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 | 24 | 2020 |
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 | 8 | 2020 |
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 | 7 | 2022 |
Fries: fast and consistent runtime reconfiguration in dataflow systems with transactional guarantees Z Wang, S Ni Proceedings of the VLDB Endowment, 2023 | 2 | 2023 |
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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 | 1 | 2016 |
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 | | |