Pulasthi Wickramasinghe

According to our database, Pulasthi Wickramasinghe authored at least 14 papers between 2016 and 2022.

Collaborative distances:

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

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

2021

Multidimensional Scaling for Gene Sequence Data with Autoencoders.

Pulasthi Wickramasinghe, Geoffrey C. Fox

CoRR, 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

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

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