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Pulasthi Supun Wickramasinghe, Ph.D.
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Year
Anatomy of machine learning algorithm implementations in MPI, Spark, and Flink
S Kamburugamuve, P Wickramasinghe, S Ekanayake, GC Fox
The International Journal of High Performance Computing Applications 32 (1 …, 2018
502018
Twister2: Design of a big data toolkit
S Kamburugamuve, K Govindarajan, P Wickramasinghe, V Abeykoon, ...
Concurrency and Computation: Practice and Experience 32 (3), e5189, 2020
292020
Java thread and process performance for parallel machine learning on multicore hpc clusters
S Ekanayake, S Kamburugamuve, P Wickramasinghe, GC Fox
2016 IEEE international conference on big data (Big Data), 347-354, 2016
222016
Twister2: Tset high-performance iterative dataflow
P Wickramasinghe, S Kamburugamuve, K Govindarajan, V Abeykoon, ...
2019 International Conference on High Performance Big Data and Intelligent …, 2019
212019
Twister: Net-communication library for big data processing in hpc and cloud environments
S Kamburugamuve, P Wickramasinghe, K Govindarajan, A Uyar, ...
2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 383-391, 2018
202018
High performance data engineering everywhere
C Widanage, N Perera, V Abeykoon, S Kamburugamuve, TA Kanewala, ...
2020 IEEE International Conference on Smart Data Services (SMDS), 122-132, 2020
182020
Task scheduling in big data-review, research challenges, and prospects
K Govindarajan, S Kamburugamuve, P Wickramasinghe, V Abeykoon, ...
2017 Ninth International Conference on Advanced Computing (ICoAC), 165-173, 2017
182017
Data engineering for hpc with python
V Abeykoon, N Perera, C Widanage, S Kamburugamuve, TA Kanewala, ...
2020 IEEE/ACM 9th Workshop on Python for High-Performance and Scientific …, 2020
102020
Streaming machine learning algorithms with big data systems
V Abeykoon, S Kamburugamuve, K Govindrarajan, P Wickramasinghe, ...
2019 IEEE International Conference on Big Data (Big Data), 5661-5666, 2019
102019
A fast, scalable, universal approach for distributed data aggregations
N Perera, V Abeykoon, C Widanage, S Kamburugamuve, TA Kanewala, ...
2020 IEEE International Conference on Big Data (Big Data), 2691-2698, 2020
62020
Tsmap3d: Browser visualization of high dimensional time series data
S Kamburugamuve, P Wickramasinghe, S Ekanayake, C Wimalasena, ...
2016 IEEE International Conference on Big Data (Big Data), 3583-3592, 2016
62016
High‐performance iterative dataflow abstractions in Twister2: TSet
P Wickramasinghe, N Perera, S Kamburugamuve, K Govindarajan, ...
Concurrency and Computation: Practice and Experience 34 (12), e5998, 2022
42022
Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks
V Abeykoon, G Fox, M Kim, S Ekanayake, S Kamburugamuve, ...
Concurrency and Computation: Practice and Experience 34 (8), e6292, 2022
42022
Twister2 Cross‐platform resource scheduler for big data
A Uyar, G Gunduz, S Kamburugamuve, P Wickramasinghe, C Widanage, ...
Concurrency and Computation: Practice and Experience 34 (9), e6502, 2022
12022
Similarities and Differences Between Parallel Systems and Distributed Systems
P Wickramasinghe, G Fox
School of Informatics and Computing, Indiana University, Bloomington, IN 47408, 0
1
Multidimensional Scaling for Gene Sequence Data with Autoencoders
P Wickramasinghe, GF Sice
2021 2nd International Conference on Computing and Data Science (CDS), 516-523, 2021
2021
Role of High-Performance Computing in Deep Learning
PS Wickramasinghe
Indiana University, 2021
2021
Indiana, United States
PS Wickramasinghe
Indiana University Bloomington, 2021
2021
Twister2 Demonstrations for BDEC2
S Kamburugamuve, K Govindarajan, P Wickramasinghe, GC Fox
Concurrency and Computation: Practice and Experience, 2019
2019
Dimension Reduction and Visualization of the Structure of Financial Systems
S Kamburugamuve, S Ekanayake, P Wickramasinghe, M Pathirage, ...
2015
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Articles 1–20