Sotabase

Career

· Associate Professor, Brown University2026–
· Researcher, MIT CSAIL2019–
· PhD Student, University of Cambridge2016–

Publications (85)

Omega: flexible, scalable schedulers for large compute clusters
European Conference on Computer Systems · 2013
769
cited
Learning scheduling algorithms for data processing clusters
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2018
736
cited
CIEL: A Universal Execution Engine for Distributed Data-Flow Computing
Symposium on Networked Systems Design and Implementation · 2011
329
cited
AIFM: High-Performance, Application-Integrated Far Memory
USENIX Symposium on Operating Systems Design and Implementation · 2020
216
cited
Conclave: secure multi-party computation on big data
European Conference on Computer Systems · 2019
172
cited
This Paper Is Included in the Proceedings of the 12th Usenix Symposium on Operating Systems Design and Implementation (osdi '16). Firmament: Fast, Centralized Cluster Scheduling at Scale Firmament: Fast, Centralized Cluster Scheduling at Scale
159
cited
Musketeer: all for one, one for all in data processing systems
European Conference on Computer Systems · 2015
116
cited
Variance Reduction for Reinforcement Learning in Input-Driven Environments
International Conference on Learning Representations · 2018
105
cited
Broom: Sweeping Out Garbage Collection from Big Data Systems
USENIX Workshop on Hot Topics in Operating Systems · 2015
99
cited
Evaluating End-to-End Optimization for Data Analytics Applications in Weld
Proceedings of the VLDB Endowment · 2018
98
cited
A Common Runtime for High Performance Data Analysis
Conference on Innovative Data Systems Research · 2017
84
cited
Raft Refloated: Do We Have Consensus?
OPSR · 2015
81
cited
The Seven Deadly Sins of Cloud Computing Research
USENIX Workshop on Hot Topics in Cloud Computing · 2012
56
cited
Noria: dynamic, partially-stateful data-flow for high-performance web applications
USENIX Symposium on Operating Systems Design and Implementation · 2018
52
cited
Tuplex: Data Science in Python at Native Code Speed
SIGMOD Conference · 2021
42
cited
A Common Runtime for High Performance Data Analysis.
2017
38
cited
Towards Safe Online Reinforcement Learning in Computer Systems
2019
37
cited
Non-volatile storage
Queue · 2015
36
cited
This paper is included in the Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation.
28
cited
Position: GDPR Compliance by Construction
Poly/DMAH@VLDB · 2019
27
cited
Sotabase