Federated Learning. CoRR (2021)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR (2021)
Francis McNamee, Schahram Dustdar, Peter Kilpatrick, Weisong Shi, Ivor T. A. Spence, Blesson Varghese
The Case for Adaptive Deep Neural Networks in Edge Computing. CLOUD (2021)
Jason Kennedy, Blesson Varghese, Carlos Reaño
AVEC: Accelerator Virtualization in Cloud-Edge Computing for Deep Learning Libraries. CoRR (2021)
Kevin Wallis, Christoph Reich, Blesson Varghese, Christian Schindelhauer
QUDOS: quorum-based cloud-edge distributed DNNs for security enhanced industry 4.0. UCC (2021)
Panos Patros, Josef Spillner, Alessandro V. Papadopoulos, Blesson Varghese, Omer F. Rana, Schahram Dustdar
Toward Sustainable Serverless Computing. IEEE Internet Comput. 25 (6) (2021)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
NEUKONFIG: Reducing Edge Service Downtime When Repartitioning DNNs. CoRR (2021)
Kai Chen, Peter Kilpatrick, Dimitrios S. Nikolopoulos, Blesson Varghese
Cross Architectural Power Modelling. CCGRID (2020)
Blesson Varghese, Nan Wang, David Bermbach, Cheol-Ho Hong, Eyal de Lara, Weisong Shi, Christopher Stewart
A Survey on Edge Benchmarking. CoRR (2020)
Arkadiusz Madej, Nan Wang, Nikolaos Athanasopoulos, Rajiv Ranjan, Blesson Varghese
Priority-based Fair Scheduling in Edge Computing. CoRR (2020)
Francis McNamee, Schahram Dustdar, Peter Kilpatrick, Weisong Shi, Ivor T. A. Spence, Blesson Varghese
A Case For Adaptive Deep Neural Networks in Edge Computing. CoRR (2020)
Luke Lockhart, Paul Harvey, Pierre Imai, Peter Willis, Blesson Varghese
Scission: Performance-driven and Context-aware Cloud-Edge Distribution of Deep Neural Networks. UCC (2020)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
Modelling Fog Offloading Performance. ICFEC (2020)
Hemant Kumar Mehta, Paul Harvey, Omer F. Rana, Rajkumar Buyya, Blesson Varghese
WattsApp: Power-Aware Container Scheduling. UCC (2020)
Hemant Kumar Mehta, Paul Harvey, Omer F. Rana, Rajkumar Buyya, Blesson Varghese
WattsApp: Power-Aware Container Scheduling. CoRR (2020)
Luke Lockhart, Paul Harvey, Pierre Imai, Peter Willis, Blesson Varghese
Scission: Context-aware and Performance-driven Edge-based Distributed Deep Neural Networks. CoRR (2020)
Nan Wang, Michail Matthaiou, Dimitrios S. Nikolopoulos, Blesson Varghese
DYVERSE: DYnamic VERtical Scaling in multi-tenant Edge environments. Future Gener. Comput. Syst. 108 (2020)
Arkadiusz Madej, Nan Wang, Nikolaos Athanasopoulos, Rajiv Ranjan, Blesson Varghese
Priority-based Fair Scheduling in Edge Computing. ICFEC (2020)
Blesson Varghese, Marco A. S. Netto, Ignacio Martín Llorente, Rajkumar Buyya
New generation cloud computing. Softw. Pract. Exp. 50 (6) (2020)
Nan Wang, Blesson Varghese, Michail Matthaiou, Dimitrios S. Nikolopoulos
ENORM: A Framework For Edge NOde Resource Management. IEEE Trans. Serv. Comput. 13 (6) (2020)
Kai Chen, Peter Kilpatrick, Dimitrios S. Nikolopoulos, Blesson Varghese
Cross Architectural Power Modelling. CoRR (2020)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
Modelling Fog Offloading Performance. CoRR (2020)
Khaled Alwasel, Devki Nandan Jha, Eduardo Hernández, Deepak Puthal, Mutaz Barika, Blesson Varghese, Saurabh Kumar Garg, Philip James, Albert Y. Zomaya, Graham Morgan, Rajiv Ranjan
IoTSim-SDWAN: A simulation framework for interconnecting distributed datacenters over Software-Defined Wide Area Network (SD-WAN). J. Parallel Distributed Comput. 143 (2020)
Nan Wang, Blesson Varghese
Context-aware Distribution of Fog Applications Using Deep Reinforcement Learning. CoRR (2020)
Blesson Varghese, Philipp Leitner, Suprio Ray, Kyle Chard, Adam Barker, Yehia Elkhatib, Herry Herry, Cheol-Ho Hong, Jeremy Singer, Fung Po Tso, Eiko Yoneki, Mohamed Faten Zhani
Cloud Futurology. Computer 52 (9) (2019)
Blesson Varghese, Ozgur Akgun, Ian Miguel, Long Thai, Adam Barker
Cloud Benchmarking for Maximising Performance of Scientific Applications. IEEE Trans. Cloud Comput. 7 (1) (2019)
Cheol-Ho Hong, Blesson Varghese
Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms. ACM Comput. Surv. 52 (5) (2019)
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. ACM Comput. Surv. 51 (5) (2019)
Jonathan McChesney, Nan Wang, Ashish Tanwer, Eyal de Lara, Blesson Varghese
DeFog: Fog Computing Benchmarks. CoRR (2019)
Jonathan McChesney, Nan Wang, Ashish Tanwer, Eyal de Lara, Blesson Varghese
DeFog: fog computing benchmarks. SEC (2019)
Blesson Varghese, Philipp Leitner, Suprio Ray, Kyle Chard, Adam Barker, Yehia Elkhatib, Herry Herry, Cheol-Ho Hong, Jeremy Singer, Fung Po Tso, Eiko Yoneki, Mohamed Faten Zhani
Cloud Futurology. CoRR (2019)
Blesson Varghese, Suprio Ray, Bhavesh N. Gohil, Sergio Vega
Research challenges in query processing and data analytics on the edge. CASCON (2019)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
Performance Estimation of Container-Based Cloud-to-Fog Offloading. CoRR (2019)
Ayesha Abdul Majeed, Peter Kilpatrick, Ivor T. A. Spence, Blesson Varghese
Performance Estimation of Container-Based Cloud-to-Fog Offloading. UCC Companion (2019)
Nan Wang, Michail Matthaiou, Dimitrios S. Nikolopoulos, Blesson Varghese
DYVERSE: DYnamic VERtical Scaling in Multi-tenant Edge Environments. CoRR (2018)
Blesson Varghese, Massimo Villari, Omer F. Rana, Philip James, Tejal Shah, Maria Fazio, Rajiv Ranjan
Realizing Edge Marketplaces: Challenges and Opportunities. IEEE Cloud Comput. 5 (6) (2018)
Blesson Varghese, Carlos Reaño, Federico Silla
Accelerator Virtualization in Fog Computing: Moving from the Cloud to the Edge. IEEE Cloud Comput. 5 (6) (2018)
Long Thai, Blesson Varghese, Adam Barker
A survey and taxonomy of resource optimisation for executing bag-of-task applications on public clouds. Future Gener. Comput. Syst. 82 (2018)
Blesson Varghese, Massimo Villari, Omer F. Rana, Philip James, Tejal Shah, Maria Fazio, Rajiv Ranjan
Realizing Edge Marketplaces: Challenges and Opportunities. CoRR (2018)
Cheol-Ho Hong, Blesson Varghese
Resource Management in Fog/Edge Computing: A Survey. CoRR (2018)
Blesson Varghese, Rajkumar Buyya
Next generation cloud computing: New trends and research directions. Future Gener. Comput. Syst. 79 (2018)
Blesson Varghese, Carlos Reaño, Federico Silla
Accelerator Virtualization in Fog Computing: Moving From the Cloud to the Edge. CoRR (2018)
Carlos Reaño, Federico Silla, Dimitrios S. Nikolopoulos, Blesson Varghese
Intra-Node Memory Safe GPU Co-Scheduling. IEEE Trans. Parallel Distributed Syst. 29 (5) (2018)
Ahmet Cihat Baktir, Cagatay Sonmez, Cem Ersoy, Atay Ozgovde, Blesson Varghese
Addressing the Challenges in Federating Edge Resources. CoRR (2018)
Sheriffo Ceesay, Adam Barker, Blesson Varghese
Plug and play bench: Simplifying big data benchmarking using containers. IEEE BigData (2017)
Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo N. Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio Martín Llorente, Sabrina De Capitani di Vimercati, Pierangela Samarati, Dejan S. Milojicic, Carlos A. Varela, Rami Bahsoon, Marcos Dias de Assunção, Omer F. Rana, Wanlei Zhou, Hai Jin, Wolfgang Gentzsch, Albert Y. Zomaya, Haiying Shen
A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. CoRR (2017)
Kai Chen, Blesson Varghese, Peter Kilpatrick, Dimitrios S. Nikolopoulos
Power Modelling for Heterogeneous Cloud-Edge Data Centers. PARCO (2017)
Blesson Varghese, Nan Wang, Jianyu Li, Dimitrios S. Nikolopoulos
Edge-as-a-Service: Towards Distributed Cloud Architectures. PARCO (2017)
Blesson Varghese, Nan Wang, Jianyu Li, Dimitrios S. Nikolopoulos
Edge-as-a-Service: Towards Distributed Cloud Architectures. CoRR (2017)
Sheriffo Ceesay, Adam Barker, Blesson Varghese
Plug and Play Bench: Simplifying Big Data Benchmarking Using Containers. CoRR (2017)
Long Thai, Blesson Varghese, Adam Barker
A Survey and Taxonomy of Resource Optimisation for Executing Bag-of-Task Applications on Public Clouds. CoRR (2017)
Blesson Varghese, Rajkumar Buyya
Next Generation Cloud Computing: New Trends and Research Directions. CoRR (2017)
Carlos Reaño, Federico Silla, Dimitrios S. Nikolopoulos, Blesson Varghese
Intra-node Memory Safe GPU Co-Scheduling. CoRR (2017)
Kai Chen, Blesson Varghese, Peter Kilpatrick, Dimitrios S. Nikolopoulos
Power Modelling for Heterogeneous Cloud-Edge Data Centers. CoRR (2017)
Nan Wang, Blesson Varghese, Michail Matthaiou, Dimitrios S. Nikolopoulos
ENORM: A Framework For Edge NOde Resource Management. CoRR (2017)
Javier Prades, Blesson Varghese, Carlos Reaño, Federico Silla
Multi-tenant virtual GPUs for optimising performance of a financial risk application. J. Parallel Distributed Comput. 108 (2017)
Blesson Varghese, Nan Wang, Dimitrios S. Nikolopoulos, Rajkumar Buyya
Feasibility of Fog Computing. CoRR (2017)
Nan Wang, Blesson Varghese, Peter D. Donnelly
A Machine Learning Analysis of Twitter Sentiment to the Sandy Hook Shootings. CoRR (2016)
Blesson Varghese, Nan Wang, Sakil Barbhuiya, Peter Kilpatrick, Dimitrios S. Nikolopoulos
Challenges and Opportunities in Edge Computing. SmartCloud (2016)
Blesson Varghese, Lawan Thamsuhang Subba, Long Thai, Adam Barker
DocLite: A Docker-Based Lightweight Cloud Benchmarking Tool. CCGrid (2016)
Long Thai, Blesson Varghese, Adam Barker
Algorithms for Optimising Heterogeneous Cloud Virtual Machine Clusters. CloudCom (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Blesson Varghese