Sotabase

Career

· Senior Advisor, Metropolitan Partners Group2022–
· Principal, Paragon Outcomes Management LLC2015–2018
· Principal, Caxton Associates2012–2015
· Private Equity Analyst, Bain Capital
· Investment Banking Analyst, Goldman Sachs

Publications (293)

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
2018
1,763
cited
Making middleboxes someone else's problem: network processing as a cloud service
CCRV · 2012
806
cited
P4p: provider portal for applications
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2008
779
cited
iPlane: an information plane for distributed services
USENIX Symposium on Operating Systems Design and Implementation · 2006
668
cited
Parallel programming in Split-C
Supercomputing, Proceedings · 1993
640
cited
Titanium: A High-performance Java Dialect
Concurrency Practice and Experience · 1998
564
cited
Scaling Distributed Machine Learning with In-Network Aggregation
Symposium on Networked Systems Design and Implementation · 2019
501
cited
Learning to Optimize Tensor Programs
Neural Information Processing Systems · 2018
464
cited
FairCloud: sharing the network in cloud computing
CCRV · 2012
433
cited
Do incentives build robustness in bit torrent
2007
407
cited
MCDNN: An Approximation-Based Execution Framework for Deep Stream Processing Under Resource Constraints
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services · 2016
401
cited
Towards IP geolocation using delay and topology measurements
ACM/SIGCOMM Internet Measurement Conference · 2006
390
cited
Nexus: a GPU cluster engine for accelerating DNN-based video analysis
Symposium on Operating Systems Principles · 2019
309
cited
Arrakis
USENIX Symposium on Operating Systems Design and Implementation · 2014
305
cited
Moving beyond end-to-end path information to optimize CDN performance
ACM/SIGCOMM Internet Measurement Conference · 2009
265
cited
Proceedings of the General Track: 2004 USENIX Annual Technical Conference
260
cited
Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
Conference on Machine Learning and Systems · 2023
249
cited
Revisiting network support for RDMA
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2018
249
cited
High-resolution measurement of data center microbursts
ACM/SIGCOMM Internet Measurement Conference · 2017
240
cited
Offloading distributed applications onto smartNICs using iPipe
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2019
235
cited
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