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 | 22 | 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 |
Anomaly detection over streaming data: Indy500 case study C Widanage, J Li, S Tyagi, R Teja, B Peng, S Kamburugamuve, D Baum, ... 2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 9-16, 2019 | 17 | 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 | 12 | 2020 |
HySec-Flow: privacy-preserving genomic computing with SGX-based big-data analytics framework C Widanage, W Liu, J Li, H Chen, XF Wang, H Tang, J Fox 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 733-743, 2021 | 11 | 2021 |
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 |
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 | 9 | 2020 |
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 | 7 | 2022 |
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 | 6 | 2021 |
Supercharging distributed computing environments for high-performance data engineering N Perera, AK Sarker, K Shan, A Fetea, S Kamburugamuve, TA Kanewala, ... Frontiers in High Performance Computing 2, 1384619, 2024 | 5 | 2024 |
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 |
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 | 4 | 2023 |
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 |
Hybrid Cloud and HPC Approach to High-Performance Dataframes K Shan, N Perera, D Lenadora, T Zhong, AK Sarker, S Kamburugamuve, ... 2022 IEEE International Conference on Big Data (Big Data), 2728-2736, 2022 | 3 | 2022 |
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 |
Real-Time Anomaly Detection from Edge to HPC-Cloud J Qiu, B Peng, R Teja, S Tyagi, C Widanage, J Koskey | 1 | 2018 |
Twister2 Demonstrations for BDEC2 G Fox, V Abeykoon, S Akkas, K Govindarajan, G Gunduz, ... | | |
Session 2 Big Data Technology and Its Applications P Wickramasinghe, S Kamburugamuve, K Govindarajan, V Abeykoon, ... | | |