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 (IEEE BigData, 2019)

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 (IEEE BigData, 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 (PyHPC@SC, 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 (SMDS, 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)

HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. - Supun Kamburugamuve; Chathura Widanage; Niranda Perera; Vibhatha Abeykoon; Ahmet Uyar; Thejaka Amila Kanewala; Gregor von Laszewski; Geoffrey C. Fox (CLOUD, 2021)

HPTMT Parallel Operators for High Performance Data Science & Data Engineering. - Vibhatha Abeykoon; Supun Kamburugamuve; Chathura Widanage; Niranda Perera; Ahmet Uyar; Thejaka Amila Kanewala; Gregor von Laszewski; Geoffrey C. Fox (CoRR, 2021)

HPTMT Parallel Operators for High Performance Data Science and Data Engineering. - Vibhatha Abeykoon; Supun Kamburugamuve; Chathura Widanage; Niranda Perera; Ahmet Uyar; Thejaka Amila Kanewala; Gregor von Laszewski; Geoffrey C. Fox (Frontiers Big Data, 2021)

Hybrid Cloud and HPC Approach to High-Performance Dataframes. - Kaiying Shan; Niranda Perera; Damitha Lenadora; Tianle Zhong; Arup Kumar Sarker; Supun Kamburugamuve; Thejaka Amíla Kanewela; Chathura Widanage; Geoffrey C. Fox (IEEE Big Data, 2022)

High Performance Dataframes from Parallel Processing Patterns. - Niranda Perera; Supun Kamburugamuve; Chathura Widanage; Vibhatha Abeykoon; Ahmet Uyar; Kaiying Shan; Hasara Maithree; Damitha Lenadora; Thejaka Amila Kanewala; Geoffrey C. Fox (PPAM (1), 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)

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)

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)

Supercharging Distributed Computing Environments For High Performance Data Engineering. - Niranda Perera; Kaiying Shan; Supun Kamburugamuve; Thejaka Amíla Kanewela; Chathura Widanage; Arup Kumar Sarker; Mills Staylor; Tianle Zhong; Vibhatha Abeykoon; Geoffrey C. Fox (CoRR, 2023)

In-depth analysis on parallel processing patterns for high-performance Dataframes. - Niranda Perera; Arup Kumar Sarker; Mills Staylor; Gregor von Laszewski; Kaiying Shan; Supun Kamburugamuve; Chathura Widanage; Vibhatha Abeykoon; Thejaka Amila Kanewala; Geoffrey C. Fox (Future Gener. Comput. Syst., 2023)

Radical-Cylon: A Heterogeneous Data Pipeline for Scientific Computing. - Arup Kumar Sarker; Aymen Alsaadi; Niranda Perera; Mills Staylor; Gregor von Laszewski; Matteo Turilli; Ozgur Ozan Kilic; Mikhail Titov; André Merzky; Shantenu Jha; Geoffrey C. Fox (JSSPP, 2024)

Design and Implementation of an Analysis Pipeline for Heterogeneous Data. - Arup Kumar Sarker; Aymen Alsaadi; Niranda Perera; Mills Staylor; Gregor von Laszewski; Matteo Turilli; Ozgur Ozan Kilic; Mikhail Titov; André Merzky; Shantenu Jha; Geoffrey C. Fox (CoRR, 2024)