Supun Kamburugamuve

Orcid: 0000-0002-4282-1419

According to our database1, Supun Kamburugamuve authored at least 31 papers between 2012 and 2023.

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Bibliography

2023
In-depth analysis on parallel processing patterns for high-performance Dataframes.
Future Gener. Comput. Syst., December, 2023

Supercharging Distributed Computing Environments For High Performance Data Engineering.
CoRR, 2023

2022
High-performance iterative dataflow abstractions in Twister2: TSet.
Concurr. Comput. Pract. Exp., 2022

Twister2 Cross-platform resource scheduler for big data.
Concurr. Comput. Pract. Exp., 2022

Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks.
Concurr. Comput. Pract. Exp., 2022

High Performance Dataframes from Parallel Processing Patterns.
Proceedings of the Parallel Processing and Applied Mathematics, 2022

Hybrid Cloud and HPC Approach to High-Performance Dataframes.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
HPTMT Parallel Operators for High Performance Data Science and Data Engineering.
Frontiers Big Data, 2021

HPTMT Parallel Operators for High Performance Data Science & Data Engineering.
CoRR, 2021

HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
A Fast, Scalable, Universal Approach For Distributed Data Reductions.
CoRR, 2020

Twister2: Design of a big data toolkit.
Concurr. Comput. Pract. Exp., 2020

High Performance Data Engineering Everywhere.
Proceedings of the IEEE International Conference on Smart Data Services, 2020

Data Engineering for HPC with Python.
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.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Streaming Machine Learning Algorithms with Big Data Systems.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Anomaly Detection over Streaming Data: Indy500 Case Study.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink.
Int. J. High Perform. Comput. Appl., 2018

Twister: Net - Communication Library for Big Data Processing in HPC and Cloud Environments.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Low Latency Stream Processing: Apache Heron with Infiniband & Intel Omni-Path.
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.
Proceedings of the 24th High Performance Computing Symposium, 2016

Towards High Performance Processing of Streaming Data in Large Data Centers.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Cloud-based Parallel Implementation of SLAM for Mobile Robots.
Proceedings of the International Conference on Internet of Things and Cloud Computing, 2016

TSmap3D: Browser visualization of high dimensional time series data.
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.
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.
J. Sensors, 2015

Big Data, Simulations and HPC Convergence.
Proceedings of the Big Data Benchmarking, 2015

HPC-ABDS High Performance Computing Enhanced Apache Big Data Stack.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2013
Improved Server Architecture for Highly Efficient Message Mediation.
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.
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.
Proceedings of the 2012 International Conference on Collaboration Technologies and Systems, 2012


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