9 citations · 25 across the 4 of their papers we have counts for
4 papers
ProvDB: A System for Lifecycle Management of Collaborative Analysis Workflows
Hui Miao, Amit Chavan, Amol Deshpande
As data-driven methods are becoming pervasive in a wide variety of disciplines, there is an urgent need to develop scalable and sustainable tools to simplify the process of data sc…
Towards a unified query language for provenance and versioning
Amit Chavan, Silu Huang, Amol Deshpande +3
Organizations and teams collect and acquire data from various sources, such as social interactions, financial transactions, sensor data, and genome sequencers. Different teams in a…
Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff
Souvik Bhattacherjee, Amit Chavan, Silu Huang +2
The relative ease of collaborative data science and analysis has led to a proliferation of many thousands or millions of of the same datasets in many scientific and comm…
DataHub: Collaborative Data Science & Dataset Version Management at Scale
Anant Bhardwaj, Souvik Bhattacherjee, Amit Chavan +4
Relational databases have limited support for data collaboration, where teams collaboratively curate and analyze large datasets. Inspired by software version control systems like g…