Pulasthi Wickramasinghe

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 16

Top Topics

Support Vector Machine

Machine Learning

Top Venues

Concurr. Comput. Pract. Exp.

Publications

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
Stochastic gradient descent-based support vector machines training optimization on Big Data and HPC frameworks. Concurr. Comput. Pract. Exp. 34 (8) (2022)
Ahmet Uyar, Gurhan Gunduz, Supun Kamburugamuve, Pulasthi Wickramasinghe, Chathura Widanage, Kannan Govindarajan, Niranda Perera, Vibhatha Abeykoon, Selahattin Akkas, Geoffrey C. Fox
Twister2 Cross-platform resource scheduler for big data. Concurr. Comput. Pract. Exp. 34 (9) (2022)
Pulasthi Wickramasinghe, Niranda Perera, Supun Kamburugamuve, Kannan Govindarajan, Vibhatha Abeykoon, Chathura Widanage, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas, Geoffrey C. Fox
High-performance iterative dataflow abstractions in Twister2: TSet. Concurr. Comput. Pract. Exp. 34 (12) (2022)
Pulasthi Wickramasinghe, Geoffrey C. Fox
Multidimensional Scaling for Gene Sequence Data with Autoencoders. CoRR (2021)
Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox
Data Engineering for HPC with Python. PyHPC@SC (2020)
Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox
High Performance Data Engineering Everywhere. SMDS (2020)
Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Vibhatha Abeykoon, Geoffrey C. Fox
Twister2: Design of a big data toolkit. Concurr. Comput. Pract. Exp. 32 (3) (2020)
Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox
A Fast, Scalable, Universal Approach For Distributed Data Aggregations. IEEE BigData (2020)
Niranda Perera, Vibhatha Abeykoon, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Pulasthi Wickramasinghe, Ahmet Uyar, Hasara Maithree, Damitha Lenadora, Geoffrey C. Fox
A Fast, Scalable, Universal Approach For Distributed Data Reductions. CoRR (2020)
Vibhatha Abeykoon, Niranda Perera, Chathura Widanage, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Geoffrey C. Fox
Data Engineering for HPC with Python. CoRR (2020)
Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Supun Kamburugamuve, Thejaka Amila Kanewala, Hasara Maithree, Pulasthi Wickramasinghe, Ahmet Uyar, Gurhan Gunduz, Geoffrey C. Fox
High Performance Data Engineering Everywhere. CoRR (2020)
Vibhatha Abeykoon, Gregor von Laszewski, Supun Kamburugamuve, Kannan Govindarajan, Pulasthi Wickramasinghe, Chathura Widanage, Niranda Perera, Ahmet Uyar, Gurhan Gunduz, Selahattin Akkas
Streaming Machine Learning Algorithms with Big Data Systems. IEEE BigData (2019)
Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Geoffrey C. Fox
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink. Int. J. High Perform. Comput. Appl. 32 (1) (2018)
Supun Kamburugamuve, Pulasthi Wickramasinghe, Kannan Govindarajan, Ahmet Uyar, Gurhan Gunduz, Vibhatha Abeykoon, Geoffrey C. Fox
Twister: Net - Communication Library for Big Data Processing in HPC and Cloud Environments. IEEE CLOUD (2018)
Supun Kamburugamuve, Pulasthi Wickramasinghe, Saliya Ekanayake, Chathuri Wimalasena, Milinda Pathirage, Geoffrey C. Fox
TSmap3D: Browser visualization of high dimensional time series data. IEEE BigData (2016)
Saliya Ekanayake, Supun Kamburugamuve, Pulasthi Wickramasinghe, Geoffrey C. Fox
Java thread and process performance for parallel machine learning on multicore HPC clusters. IEEE BigData (2016)