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Supun Kamburugamuve
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2020 – today
- 2023
- [j8]Niranda Perera
, Arup Kumar Sarker
In-depth analysis on parallel processing patterns for high-performance Dataframes. Future Gener. Comput. Syst. 149: 250-264 (2023) - [i9]Niranda Perera, Kaiying Shan, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Arup Kumar Sarker, Mills Staylor, Tianle Zhong, Vibhatha Abeykoon, Geoffrey C. Fox:
Supercharging Distributed Computing Environments For High Performance Data Engineering. CoRR abs/2301.07896 (2023) - [i8]Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amíla Kanewela, Geoffrey C. Fox:
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes. CoRR abs/2307.01394 (2023) - 2022
- [j7]Vibhatha Abeykoon
Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks. Concurr. Comput. Pract. Exp. 34(8) (2022) - [j6]Ahmet Uyar
Twister2 Cross-platform resource scheduler for big data. Concurr. Comput. Pract. Exp. 34(9) (2022) - [j5]Pulasthi Wickramasinghe
High-performance iterative dataflow abstractions in Twister2: TSet. Concurr. Comput. Pract. Exp. 34(12) (2022) - [c20]Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox:
Hybrid Cloud and HPC Approach to High-Performance Dataframes. IEEE Big Data 2022: 2728-2736 - [c19]Niranda Perera
High Performance Dataframes from Parallel Processing Patterns. PPAM (1) 2022: 291-304 - [i7]Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox:
High Performance Dataframes from Parallel Processing Patterns. CoRR abs/2209.06146 (2022) - [i6]Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox:
Hybrid Cloud and HPC Approach to High-Performance Dataframes. CoRR abs/2212.13732 (2022) - 2021
- [j4]Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski
HPTMT Parallel Operators for High Performance Data Science and Data Engineering. Frontiers Big Data 4: 756041 (2021) - [c18]Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. CLOUD 2021: 228-239 - [i5]Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. CoRR abs/2107.12807 (2021) - [i4]Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT Parallel Operators for High Performance Data Science & Data Engineering. CoRR abs/2108.06001 (2021) - 2020
- [j3]Supun Kamburugamuve
Twister2: Design of a big data toolkit. Concurr. Comput. Pract. Exp. 32(3) (2020) - [c17]Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree
A Fast, Scalable, Universal Approach For Distributed Data Aggregations. IEEE BigData 2020: 2691-2698 - [c16]Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree
Data Engineering for HPC with Python. PyHPC@SC 2020: 13-21 - [c15]Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree
High Performance Data Engineering Everywhere. SMDS 2020: 122-132 - [i3]Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox:
High Performance Data Engineering Everywhere. CoRR abs/2007.09589 (2020) - [i2]Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox:
Data Engineering for HPC with Python. CoRR abs/2010.06312 (2020) - [i1]Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox:
A Fast, Scalable, Universal Approach For Distributed Data Reductions. CoRR abs/2010.14596 (2020)
2010 – 2019
- 2019
- [c14]Chathura Widanage, Jiayu Li, Sahil Tyagi
Anomaly Detection over Streaming Data: Indy500 Case Study. CLOUD 2019: 9-16 - [c13]Vibhatha Abeykoon, Gregor von Laszewski
Streaming Machine Learning Algorithms with Big Data Systems. IEEE BigData 2019: 5661-5666 - 2018
- [j2]Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Geoffrey C. Fox:
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink. Int. J. High Perform. Comput. Appl. 32(1): 61-73 (2018) - [c12]Supun Kamburugamuve, Pulasthi Wickramasinghe, Kannan Govindarajan, Ahmet Uyar, Gurhan Gunduz, Vibhatha Abeykoon, Geoffrey C. Fox:
Twister: Net - Communication Library for Big Data Processing in HPC and Cloud Environments. IEEE CLOUD 2018: 383-391 - 2017
- [c11]Supun Kamburugamuve, Karthik Ramasamy, Martin Swany
Low Latency Stream Processing: Apache Heron with Infiniband & Intel Omni-Path. UCC 2017: 101-110 - 2016
- [c10]Saliya Ekanayake, Supun Kamburugamuve, Pulasthi Wickramasinghe, Geoffrey C. Fox:
Java thread and process performance for parallel machine learning on multicore HPC clusters. IEEE BigData 2016: 347-354 - [c9]Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Chathuri Wimalasena, Milinda Pathirage, Geoffrey C. Fox:
TSmap3D: Browser visualization of high dimensional time series data. IEEE BigData 2016: 3583-3592 - [c8]Supun Kamburugamuve, Hengjing He, Geoffrey C. Fox, David J. Crandall:
Cloud-based Parallel Implementation of SLAM for Mobile Robots. ICC 2016 2016: 48:1-48:7 - [c7]Supun Kamburugamuve, Saliya Ekanayake, Milinda Pathirage, Geoffrey C. Fox:
Towards High Performance Processing of Streaming Data in Large Data Centers. IPDPS Workshops 2016: 1637-1644 - [c6]Saliya Ekanayake, Supun Kamburugamuve, Geoffrey C. Fox:
SPIDAL Java: high performance data analytics with Java and MPI on large multicore HPC clusters. SpringSim (HPS) 2016: 3 - 2015
- [j1]Supun Kamburugamuve, Leif Christiansen, Geoffrey C. Fox:
A Framework for Real Time Processing of Sensor Data in the Cloud. J. Sensors 2015: 468047:1-468047:11 (2015) - [c5]Geoffrey C. Fox, Judy Qiu, Supun Kamburugamuve, Shantenu Jha
HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack. CCGRID 2015: 1057-1066 - [c4]Geoffrey C. Fox, Judy Qiu, Shantenu Jha
Big Data, Simulations and HPC Convergence. WBDB 2015: 3-17 - 2013
- [c3]Hiranya Jayathilaka, Pradeep R. Fernando, Paul Fremantle
Improved Server Architecture for Highly Efficient Message Mediation. iiWAS 2013: 418 - 2012
- [c2]Geoffrey Charles Fox, Supun Kamburugamuve, Ryan D. Hartman:
Architecture and measured characteristics of a cloud based internet of things. CTS 2012: 6-12 - [c1]Srinath Perera, Rajika Kumarasiri, Supun Kamburugamuve, Senaka Fernando, Sanjiva Weerawarana, Paul Fremantle
Cloud Services Gateway: A Tool for Exposing Private Services to the Public Cloud with Fine-grained Control. IPDPS Workshops 2012: 2237-2246
Coauthor Index
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