Sotabase

Career

· Professor, California Institute of Technology2012–2015
· Assistant Professor, California Institute of Technology2007–2012
· Carl F Braun Professor of Computing and Mathematical Sciences, California Institute of Technology2007–
· PhD in Computer Science, Carnegie Mellon University2007–
· MS in Computer Science, Carnegie Mellon University2004–
· Bachelor's degree, Carnegie Mellon University2001–
· B.S. in Computer Science and Mathematics, Carnegie Mellon University2001–

Publications (339)

Thinking fast and slow: Optimization decomposition across timescales
IEEE Conference on Decision and Control · 2017
3,067
cited
Dynamic Right-Sizing for Power-Proportional Data Centers
IEEE/ACM Transactions on Networking · 2011
771
cited
Renewable and cooling aware workload management for sustainable data centers
Measurement and Modeling of Computer Systems · 2012
475
cited
Greening geographical load balancing
Measurement and Modeling of Computer Systems · 2011
443
cited
Online algorithms for geographical load balancing
2012 International Green Computing Conference (IGCC) · 2012
308
cited
Open Versus Closed: A Cautionary Tale
Symposium on Networked Systems Design and Implementation · 2006
300
cited
Data center demand response: avoiding the coincident peak via workload shifting and local generation
Measurement and Modeling of Computer Systems · 2013
264
cited
Power-Aware Speed Scaling in Processor Sharing Systems
IEEE INFOCOM 2009 · 2009
260
cited
Peer Effects and Stability in Matching Markets
Algorithmic Game Theory · 2011
234
cited
Geographical load balancing with renewables
PERV · 2011
212
cited
Distributed Welfare Games
Operational Research · 2013
199
cited
Opportunities and challenges for data center demand response
International Green Computing Conference · 2014
196
cited
Classifying scheduling policies with respect to unfairness in an M/GI/1
Measurement and Modeling of Computer Systems · 2003
189
cited
Pricing data center demand response
Measurement and Modeling of Computer Systems · 2014
187
cited
This Paper Is Included in the Proceedings of the 11th Usenix Symposium on Networked Systems Design and Implementation (nsdi '14). Grass: Trimming Stragglers in Approximation Analytics Grass: Trimming Stragglers in Approximation Analytics
175
cited
Hopper: Decentralized Speculation-aware Cluster Scheduling at Scale
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2015
149
cited
Optimality, fairness, and robustness in speed scaling designs
Measurement and Modeling of Computer Systems · 2010
140
cited
How to Determine a Good Multi-Programming Level for External Scheduling
IEEE International Conference on Data Engineering · 2006
129
cited
Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning
Annual Conference Computational Learning Theory · 2020
121
cited
Multi-Server Queueing Systems with Multiple Priority Classes
Queueing Syst. Theory Appl. · 2005
109
cited
Sotabase