Supun Kamburugamuve

According to our database, Supun Kamburugamuve authored at least 31 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

In-depth analysis on parallel processing patterns for high-performance Dataframes.

Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amila Kanewala, Geoffrey C. Fox

Future Gener. Comput. Syst., December, 2023

Supercharging Distributed Computing Environments For High Performance Data Engineering.

Niranda Perera, Kaiying Shan, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Arup Kumar Sarker, Mills Staylor, Tianle Zhong, Vibhatha Abeykoon, Geoffrey C. Fox

CoRR, 2023

2022

High-performance iterative dataflow abstractions in Twister2: TSet.

Pulasthi Wickramasinghe, Niranda Perera, Supun Kamburugamuve, Kannan Govindarajan, Vibhatha Abeykoon, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Geoffrey C. Fox

Concurr. Comput. Pract. Exp., 2022

Twister2 Cross-platform resource scheduler for big data.

Ahmet Uyar, Gurhan Gunduz, Supun Kamburugamuve, Pulasthi Wickramasinghe, Chathura Widanage, Kannan Govindarajan, Niranda Perera, Vibhatha Abeykoon, Selahattin Akkas, Geoffrey C. Fox

Concurr. Comput. Pract. Exp., 2022

Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks.

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

Concurr. Comput. Pract. Exp., 2022

High Performance Dataframes from Parallel Processing Patterns.

Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox

Proceedings of the Parallel Processing and Applied Mathematics, 2022

Hybrid Cloud and HPC Approach to High-Performance Dataframes.

Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox

Proceedings of the IEEE International Conference on Big Data, 2022

2021

HPTMT Parallel Operators for High Performance Data Science and Data Engineering.

Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox

Frontiers Big Data, 2021

HPTMT Parallel Operators for High Performance Data Science & Data Engineering.

Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox

CoRR, 2021

HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks.

Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

A Fast, Scalable, Universal Approach For Distributed Data Reductions.

Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox

CoRR, 2020

Twister2: Design of a big data toolkit.

Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Vibhatha Abeykoon, Geoffrey C. Fox

Concurr. Comput. Pract. Exp., 2020

High Performance Data Engineering Everywhere.

Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox

Proceedings of the IEEE International Conference on Smart Data Services, 2020

Data Engineering for HPC with Python.

Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox

Proceedings of the 9th IEEE/ACM Workshop on Python for High-Performance and Scientific Computing, 2020

A Fast, Scalable, Universal Approach For Distributed Data Aggregations.

Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Streaming Machine Learning Algorithms with Big Data Systems.

Vibhatha Abeykoon, Gregor von Laszewski, Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Chathura Widanage, Niranda Perera, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Anomaly Detection over Streaming Data: Indy500 Case Study.

Chathura Widanage, Jiayu Li, Sahil Tyagi, Ravi Teja, Bo Peng, Supun Kamburugamuve, Dan Baum, Dayle Smith, Judy Qiu, Jon Koskey

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink.

Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Geoffrey C. Fox

Int. J. High Perform. Comput. Appl., 2018

Twister: Net - Communication Library for Big Data Processing in HPC and Cloud Environments.

Supun Kamburugamuve, Pulasthi Wickramasinghe, Kannan Govindarajan, Ahmet Uyar, Gurhan Gunduz, Vibhatha Abeykoon, Geoffrey C. Fox

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Low Latency Stream Processing: Apache Heron with Infiniband & Intel Omni-Path.

Supun Kamburugamuve, Karthik Ramasamy, Martin Swany, Geoffrey C. Fox

Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

2016

SPIDAL Java: high performance data analytics with Java and MPI on large multicore HPC clusters.

Saliya Ekanayake, Supun Kamburugamuve, Geoffrey C. Fox

Proceedings of the 24th High Performance Computing Symposium, 2016

Towards High Performance Processing of Streaming Data in Large Data Centers.

Supun Kamburugamuve, Saliya Ekanayake, Milinda Pathirage, Geoffrey C. Fox

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Cloud-based Parallel Implementation of SLAM for Mobile Robots.

Supun Kamburugamuve, Hengjing He, Geoffrey C. Fox, David J. Crandall

Proceedings of the International Conference on Internet of Things and Cloud Computing, 2016

TSmap3D: Browser visualization of high dimensional time series data.

Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Chathuri Wimalasena, Milinda Pathirage, Geoffrey C. Fox

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Java thread and process performance for parallel machine learning on multicore HPC clusters.

Saliya Ekanayake, Supun Kamburugamuve, Pulasthi Wickramasinghe, Geoffrey C. Fox

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

A Framework for Real Time Processing of Sensor Data in the Cloud.

Supun Kamburugamuve, Leif Christiansen, Geoffrey C. Fox

J. Sensors, 2015

Big Data, Simulations and HPC Convergence.

Geoffrey C. Fox, Judy Qiu, Shantenu Jha, Saliya Ekanayake, Supun Kamburugamuve

Proceedings of the Big Data Benchmarking, 2015

HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack.

Geoffrey C. Fox, Judy Qiu, Supun Kamburugamuve, Shantenu Jha, André Luckow

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2013

Improved Server Architecture for Highly Efficient Message Mediation.

Hiranya Jayathilaka, Pradeep R. Fernando, Paul Fremantle, Kasun Indrasiri, Dushan Abeyruwan, Supun Kamburugamuve, Sadeep Jayasumana, Sanjiva Weerawarana, Srinath Perera

Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services, 2013

2012

Cloud Services Gateway: A Tool for Exposing Private Services to the Public Cloud with Fine-grained Control.

Srinath Perera, Rajika Kumarasiri, Supun Kamburugamuve, Senaka Fernando, Sanjiva Weerawarana, Paul Fremantle

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Architecture and measured characteristics of a cloud based internet of things.

Geoffrey Charles Fox, Supun Kamburugamuve, Ryan D. Hartman

Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012