Sotabase

Career

· Researcher, MIT CSAIL - Model-Based Embedded and Robotics Systems Group (MERS)2025–
· Associate Professor, Massachusetts Institute of Technology2021–
· Associate Professor, MIT CSAIL2021–
· Researcher / Faculty Member, Massachusetts Institute of Technology2015–
· Associate Professor, Massachusetts Institute of Technology, CSAIL2015–
· Associate Professor, MIT2015–
· Career Development Assistant Professor of Computer Science, TIBCO2015–
· Senior Technical Leader, Cisco Systems2013–
· Software Engineer, Insieme Networks2012–
· Research Intern, Microsoft Research2009–

Publications (273)

Neural Adaptive Video Streaming with Pensieve
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2017
1,342
cited
Resource Management with Deep Reinforcement Learning
ACM Workshop on Hot Topics in Networks · 2016
1,209
cited
pFabric: minimal near-optimal datacenter transport
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2013
916
cited
Learning scheduling algorithms for data processing clusters
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2018
736
cited
Homa: a receiver-driven low-latency transport protocol using network priorities
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2018
485
cited
Neo: A Learned Query Optimizer
Proceedings of the VLDB Endowment · 2019
446
cited
RoadTracer: Automatic Extraction of Road Networks from Aerial Images
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
342
cited
Packet Transactions: High-Level Programming for Line-Rate Switches
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2015
332
cited
Programmable Packet Scheduling at Line Rate
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2016
301
cited
Bao: Making Learned Query Optimization Practical
SIGMOD Conference · 2020
259
cited
Learning Multi-Dimensional Indexes
SIGMOD Conference · 2019
236
cited
SageDB: A Learned Database System
Conference on Innovative Data Systems Research · 2019
197
cited
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Proceedings of the VLDB Endowment · 2020
167
cited
High Throughput Cryptocurrency Routing in Payment Channel Networks
Symposium on Networked Systems Design and Implementation · 2018
158
cited
Daily Consumption of Synbiotic Yogurt Decreases Liver Steatosis in Patients with Nonalcoholic Fatty Liver Disease: A Randomized Controlled Clinical Trial.
Journal of NutriLife · 2018
139
cited
Effects of Nigella sativa oil extract on inflammatory cytokine response and oxidative stress status in patients with rheumatoid arthritis: a randomized, double-blind, placebo-controlled clinical trial
Avicenna Journal of Phytomedicine · 2016
126
cited
NUMFabric: Fast and Flexible Bandwidth Allocation in Datacenters
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2016
119
cited
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
European Conference on Computer Vision · 2020
119
cited
Restructuring endpoint congestion control
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2018
109
cited
Antioxidant properties of the flavonoid fisetin: An updated review of in vivo and in vitro studies
2017
108
cited
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