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Publication search results
found 39 matches
- 2023
- Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amila Kanewala, Geoffrey C. Fox:
In-depth analysis on parallel processing patterns for high-performance Dataframes. Future Gener. Comput. Syst. 149: 250-264 (2023) - Suresha Perera, Supunmali Ahangama, Indika Perera, Sandunika Hathnapitiya:
Predicting Twitter Hate User Behavior Using Big Five Personality Traits and Ensemble Machine Learning. HCI (15) 2023: 116-130 - Narada Wijerathne, Jamini Samarathunge, Krishalika Rathnayake, Supuni Jayasinghe, Sapumal Ahangama, Indika Perera, Vinura Dhananjaya, Lushanthan Sivaneasharajah:
Deep Learning Based Personalized Stock Recommender System. ICONIP (12) 2023: 362-374 - Niranda Perera, Kaiying Shan, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Arup Kumar Sarker, Mills Staylor, Tianle Zhong, Vibhatha Abeykoon, Geoffrey C. Fox:
Supercharging Distributed Computing Environments For High Performance Data Engineering. CoRR abs/2301.07896 (2023) - Niranda Perera, Arup Kumar Sarker, Mills Staylor, Gregor von Laszewski, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Thejaka Amíla Kanewela, Geoffrey C. Fox:
In-depth Analysis On Parallel Processing Patterns for High-Performance Dataframes. CoRR abs/2307.01394 (2023) - 2022
- 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) - Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox:
Hybrid Cloud and HPC Approach to High-Performance Dataframes. IEEE Big Data 2022: 2728-2736 - Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox:
High Performance Dataframes from Parallel Processing Patterns. PPAM (1) 2022: 291-304 - Niranda Perera, Supun Kamburugamuve, Chathura Widanage, Vibhatha Abeykoon, Ahmet Uyar, Kaiying Shan, Hasara Maithree, Damitha Lenadora, Thejaka Amila Kanewala, Geoffrey C. Fox:
High Performance Dataframes from Parallel Processing Patterns. CoRR abs/2209.06146 (2022) - Kaiying Shan, Niranda Perera, Damitha Lenadora, Tianle Zhong, Arup Kumar Sarker, Supun Kamburugamuve, Thejaka Amíla Kanewela, Chathura Widanage, Geoffrey C. Fox:
Hybrid Cloud and HPC Approach to High-Performance Dataframes. CoRR abs/2212.13732 (2022) - 2021
- Piumi Perera, Geethya Tennakoon, Supunmali Ahangama, Rangana Panditharathna, Buddhika Chathuranga:
A Systematic Mapping of Introductory Programming Languages for Novice Learners. IEEE Access 9: 88121-88136 (2021) - Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT Parallel Operators for High Performance Data Science and Data Engineering. Frontiers Big Data 4: 756041 (2021) - Vinod Kumar Chauhan, Supun Perera, Alexandra Brintrup:
The relationship between nested patterns and the ripple effect in complex supply networks. Int. J. Prod. Res. 59(1): 325-341 (2021) - Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. CLOUD 2021: 228-239 - Piumi Perera, Supunmali Ahangama:
SimplyTrans: A Simplified Approach to Sinhala-Based Coding and Introductory Programming Language Localization. ICIIS 2021: 318-323 - Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Vibhatha Abeykoon, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks. CoRR abs/2107.12807 (2021) - Vibhatha Abeykoon, Supun Kamburugamuve, Chathura Widanage, Niranda Perera, Ahmet Uyar, Thejaka Amila Kanewala, Gregor von Laszewski, Geoffrey C. Fox:
HPTMT Parallel Operators for High Performance Data Science & Data Engineering. CoRR abs/2108.06001 (2021) - 2020
- Supun Perera, Dharshana Kasthurirathna, Michael G. H. Bell, Michiel C. J. Bliemer:
Topological rationality of supply chain networks. Int. J. Prod. Res. 58(10): 3126-3149 (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: 2691-2698 - 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: 13-21 - 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: 122-132 - 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 abs/2007.09589 (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 abs/2010.06312 (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 abs/2010.14596 (2020) - 2019
- 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: 5661-5666 - Alexandra Brintrup, Supun Perera:
Quantifying Outsourcing Risk Arising from Product Interdependencies in Supply Networks. GC 2019: 75-82 - Nilushan Costa, Malith Jayasinghe, Ajantha S. Atukorale, Supun Abeysinghe, Srinath Perera, Isuru Perera:
ADAPT-T: An Adaptive Algorithm for Auto-Tuning Worker Thread Pool Size in Application Servers. ISCC 2019: 1-6 - 2018
- Supun Perera:
Topological Approach for Modelling the Structure, Dynamics and Robustness of Supply Chain Networks. University of Sydney, Australia, 2018
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