publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

  1. Hybrid Cloud and HPC Approach to High-Performance Dataframes
    Shan, Kaiying, Perera, Niranda, Lenadora, Damitha, Zhong, Tianle, Sarker, Arup, Kamburugamuve, Supun, Kanewela, Thejaka Amila, Widanage, Chathura, and Fox, Geoffrey
    arXiv preprint arXiv:2212.13732 2022
  2. High Performance Dataframes from Parallel Processing Patterns
    Perera, Niranda, Kamburugamuve, Supun, Widanage, Chathura, Abeykoon, Vibhatha, Uyar, Ahmet, Shan, Kaiying, Maithree, Hasara, Lenadora, Damitha, Kanewala, Thejaka Amila, and Fox, Geoffrey
    arXiv preprint arXiv:2209.06146 2022

2021

  1. HPTMT Parallel Operators for High Performance Data Science & Data Engineering
    Abeykoon, Vibhatha, Kamburugamuve, Supun, Widanage, Chathura, Perera, Niranda, Uyar, Ahmet, Kanewala, Thejaka Amila, Laszewski, Gregor, and Fox, Geoffrey
    arXiv preprint arXiv:2108.06001 2021
  2. HPTMT: Operator-Based Architecture for Scalable High-Performance Data-Intensive Frameworks
    Kamburugamuve, Supun, Widanage, Chathura, Perera, Niranda, Abeykoon, Vibhatha, Uyar, Ahmet, Kanewala, Thejaka Amila, Von Laszewski, Gregor, and Fox, Geoffrey
    In 2021 IEEE 14th International Conference on Cloud Computing (CLOUD) 2021

2020

  1. A Fast, Scalable, Universal Approach For Distributed Data Aggregations
    Perera, Niranda, Abeykoon, Vibhatha, Widanage, Chathura, Kamburugamuve, Supun, Kanewala, Thejaka Amila, Wickramasinghe, Pulasthi, Uyar, Ahmet, Maithree, Hasara, Lenadora, Damitha, and Fox, Geoffrey
    arXiv preprint arXiv:2010.14596 2020
  2. Data engineering for hpc with python
    Abeykoon, Vibhatha, Perera, Niranda, Widanage, Chathura, Kamburugamuve, Supun, Kanewala, Thejaka Amila, Maithree, Hasara, Wickramasinghe, Pulasthi, Uyar, Ahmet, and Fox, Geoffrey
    In 2020 IEEE/ACM 9th Workshop on Python for High-Performance and Scientific Computing (PyHPC) 2020
  3. High performance data engineering everywhere
    Widanage, Chathura, Perera, Niranda, Abeykoon, Vibhatha, Kamburugamuve, Supun, Kanewala, Thejaka Amila, Maithree, Hasara, Wickramasinghe, Pulasthi, Uyar, Ahmet, Gunduz, Gurhan, and Fox, Geoffrey
    In 2020 IEEE International Conference on Smart Data Services (SMDS) 2020
  4. High-performance iterative dataflow abstractions in Twister2: TSet
    Wickramasinghe, Pulasthi, Perera, Niranda, Kamburugamuve, Supun, Govindarajan, Kannan, Abeykoon, Vibhatha, Widanage, Chathura, Uyar, Ahmet, Gunduz, Gurhan, Akkas, Selahattin, and Fox, Geoffrey
    Concurrency and Computation: Practice and Experience 2020

2019

  1. Twister2: Tset high-performance iterative dataflow
    Wickramasinghe, Pulasthi, Kamburugamuve, Supun, Govindarajan, Kannan, Abeykoon, Vibhatha, Widanage, Chathura, Perera, Niranda, Uyar, Ahmet, Gunduz, Gurhan, Akkas, Selahattin, and Fox, Geoffrey
    In 2019 International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS) 2019

2018