Sotabase

Career

· CTO and Co-founder, BrdgAI2019–
· Professor, Carnegie Mellon University2018–
· Visiting Researcher, Google2015–2019
· Associate Professor, Carnegie Mellon University2011–2017
· Assistant Professor, Carnegie Mellon University2005–2011
· Intern, Compaq SRC2001–
· S.M., Computer Science, Massachusetts Institute of Technology2001–
· PhD in Computer Science, Massachusetts Institute of Technology1999–2005
· Research Assistant, MIT1999–2004
· Research Assistant / Research Associate, University of Utah1997–1999
· Co-founder and CTO, ArosNet, Inc.1995–1997
· Consultant and Expert Witness, Various Companies1995–
· B.S., Biology, University of Utah1992–1998
· B.S., Computer Science, University of Utah1992–1998

Publications (164)

Resilient overlay networks
Symposium on Operating Systems Principles · 2001
2,295
cited
Scaling Distributed Machine Learning with the Parameter Server
USENIX Symposium on Operating Systems Design and Implementation · 2014
1,881
cited
c-Through: part-time optics in data centers
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2010
793
cited
Cuckoo Filter: Practically Better Than Bloom
Conference on Emerging Network Experiment and Technology · 2014
770
cited
Don't settle for eventual: scalable causal consistency for wide-area storage with COPS
Symposium on Operating Systems Principles · 2011
692
cited
Communication Efficient Distributed Machine Learning with the Parameter Server
Neural Information Processing Systems · 2014
687
cited
Using RDMA efficiently for key-value services
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2014
552
cited
MICA: A Holistic Approach to Fast In-Memory Key-Value Storage
Symposium on Networked Systems Design and Implementation · 2014
550
cited
Safe and effective fine-grained TCP retransmissions for datacenter communication
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2009
497
cited
Design Guidelines for High Performance RDMA Systems
USENIX Annual Technical Conference · 2016
453
cited
There is more consensus in Egalitarian parliaments
Symposium on Operating Systems Principles · 2013
420
cited
MemC3: Compact and Concurrent MemCache with Dumber Caching and Smarter Hashing
Symposium on Networked Systems Design and Implementation · 2013
419
cited
Accountable internet protocol (aip)
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2008
371
cited
Datacenter RPCs can be General and Fast
Symposium on Networked Systems Design and Implementation · 2018
357
cited
The Flask Security Architecture: System Support for Diverse Security Policies
USENIX Security Symposium · 1999
357
cited
An empirical evaluation of entropy-based traffic anomaly detection
ACM/SIGCOMM Internet Measurement Conference · 2008
344
cited
SILT: a memory-efficient, high-performance key-value store
Symposium on Operating Systems Principles · 2011
339
cited
Theoretical Approaches to Node Assignment
2002
308
cited
Perspectives: Improving SSH-style Host Authentication with Multi-Path Probing
USENIX Annual Technical Conference · 2008
305
cited
Stronger Semantics for Low-Latency Geo-Replicated Storage
Symposium on Networked Systems Design and Implementation · 2013
300
cited
Sotabase
Dave Andersen | Researcher Profile | Sotabase | Sotabase