| Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink S Kamburugamuve, P Wickramasinghe, S Ekanayake, GC Fox The International Journal of High Performance Computing Applications 32 (1 …, 2018 | 51 | 2018 |
| 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 | 31 | 2020 |
| 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 | 24 | 2020 |
| 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 | 22 | 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 | 21 | 2018 |
| Java thread and process performance for parallel machine learning on multicore hpc clusters S Ekanayake, S Kamburugamuve, P Wickramasinghe, GC Fox 2016 IEEE international conference on big data (Big Data), 347-354, 2016 | 21 | 2016 |
| 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 | 18 | 2017 |
| 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 | 15 | 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 | 11 | 2019 |
| Tsmap3d: Browser visualization of high dimensional time series data S Kamburugamuve, P Wickramasinghe, S Ekanayake, C Wimalasena, ... 2016 IEEE International Conference on Big Data (Big Data), 3583-3592, 2016 | 7 | 2016 |
| 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 | 5 | 2022 |
| A fast, scalable, universal approach for distributed data reductions N Perera, V Abeykoon, C Widanage, S Kamburugamuve, TA Kanewala, ... International Workshop on Big Data Reduction, IEEE Big Data, 2020 | 5 | 2020 |
| 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 |
| 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 | 4 | 2020 |
| 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 |
| Multidimensional Scaling for Gene Sequence Data with Autoencoders P Wickramasinghe, GF Sice 2021 2nd International Conference on Computing and Data Science (CDS), 516-523, 2021 | 1 | 2021 |
| Similarities and Differences Between Parallel Systems and Distributed Systems P Wickramasinghe, G Fox School of Informatics and Computing, Indiana University, Bloomington, IN 47408, 0 | 1 | |
| Role of High-Performance Computing in Deep Learning PS Wickramasinghe Indiana University, 2021 | | 2021 |
| Indiana, United States PS Wickramasinghe Indiana University Bloomington, 2021 | | 2021 |
| Twister2 Demonstrations for BDEC2 S Kamburugamuve, K Govindarajan, P Wickramasinghe, GC Fox Concurrency and Computation: Practice and Experience, 2019 | | 2019 |
Supun Kamburugamuve, Ph.D.Data engineeringכתובת אימייל מאומתת בדומיין apache.org