Blesson Varghese

Research output

Research output per year 2009 2013 2014 2015 2016 2017 2019 2020 2021 2023

• 44 Conference contribution
• 28 Article
• 3 Editorial
• 2 Chapter (peer-reviewed)
• 4 More
  • 1 Foreword/postscript
  • 1 Short survey
  • 1 Other contribution
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2023

  Multi-tier GPU virtualization for deep learning in cloud-edge systems

  Kennedy, J., Sharma, V., Varghese, B. & Reano, C., 10 May 2023, In: IEEE Transactions on Parallel and Distributed Systems. 34, 7, p. 2107 - 2123 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Workload 100%
  • Virtualizations 100%
  • Deep Learning 100%
  • Container 80%
  • User 60%
• 2022

  FedFly: toward migration in edge-based distributed federated learning

  Ullah, R., Wu, D., Harvey, P., Kilpatrick, P., Spence, I. & Varghese, B., 01 Nov 2022, In: IEEE Communications Magazine. 60, 11, p. 42-48 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Federated Learning 100%
  • Edge Server 66%
  • Accuracy 16%
  • Computation 16%
  • Machine Learning Technique 16%
  1 Citation (Scopus)
• 2021

  Abusive Adversaries in 5G and beyond IoT

  Sharma, V., Varghese, B., McAllister, J. & Mohanty, S. P., 19 May 2021, (Early online date) In: IEEE Consumer Electronics Magazine.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Network Defense 100%
  • Security Countermeasure 100%
  • Generation Cellular Network 100%
  157 Downloads (Pure)

• A Survey on Edge Performance Benchmarking

  Varghese, B., Wang, N., Bermbach, D., Hong, C-H., de Lara, E., Shi, W. & Stewart, C., 01 Apr 2021, In: ACM Computing Surveys. 54, 3, 33 p., 66.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Benchmarking 100%
  • Internet 40%
  • Operational Condition 20%
  • Service 20%
  • Distributed Systems 20%
  1 Citation (Scopus)

  406 Downloads (Pure)

• Reimagining the Internet with Edge Computing

  Varghese, B. & Bonomi, F., Mar 2021, In: ITNOW. 63, 1, 2 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Cloud Computing 100%
  • Internet 100%
  • Computer Technology 50%
  43 Downloads (Pure)

• Revisiting the Arguments for Edge Computing Research

  Varghese, B., de Lara, E., Yi Ding, A., Hong, C-H., Bonomi, F., Dustdar, S., Harvey, P., Hewkin, P., Shi, W., Thiele, M. & Willis, P., Sep 2021, In: IEEE Internet Computing. 25, 5, p. 36 - 42

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sovereignty 100%
  • Research 100%
  • Conceptualization 50%
  • Infrastructure 50%
  • Data Protection 50%
  93 Downloads (Pure)
• 2020

  DYVERSE: DYnamic VERtical scaling in multi-tenant Edge environments

  Wang, N., Matthaiou, M., Nikolopoulos, D. S. & Varghese, B., Jul 2020, In: Future Generation Computing Systems. 108, p. 598-612 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Vertical Scaling 100%
  7 Citations (Scopus)

  136 Downloads (Pure)

• IoTPulse: machine learning-based enterprise health information system to predict alcohol addiction in Punjab (India) using IoT and fog computing

  Dhillon, A., Singh, A., Vohra, H., Ellis, C., Varghese, B. & Gill, S. S., 21 Sep 2020, (Early online date) In: Enterprise Information Systems.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Information Systems 66%
  • Internet of Things 66%
  • Fog Computing 66%
  • Health Information 66%
  5 Citations (Scopus)

  128 Downloads (Pure)

• IoTSim-SDWAN: A Simulation Framework for Interconnecting Distributed Datacenters over Software-Defined Wide Area Network (SD-WAN)

  Alwasel, K., NandanJha, D., Hernandez, E., Puthal, D., Barika, M., Varghese, B., Kumar Garg, S., James, P., Zomaya, A., Morgan, G. & Ranjan, R., 05 May 2020, (Early online date) In: Journal of Parallel and Distributed Computing.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Change Control 100%
  • Data Ingestion 100%
  4 Citations (Scopus)

  474 Downloads (Pure)
• 2019

  Cloud Futurology

  Varghese, B., Leitner, P., Ray, S., Chard, K., Barker, A., Elkhatib, Y., Herry, H., Hong, C-H., Singer, J., Tso, F. P., Yoneki, E. & Zhani, M-F., 23 Aug 2019, (Early online date) In: Computer. 52, 9, p. 68-77 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Application 100%
  • Internet 50%
  • User 50%
  • Middleware 50%
  • Cloud Computing 50%
  13 Citations (Scopus)

  156 Downloads (Pure)

• Resource Management in Fog/Edge Computing: A Survey on Architectures, Infrastructure, and Algorithms

  Hong, C-H. & Varghese, B., Sep 2019, In: ACM Computing Surveys. 52, 5, 37 p., 97.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Publication Review 100%
  88 Citations (Scopus)

  1179 Downloads (Pure)
• 2018

  Accelerator Virtualization in Fog Computing: Moving From the Cloud to the Edge

  Varghese, B., Reaño, C. & Silla, F., Dec 2018, In: IEEE Cloud Computing. 5, 6, p. 28-37 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Clouds 100%
  • User 40%
  • Analytics 40%
  • Fog Computing 40%
  • Networks 20%
  11 Citations (Scopus)

  261 Downloads (Pure)

• A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade

  Buyya, R., Srirama, S., Casale, G., Calheiros, R., Simhan, Y., Varghese, B., Gelenbe, E., Javadi, B., Vaquero, L. M., Netto, M., Toosi, A. N., Rodriguez, M. A., Llorente, I. M., Vimercati, S., Samarati, P., Milojicic, D., Varela, C., Bahsoon, R., Assuncao, M., Rana, O., & 5 othersZhou, W., Jin, H., Gentzsch, W., Zomaya, A. & Shen, H., 01 Dec 2018, In: ACM Computing Surveys. 51, 5, 38 p., 105.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Execution Model 100%
  • Cloud Computing Paradigm 100%
  • Serverless Computing 100%
  • Application Model 100%
  92 Citations (Scopus)

  2127 Downloads (Pure)

• A Survey and Taxonomy of Resource Optimisation for Executing Bag-of-Task Applications on Public Clouds

  Thai, L., Varghese, B. & Barker, A., May 2018, In: Future Generation Computing Systems. 82, p. 1-11

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Performance Variation 100%
  19 Citations (Scopus)

  300 Downloads (Pure)

• Intra-node Memory Safe GPU Co-Scheduling

  Reano, C., Silla, F., Nikolopoulos, D. S. & Varghese, B., May 2018, In: IEEE Transactions on Parallel and Distributed Systems. 29, 5, p. 1089 - 1102 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Memory Utilization 100%
  • Total Execution Time 50%
  4 Citations (Scopus)

  309 Downloads (Pure)

• Realizing Edge Marketplaces: Challenges and Opportunities

  Varghese, B., Villari, M., Rana, O., James, P., Shah, T., Fazio, M. & Ranjan, R., 29 Nov 2018, In: IEEE Cloud Computing. 5, 6, p. 9-20 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • General Data Protection Regulation 100%
  • Video Rendering 100%
  • Image Rendering 100%
  • Data Preprocessing 100%
  8 Citations (Scopus)

  374 Downloads (Pure)
• 2017

  ENORM: A Framework For Edge NOde Resource Management

  Wang, N., Varghese, B., Matthaiou, M. & Nikolopoulos, D., 18 Sep 2017, (Early online date) In: IEEE Transactions on Services Computing. 13, 6, p. 1086

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Fog Computing 100%
  • Management Challenge 33%
  • Online Game 33%
  36 Citations (Scopus)

  1006 Downloads (Pure)

• Multi-tenant virtual GPUs for optimising performance of a financial risk application

  Prades, J., Varghese, B., Reano, C. & Silla, F., Oct 2017, In: Journal of Parallel and Distributed Computing. 108, p. 28-44 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Graphics Processing Unit 100%
  • Application 50%
  • Execution Time 25%
  • High-Performance Computing 12%
  • Power Consumption 12%
  6 Citations (Scopus)

  367 Downloads (Pure)

• Next generation cloud computing: New trends and research directions

  Varghese, B. & Buyya, R., 23 Sep 2017, (Early online date) In: Future Generation Computing Systems. 79`, 3, p. 849-861 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Storage Device 100%
  338 Citations (Scopus)

  6575 Downloads (Pure)
• 2016

  Cloud Benchmarking For Maximising Performance of Scientific Applications

  Varghese, B., Akgun, O., Miguel, I., Thai, L. & Barker, A., 26 Aug 2016, (Early online date) In: IEEE Transactions on Cloud Computing. 7, 1, p. 170 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Validation Technique 100%
  10 Citations (Scopus)

  482 Downloads (Pure)

• Computing probable maximum loss in catastrophe reinsurance portfolios on multi-core and many-core architectures

  Burke, N., Rau-Chaplin, A. & Varghese, B., 28 Jan 2016, In: Concurrency and Computation: Practice and Experience. 28, 3, p. 836-847 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Many-Core 100%
  • Simulation 66%
  • Multicore 66%
  • Events 66%
  • Experimental Result 33%
  3 Citations (Scopus)

  1647 Downloads (Pure)
• 2015

  RBioCloud: A Light-weight Framework for Bioconductor and R-based Jobs on the Cloud

  Varghese, B., Patel, I. & Barker, A., Jul 2015, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 12, 4, p. 871-878 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Command Line Tool 100%
  1 Citation (Scopus)

  97 Downloads (Pure)

• The hardware accelerator debate: A financial risk case study using many-core computing

  Varghese, B., Aug 2015, In: Computers and Electrical Engineering. 46, p. 157-175 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Simulation 100%
  • Many-Core 66%
  • Graphics Processing Unit 66%
  • Analytics 66%
  • Parallel Algorithms 33%
  4 Citations (Scopus)

  100 Downloads (Pure)
• 2014

  Automating fault tolerance in high-performance computational biological jobs using multi-agent approaches

  Varghese, B., McKee, G. & Alexandrov, V., 01 May 2014, In: Computers in Biology and Medicine. 48, 1, p. 28-41 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Agent Technology 100%
  • Failure Scenario 100%
  • Computational Biology Application 100%
  • Human Intervention 100%
  • Computer Cluster 100%
  2 Citations (Scopus)

  417 Downloads (Pure)
• 2013

  Accelerating R-based analytics on the cloud

  Patel, I., Rau-Chaplin, A. & Varghese, B., 2013, In: Concurrency and Computation: Practice and Experience.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• Developing and testing the Automated Post-Event Earthquake Loss Estimation and Visualisation (APE-ELEV) technique

  Astoul, A., Filliter, C., Mason, E., Rau-Chaplin, A., Shridhar, K., Varghese, B. & Varshney, N., Dec 2013, In: Bulletin of Earthquake Engineering. 11, 6, p. 1973-2005 33 p.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)
• 2011

  Can agent intelligence be used to achieve fault tolerant parallel computing systems?

  Varghese, B., McKee, G. & Alexandrov, V., 2011, In: Parallel Processing Letters. 21, 04, p. 379-396 18 p.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)
• 2010

  A Mathematical Model, Implementation and Study of a Swarm System

  Varghese, B. & McKee, G., 01 Mar 2010, In: Robotics and Autonomous Systems Journal. 58, 3, p. 287-294 8 p.

  Research output: Contribution to journal › Article › peer-review
  21 Citations (Scopus)