Pulasthi Wickramasinghe

16 papers Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
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 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
Multidimensional Scaling for Gene Sequence Data with Autoencoders.
CoRR
Pulasthi Wickramasinghe, 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 — 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
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
TSmap3D: Browser visualization of high dimensional time series data.
IEEE BigData
Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Chathuri Wimalasena, Milinda Pathirage, Geoffrey C. Fox