Arnab Sinha

31 papers 17 citations h-index 2 2001–2026

Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing

Big data processing at the production scale presents a highly complex environment for resource optimization (RO), a problem crucial for meeting performance goals and budgetary constraints of...

15 citations 2022-07 PVLDB, 17(11): 3565-3579, 2024

Boosting Cloud Data Analytics using Multi-Objective Optimization

Data analytics in the cloud has become an integral part of enterprise businesses. Big data analytics systems, however, still lack the ability to take user performance goals and budgetary...

2 citations 2020-05 arXiv.org