Data platforms and analytics
Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.
Publication
STEAM: Observability-Preserving Trace Sampling
Video
Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example
Abstract: Data management and analysis tasks are often carried out using spreadsheet software. A popular feature in most spreadsheet platforms is the ability to define data-dependent formatting rules. These rules can express actions such as…
Project
Query Acceleration for Data Lakes
Accelerating query processing on open data formats As businesses become more data-driven, there is an increasing interest in adopting data lakes (e.g., Microsoft Fabric) in large enterprises. A data lake is a large storage repository…