Sotabase

Career

· Associate Professor Of Computer Science, Princeton University2024–
· Co-Founder, BreezeML: AI Governance from the Ground Up2022–
· Assistant Professor Of Computer Science, Princeton University2021–2024
· Assistant Professor Of Computer Science, University of California, Los Angeles2019–2021
· Doctor of Philosophy - PhD, Computer Science, Massachusetts Institute of Technology2012–2018
· Bachelor of Science - BS, Electrical and Electronics Engineering, Columbia University in the City of New York2008–2012

Publications (67)

Neural Adaptive Video Streaming with Pensieve
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2017
1,342
cited
Mahimahi: Accurate Record-and-Replay for HTTP
USENIX Annual Technical Conference · 2015
434
cited
Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2020
281
cited
WiFi, LTE, or Both?: Measuring Multi-Homed Wireless Internet Performance
ACM/SIGCOMM Internet Measurement Conference · 2014
231
cited
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
USENIX Symposium on Operating Systems Design and Implementation · 2021
164
cited
Polaris: Faster Page Loads Using Fine-grained Dependency Tracking
Symposium on Networked Systems Design and Implementation · 2016
135
cited
This paper is included in the Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation
101
cited
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
Symposium on Networked Systems Design and Implementation · 2022
93
cited
Mahimahi
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2014
91
cited
ABC: A Simple Explicit Congestion Controller for Wireless Networks
Symposium on Networked Systems Design and Implementation · 2019
85
cited
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
Symposium on Networked Systems Design and Implementation · 2022
80
cited
Vroom: Accelerating the Mobile Web with Server-Aided Dependency Resolution
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2017
62
cited
Prophecy: Accelerating Mobile Page Loads Using Final-state Write Logs
Symposium on Networked Systems Design and Implementation · 2018
52
cited
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory
Symposium on Networked Systems Design and Implementation · 2022
46
cited
Enabling passive measurement of zoom performance in production networks
ACM/SIGCOMM Internet Measurement Conference · 2022
45
cited
Vesper: Measuring Time-to-Interactivity for Web Pages
Symposium on Networked Systems Design and Implementation · 2018
43
cited
Dashlet: Taming Swipe Uncertainty for Robust Short Video Streaming
Symposium on Networked Systems Design and Implementation · 2022
28
cited
WatchTower: Fast, Secure Mobile Page Loads Using Remote Dependency Resolution
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services · 2019
25
cited
WebMedic: Disentangling the Memory-Functionality Tension for the Next Billion Mobile Web Users
Workshop on Mobile Computing Systems and Applications · 2021
21
cited
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
Symposium on Networked Systems Design and Implementation · 2021
19
cited
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