Avinash Kumar

According to our database, Avinash Kumar authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Texera: A System for Collaborative and Interactive Data Analytics Using Workflows.

Zuozhi Wang, Yicong Huang, Shengquan Ni, Avinash Kumar, Sadeem Alsudais, Xiaozhen Liu, Xinyuan Lin, Yunyan Ding, Chen Li

Proc. VLDB Endow., July, 2024

2023

Veer: Verifying Equivalence of Workflow Versions in Iterative Data Analytics.

Sadeem Alsudais, Avinash Kumar, Chen Li

CoRR, 2023

Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent Versions.

Sadeem Alsudais, Avinash Kumar, Chen Li

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2023

2022

Towards Interactive, Adaptive and Result-aware Big Data Analytics

Avinash Kumar

PhD thesis, 2022

Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees.

Zuozhi Wang, Shengquan Ni, Avinash Kumar, Chen Li

Proc. VLDB Endow., 2022

Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera.

Xiaozhen Liu, Zuozhi Wang, Shengquan Ni, Sadeem Alsudais, Yicong Huang, Avinash Kumar, Chen Li

Proc. VLDB Endow., 2022

Towards Interactive, Adaptive and Result-aware Big Data Analytics.

Avinash Kumar

CoRR, 2022

Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees (Extended Version).

Zuozhi Wang, Shengquan Ni, Avinash Kumar, Chen Li

CoRR, 2022

Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis on Big Data.

Avinash Kumar, Sadeem Alsudais, Shengquan Ni, Zuozhi Wang, Yicong Huang, Chen Li

CoRR, 2022

2020

Demonstration of Interactive Runtime Debugging of Distributed Dataflows in Texera.

Zuozhi Wang, Avinash Kumar, Shengquan Ni, Chen Li

Proc. VLDB Endow., 2020

Amber: A Debuggable Dataflow System Based on the Actor Model.

Avinash Kumar, Zuozhi Wang, Shengquan Ni, Chen Li

Proc. VLDB Endow., 2020

2016

Lightweight system for NE-tagged news headlines corpus creation.

Avinash Kumar, Dhaval Patel, Nikita Jain

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016