Data platforms and analytics
Project
FRA: Flexible Resource Allocation in Multi-Tenant Relational Database-as-a-Service
Oversubscription is an essential cost management strategy in multi-tenant, cloud Database-as-a-Service (DBaaS), and its importance is magnified by the emergence of serverless databases. In the FRA project, we have developed novel resource management techniques that…
Video
VLDB 2023 Presentation for CORNET: Learning Table Formatting Rules By Example
Cornet: Learning Table Formatting Rules By Example. Mukul Singh, José Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, and Gust Verbruggen. Proc. VLDB Endow. 16, 10 (June 2023), 2632–2644. Link to PDF of…
Publication
STEAM: Observability-Preserving Trace Sampling
Microsoft Research Blog
Understanding the user: How the Enterprise System Usability Scale aligns with user reality
This position research paper was presented at the 26th ACM Conference on Computer-Supported Cooperative Work and Social Computing (opens in new tab) (CSCW 2023), a premier venue for research on the design and use of…
Microsoft Research Blog
Research Focus: Week of October 9, 2023
Research Focus: Principal researcher Lester Mackey recognized for pioneering statistical and ML techniques; Pareto frontiers in neural feature learning; structural inequality in the influencer industry; new research on cardinality estimation.
