Supun Kamburugamuve, Ph.D.
Indiana University Bloomington
H-index: 17
North America-United States
Top articles of Supun Kamburugamuve, Ph.D.
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
In-depth analysis on parallel processing patterns for high-performance Dataframes | Future Generation Computer Systems | Niranda Perera Arup Kumar Sarker Mills Staylor Gregor von Laszewski Kaiying Shan | 2023/12/1 |
High‐performance iterative dataflow abstractions in Twister2: TSet | Concurrency and Computation: Practice and Experience | Pulasthi Wickramasinghe Niranda Perera Supun Kamburugamuve Kannan Govindarajan Vibhatha Abeykoon | 2022/5/30 |
Twister2 Cross‐platform resource scheduler for big data | Concurrency and Computation: Practice and Experience | Ahmet Uyar Gurhan Gunduz Supun Kamburugamuve Pulasthi Wickramasinghe Chathura Widanage | 2022/4/25 |
Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks | Concurrency and Computation: Practice and Experience | Vibhatha Abeykoon Geoffrey Fox Minje Kim Saliya Ekanayake Supun Kamburugamuve | 2022/4/10 |
HPTMT Parallel Operators for High Performance Data Science and Data Engineering | Frontiers in big Data | Vibhatha Abeykoon Supun Kamburugamuve Chathura Widanage Niranda Perera Ahmet Uyar | 2022/2/7 |
Hybrid Cloud and HPC Approach to High-Performance Dataframes | Kaiying Shan Niranda Perera Damitha Lenadora Tianle Zhong Arup Kumar Sarker | 2022/12/17 | |
High performance dataframes from parallel processing patterns | Niranda Perera Supun Kamburugamuve Chathura Widanage Vibhatha Abeykoon Ahmet Uyar | 2023/4/28 | |
Foundations of Data Intensive Applications: Large Scale Data Analytics Under the Hood | Supun Kamburugamuve Saliya Ekanayake | 2021/8/11 | |
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks | Supun Kamburugamuve Chathura Widanage Niranda Perera Vibhatha Abeykoon Ahmet Uyar | 2021/9/5 | |
A fast, scalable, universal approach for distributed data aggregations | Niranda Perera Vibhatha Abeykoon Chathura Widanage Supun Kamburugamuve Thejaka Amila Kanewala | 2020/12/10 | |
Data engineering for hpc with python | Vibhatha Abeykoon Niranda Perera Chathura Widanage Supun Kamburugamuve Thejaka Amila Kanewala | 2020/11/13 | |
High performance data engineering everywhere | Chathura Widanage Niranda Perera Vibhatha Abeykoon Supun Kamburugamuve Thejaka Amila Kanewala | 2020/10/19 | |
Twister2: Design of a big data toolkit | Concurrency and Computation: Practice and Experience | Supun Kamburugamuve Kannan Govindarajan Pulasthi Wickramasinghe Vibhatha Abeykoon Geoffrey Fox | 2020/2/10 |
Co-Authors
