Overview
Database systems, Architectures and algorithms for self-managing database systems, Autonomic computing. Data management for new application domains
Current Appointments & Affiliations
Adjunct Associate Professor of Computer Science
·
2022 - Present
Computer Science,
Trinity College of Arts & Sciences
Recent Publications
Black or White? How to Develop an AutoTuner for Memory-based Analytics
Conference Proceedings of the ACM SIGMOD International Conference on Management of Data · June 14, 2020 There is a lot of interest today in building autonomous (or, self-driving) data processing systems. An emerging school of thought is to leverage AI-driven "black box" algorithms for this purpose. In this paper, we present a contrarian view. We study the pr ... Full text CiteReflective control for an elastic cloud application: An automated experiment workbench
Conference Workshop on Hot Topics in Cloud Computing, HotCloud 2009 · January 1, 2020 © Workshop on Hot Topics in Cloud Computing, HotCloud 2009.All right reserved. This paper addresses “reflective” control for applications that use server resources from a shared cloud infrastructure opportunistically. In this approach, an external reflecti ... CiteReflective control for an elastic cloud application: An automated experiment workbench
Conference Workshop on Hot Topics in Cloud Computing, HotCloud 2009 · January 1, 2020 © Workshop on Hot Topics in Cloud Computing, HotCloud 2009.All right reserved. This paper addresses “reflective” control for applications that use server resources from a shared cloud infrastructure opportunistically. In this approach, an external reflecti ... CiteRecent Grants
CSR: Small: BaaS: Benchmarking-as-a-Service for Improved Visibility, Diagnosis, and Control of Modern Data Analytics Platforms
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2014 - 2017III: Small: Cumulon: Easy and Efficient Statistical Big-Data Analysis in the Cloud
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2013 - 2017III: Small: MapReduce Workload Management
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2012 - 2016View All Grants
Education, Training & Certifications
Stanford University ·
2005
Ph.D.