64 citations · 323 across the 25 of their papers we have counts for
4 papers · 1 filter
Storing and Analyzing Historical Graph Data at Scale
Udayan Khurana, Amol Deshpande
The work on large-scale graph analytics to date has largely focused on the study of static properties of graph snapshots. However, a static view of interactions between entities is…
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…
CrowdGather: Entity Extraction over Structured Domains
Theodoros Rekatsinas, Amol Deshpande, Aditya Parameswaran
Crowdsourced entity extraction is often used to acquire data for many applications, including recommendation systems, construction of aggregated listings and directories, and knowl…