publications

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

2022

  1. Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data
    Avinash Kumar, Sadeem Alsudais, Shengquan Ni, and 3 more authors
    CoRR 2022
  2. Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera
    Xiaozhen Liu, Zuozhi Wang, Shengquan Ni, and 4 more authors
    Proc. VLDB Endow. 2022
  3. Fries: fast and consistent runtime reconfiguration in dataflow systems with transactional guarantees
    Zuozhi Wang, Shengquan Ni, Avinash Kumar, and 1 more author
    Proceedings of the VLDB Endowment 2022
  4. Towards Interactive, Adaptive and Result-aware Big Data Analytics
    Avinash Kumar
    arXiv preprint arXiv:2212.07096 2022

2020

  1. Amber: A Debuggable Dataflow System Based on the Actor Model
    Avinash Kumar, Zuozhi Wang, Shengquan Ni, and 1 more author
    Proc. VLDB Endow. 2020
  2. Demonstration of Interactive Runtime Debugging of Distributed Dataflows in Texera
    Zuozhi Wang, Avinash Kumar, Shengquan Ni, and 1 more author
    Proc. VLDB Endow. 2020

2016

  1. Lightweight system for NE-tagged news headlines corpus creation
    Avinash Kumar, Dhaval Patel, and Nikita Jain
    In 2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016 2016