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Avinash Kumar
Avinash Kumar
Google, (PhD, UC Irvine)
Verified email at uci.edu
Title
Cited by
Cited by
Year
Amber: A Debuggable Dataflow System Based on the Actor Model
A Kumar, Z Wang, S Ni, C Li
Proceedings of the VLDB Endowment 13 (5), 2020
242020
Demonstration of interactive runtime debugging of distributed dataflows in Texera
Z Wang, A Kumar, S Ni, C Li
Proceedings of the VLDB Endowment 13 (12), 2953-2956, 2020
82020
Demonstration of collaborative and interactive workflow-based data analytics in texera
X Liu, Z Wang, S Ni, S Alsudais, Y Huang, A Kumar, C Li
Proceedings of the VLDB Endowment 15 (12), 3738-3741, 2022
72022
Fries: fast and consistent runtime reconfiguration in dataflow systems with transactional guarantees
Z Wang, S Ni
Proceedings of the VLDB Endowment, 2023
22023
How the experience of California wildfires shape Twitter climate change framings
JWY Ko, S Ni, A Taylor, X Chen, Y Huang, A Kumar, S Alsudais, Z Wang, ...
Climatic Change 177 (1), 1-21, 2024
12024
Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent Versions
S Alsudais, A Kumar, C Li
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-7, 2023
12023
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees (Extended Version)
Z Wang, S Ni, A Kumar, C Li
arXiv preprint arXiv:2210.10306, 2022
12022
Lightweight system for NE-tagged news headlines corpus creation
A Kumar, D Patel, N Jain
2016 IEEE International Conference on Big Data (Big Data), 3903-3912, 2016
12016
The Marketing and Perceptions of Non-Tobacco Blunt Wraps on Twitter
JU Rhee, Y Huang, AJ Soroosh, S Alsudais, S Ni, A Kumar, J Paredes, ...
Substance Use & Misuse 59 (4), 469-477, 2024
2024
Veer: Verifying Equivalence of Workflow Versions in Iterative Data Analytics
S Alsudais, A Kumar, C Li
arXiv preprint arXiv:2309.13762, 2023
2023
Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data
A Kumar, S Alsudais, S Ni, Z Wang, Y Huang, C Li
arXiv preprint arXiv:2208.13143, 2022
2022
Towards Interactive, Adaptive and Result-aware Big Data Analytics
A Kumar
University of California, Irvine, 2022
2022
Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees (Long Version)
Z Wang, S Ni, A Kumar, C Li
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