| Twister2: Design of a big data toolkit S Kamburugamuve, K Govindarajan, P Wickramasinghe, V Abeykoon, ... Concurrency and Computation: Practice and Experience 32 (3), e5189, 2020 | 29 | 2020 |
| Real time identification of electrical devices through power consumption pattern detection V Abeykoon, N Kankanamdurage, A Senevirathna, P Ranaweera, ... Pervasive Comput 10 (1), 40-48, 2016 | 25 | 2016 |
| Twister2: Tset high-performance iterative dataflow P Wickramasinghe, S Kamburugamuve, K Govindarajan, V Abeykoon, ... 2019 International Conference on High Performance Big Data and Intelligent …, 2019 | 21 | 2019 |
| Twister: Net-communication library for big data processing in hpc and cloud environments S Kamburugamuve, P Wickramasinghe, K Govindarajan, A Uyar, ... 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 383-391, 2018 | 20 | 2018 |
| Scientific image restoration anywhere V Abeykoon, Z Liu, R Kettimuthu, G Fox, I Foster 2019 IEEE/ACM 1st Annual Workshop on Large-scale Experiment-in-the-Loop …, 2019 | 19 | 2019 |
| Task scheduling in big data-review, research challenges, and prospects K Govindarajan, S Kamburugamuve, P Wickramasinghe, V Abeykoon, ... 2017 Ninth International Conference on Advanced Computing (ICoAC), 165-173, 2017 | 19 | 2017 |
| High performance data engineering everywhere C Widanage, N Perera, V Abeykoon, S Kamburugamuve, TA Kanewala, ... 2020 IEEE International Conference on Smart Data Services (SMDS), 122-132, 2020 | 18 | 2020 |
| Performance optimization on model synchronization in parallel stochastic gradient descent based svm VL Abeykoon, GC Fox, M Kim 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019 | 11 | 2019 |
| Data engineering for hpc with python V Abeykoon, N Perera, C Widanage, S Kamburugamuve, TA Kanewala, ... 2020 IEEE/ACM 9th Workshop on Python for High-Performance and Scientific …, 2020 | 10 | 2020 |
| Streaming machine learning algorithms with big data systems V Abeykoon, S Kamburugamuve, K Govindrarajan, P Wickramasinghe, ... 2019 IEEE International Conference on Big Data (Big Data), 5661-5666, 2019 | 10 | 2019 |
| Electrical devices identification through power consumption using machine learning techniques V Abeykoon, N Kankanamdurage, A Senevirathna, P Ranaweera, ... Int. J. Simul. Syst. Sci. Technol 17, 2016 | 7 | 2016 |
| High performance dataframes from parallel processing patterns N Perera, S Kamburugamuve, C Widanage, V Abeykoon, A Uyar, K Shan, ... International Conference on Parallel Processing and Applied Mathematics, 291-304, 2022 | 6 | 2022 |
| A fast, scalable, universal approach for distributed data aggregations N Perera, V Abeykoon, C Widanage, S Kamburugamuve, TA Kanewala, ... 2020 IEEE International Conference on Big Data (Big Data), 2691-2698, 2020 | 6 | 2020 |
| Hptmt: Operator-based architecture for scalable high-performance data-intensive frameworks S Kamburugamuve, C Widanage, N Perera, V Abeykoon, A Uyar, ... 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 228-239, 2021 | 5 | 2021 |
| High‐performance iterative dataflow abstractions in Twister2: TSet P Wickramasinghe, N Perera, S Kamburugamuve, K Govindarajan, ... Concurrency and Computation: Practice and Experience 34 (12), e5998, 2022 | 4 | 2022 |
| Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks V Abeykoon, G Fox, M Kim, S Ekanayake, S Kamburugamuve, ... Concurrency and Computation: Practice and Experience 34 (8), e6292, 2022 | 4 | 2022 |
| Supercharging distributed computing environments for high performance data engineering N Perera, K Shan, S Kamburugamuwe, TA Kanewela, C Widanage, ... arXiv preprint arXiv:2301.07896, 2023 | 3 | 2023 |
| In-depth analysis on parallel processing patterns for high-performance Dataframes N Perera, AK Sarker, M Staylor, G von Laszewski, K Shan, ... Future Generation Computer Systems 149, 250-264, 2023 | 2 | 2023 |
| Twister2 Cross‐platform resource scheduler for big data A Uyar, G Gunduz, S Kamburugamuve, P Wickramasinghe, C Widanage, ... Concurrency and Computation: Practice and Experience 34 (9), e6502, 2022 | 2 | 2022 |
| HPTMT Parallel Operators for High Performance Data Science and Data Engineering V Abeykoon, S Kamburugamuve, C Widanage, N Perera, A Uyar, ... Frontiers in big Data 4, 756041, 2022 | 2 | 2022 |
Geoffrey FoxProfessor of Computer Science, University of Virginia, Biocomplexity InstituteVerified email at virginia.edu
