High Performance Data Engineering Everywhere

High Performance Data Engineering Everywhere

19 July 2020

Chathura Widanage

Supun Kamburugamuve

Thejaka Amila Kanewala

Hasara Maithree

P. Wickramasinghe

Geoffrey C. Fox

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Papers citing "High Performance Data Engineering Everywhere"

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Title
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review Karthik Shivashankar Ghadi S. Al Hajj Antonio Martini 110 0 0 15 Apr 2025
Maintainability Challenges in ML: A Systematic Literature Review Karthik Shivashankar Antonio Martini 69 11 0 17 Aug 2024
A Survey of Pipeline Tools for Data Engineering Anthony Mbata Yaji Sripada Mingjun Zhong 119 3 0 12 Jun 2024
Design and Implementation of an Analysis Pipeline for Heterogeneous Data A. Sarker Aymen Alsaadi Niranda Perera Mills Staylor G. V. Laszewski ... Ozgur O. Kilic Mikhail Titov André Merzky S. Jha Geoffrey C. Fox 30 1 0 23 Mar 2024
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes Niranda Perera A. Sarker Mills Staylor G. V. Laszewski Kaiying Shan Supun Kamburugamuve Chathura Widanage V. Abeykoon Thejaka Amíla Kanewela Geoffrey C. Fox 23 5 0 03 Jul 2023
Supercharging Distributed Computing Environments For High Performance Data Engineering Niranda Perera Kaiying Shan Supun Kamburugamuve Thejaka Amíla Kanewela Chathura Widanage A. Sarker Mills Staylor Tianle Zhong V. Abeykoon Geoffrey C. Fox AI4CE 36 7 0 19 Jan 2023
Hybrid Cloud and HPC Approach to High-Performance Dataframes Kaiying Shan Niranda Perera Damitha Sandeepa Lenadora Tianle Zhong A. Sarker Supun Kamburugamuve Thejaka Amíla Kanewela Chathura Widanage Geoffrey C. Fox 70 3 0 28 Dec 2022
High Performance Dataframes from Parallel Processing Patterns Niranda Perera Supun Kamburugamuve Chathura Widanage V. Abeykoon A. Uyar Kaiying Shan Hasara Maithree Damitha Sandeepa Lenadora Thejaka Amila Kanewala Geoffrey C. Fox 35 5 0 13 Sep 2022
HPTMT Parallel Operators for High Performance Data Science & Data Engineering V. Abeykoon Supun Kamburugamuve Chathura Widanage Niranda Perera A. Uyar Thejaka Amila Kanewala G. V. Laszewski Geoffrey C. Fox AI4TS 26 1 0 13 Aug 2021
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks Supun Kamburugamuve Chathura Widanage Niranda Perera V. Abeykoon A. Uyar Thejaka Amila Kanewala G. V. Laszewski Geoffrey C. Fox 19 4 0 27 Jul 2021
A Fast, Scalable, Universal Approach For Distributed Data Aggregations Niranda Perera V. Abeykoon Chathura Widanage Supun Kamburugamuve Thejaka Amila Kanewala P. Wickramasinghe A. Uyar Hasara Maithree Damitha Sandeepa Lenadora Geoffrey C. Fox 26 2 0 27 Oct 2020
Data Engineering for HPC with Python V. Abeykoon Niranda Perera Chathura Widanage Supun Kamburugamuve Thejaka Amila Kanewala Hasara Maithree P. Wickramasinghe A. Uyar Geoffrey C. Fox PINN AI4CE 23 12 0 13 Oct 2020