Supun Kamburugamuve

38 papers B 4C 1Misc 1Journal 18Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Theseus: A Distributed and Scalable GPU-Accelerated Query Processing Platform Optimized for Efficient Data Movement.
CoRR
Felipe Aramburú, William Malpica, Kaouther Abrougui, Amin Aramoon, Romulo Auccapuclla, Claude Brisson, Matthijs Brobbel, Colby Farrell, Pradeep Garigipati, Joost Hoozemans, Supun Kamburugamuve, Akhil Nair, Alexander Ocsa, Johan Peltenburg, Rubén Quesada López, Deepak Sihag, Ahmet Uyar, Dhruv Vats, Michael Wendt, Jignesh M. Patel, Rodrigo Aramburú
2023 J jnl
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes.
CoRR
Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amíla Kanewela, Geoffrey C. Fox
2023 J jnl
In-depth analysis on parallel processing patterns for high-performance Dataframes.
Future Gener. Comput. Syst.
Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amila Kanewala, Geoffrey C. Fox
2023 J jnl
Supercharging Distributed Computing Environments For High Performance Data Engineering.
CoRR
Niranda Perera, Kaiying Shan, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Arup Kumar Sarker, Mills Staylor, Tianle Zhong, Vibhatha Abeykoon, Geoffrey C. Fox
2022 — conf
High Performance Dataframes from Parallel Processing Patterns.
PPAM (1)
Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox
2022 J jnl
High Performance Dataframes from Parallel Processing Patterns.
CoRR
Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox
2022 J jnl
High-performance iterative dataflow abstractions in Twister2: TSet.
Concurr. Comput. Pract. Exp.
Pulasthi Wickramasinghe, Niranda Perera, Supun Kamburugamuve, Kannan Govindarajan, Vibhatha Abeykoon, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Geoffrey C. Fox
2022 B conf
Hybrid Cloud and HPC Approach to High-Performance Dataframes.
IEEE Big Data
Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox
2022 J jnl
Hybrid Cloud and HPC Approach to High-Performance Dataframes.
CoRR
Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox
2022 J jnl
Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks.
Concurr. Comput. Pract. Exp.
Vibhatha Abeykoon, Geoffrey C. Fox, Minje Kim, Saliya Ekanayake, Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Niranda Perera, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahatin Akkas
2022 J jnl
Twister2 Cross-platform resource scheduler for big data.
Concurr. Comput. Pract. Exp.
Ahmet Uyar, Gurhan Gunduz, Supun Kamburugamuve, Pulasthi Wickramasinghe, Chathura Widanage, Kannan Govindarajan, Niranda Perera, Vibhatha Abeykoon, Selahattin Akkas, Geoffrey C. Fox
2021 J jnl
HPTMT Parallel Operators for High Performance Data Science & Data Engineering.
CoRR
Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox
2021 J jnl
HPTMT Parallel Operators for High Performance Data Science and Data Engineering.
Frontiers Big Data
Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox
2021 B conf
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks.
CLOUD
Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox
2021 J jnl
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks.
CoRR
Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox
2020 — conf
A Fast, Scalable, Universal Approach For Distributed Data Aggregations.
IEEE BigData
Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox
2020 J jnl
A Fast, Scalable, Universal Approach For Distributed Data Reductions.
CoRR
Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox
2020 — conf
Data Engineering for HPC with Python.
PyHPC@SC
Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox
2020 J jnl
Data Engineering for HPC with Python.
CoRR
Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox
2020 — conf
High Performance Data Engineering Everywhere.
SMDS
Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox
2020 J jnl
High Performance Data Engineering Everywhere.
CoRR
Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox
2020 J jnl
Twister2: Design of a big data toolkit.
Concurr. Comput. Pract. Exp.
Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Vibhatha Abeykoon, Geoffrey C. Fox
2019 B conf
Anomaly Detection over Streaming Data: Indy500 Case Study.
CLOUD
Chathura Widanage, Jiayu Li, Sahil Tyagi, Ravi Teja, Bo Peng, Supun Kamburugamuve, Dan Baum, Dayle Smith, Judy Qiu, Jon Koskey
2019 — conf
Streaming Machine Learning Algorithms with Big Data Systems.
IEEE BigData
Vibhatha Abeykoon, Gregor von Laszewski, Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Chathura Widanage, Niranda Perera, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas
2018 J jnl
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink.
Int. J. High Perform. Comput. Appl.
Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Geoffrey C. Fox
2018 — conf
Twister: Net - Communication Library for Big Data Processing in HPC and Cloud Environments.
IEEE CLOUD
Supun Kamburugamuve, Pulasthi Wickramasinghe, Kannan Govindarajan, Ahmet Uyar, Gurhan Gunduz, Vibhatha Abeykoon, Geoffrey C. Fox
2017 Misc conf
Low Latency Stream Processing: Apache Heron with Infiniband & Intel Omni-Path.
UCC
Supun Kamburugamuve, Karthik Ramasamy, Martin Swany, Geoffrey C. Fox
2016 — conf
Cloud-based Parallel Implementation of SLAM for Mobile Robots.
ICC 2016
Supun Kamburugamuve, Hengjing He, Geoffrey C. Fox, David J. Crandall
2016 — conf
Java thread and process performance for parallel machine learning on multicore HPC clusters.
IEEE BigData
Saliya Ekanayake, Supun Kamburugamuve, Pulasthi Wickramasinghe, Geoffrey C. Fox
2016 — conf
SPIDAL Java: high performance data analytics with Java and MPI on large multicore HPC clusters.
SpringSim (HPS)
Saliya Ekanayake, Supun Kamburugamuve, Geoffrey C. Fox
2016 — conf
TSmap3D: Browser visualization of high dimensional time series data.
IEEE BigData
Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Chathuri Wimalasena, Milinda Pathirage, Geoffrey C. Fox
2016 — conf
Towards High Performance Processing of Streaming Data in Large Data Centers.
IPDPS Workshops
Supun Kamburugamuve, Saliya Ekanayake, Milinda Pathirage, Geoffrey C. Fox
2015 J jnl
A Framework for Real Time Processing of Sensor Data in the Cloud.
J. Sensors
Supun Kamburugamuve, Leif Christiansen, Geoffrey C. Fox
2015 — conf
Big Data, Simulations and HPC Convergence.
WBDB
Geoffrey C. Fox, Judy Qiu, Shantenu Jha, Saliya Ekanayake, Supun Kamburugamuve
2015 B conf
HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack.
CCGRID
Geoffrey C. Fox, Judy Qiu, Supun Kamburugamuve, Shantenu Jha, André Luckow
2013 C conf
Improved Server Architecture for Highly Efficient Message Mediation.
iiWAS
Hiranya Jayathilaka, Pradeep R. Fernando, Paul Fremantle, Kasun Indrasiri, Dushan Abeyruwan, Supun Kamburugamuve, Sadeep Jayasumana, Sanjiva Weerawarana, Srinath Perera
2012 — conf
Architecture and measured characteristics of a cloud based internet of things.
CTS
Geoffrey Charles Fox, Supun Kamburugamuve, Ryan D. Hartman
2012 — conf
Cloud Services Gateway: A Tool for Exposing Private Services to the Public Cloud with Fine-grained Control.
IPDPS Workshops
Srinath Perera, Rajika Kumarasiri, Supun Kamburugamuve, Senaka Fernando, Sanjiva Weerawarana, Paul Fremantle