Sotabase

Career

· Co-founder, OctoML, Inc.2019–
· Venture Partner, Madrona Venture Group2018–
· Researcher, Columbia University - Software Systems Laboratory2011–
· Professor, University of Washington - Paul G. Allen School of Computer Science & Engineering2007–

Publications (269)

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
2018
1,763
cited
EnerJ: approximate data types for safe and general low-power computation
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2011
768
cited
Random access in large-scale DNA data storage
Nature Biotechnology · 2018
683
cited
Neural Acceleration for General-Purpose Approximate Programs
Micro · 2012
595
cited
An Overview of the BlueGene/L Supercomputer
International Conference on Software Composition · 2002
575
cited
Learning to Optimize Tensor Programs
Neural Information Processing Systems · 2018
464
cited
Architecture support for disciplined approximate programming
ASPLOS XVII · 2012
461
cited
Molecular digital data storage using DNA
Nature reviews genetics · 2019
454
cited
A DNA-Based Archival Storage System
International Conference on Architectural Support for Programming Languages and Operating Systems · 2016
448
cited
DMP: deterministic shared memory multiprocessing
IEEE Micro · 2009
348
cited
Bulk Disambiguation of Speculative Threads in Multiprocessors
International Symposium on Computer Architecture · 2006
321
cited
Approximate storage in solid-state memories
Micro · 2013
299
cited
CoreDet: a compiler and runtime system for deterministic multithreaded execution
ASPLOS XV · 2010
285
cited
POSH: a TLS compiler that exploits program structure
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2006
256
cited
Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
Conference on Machine Learning and Systems · 2023
249
cited
BulkSC: bulk enforcement of sequential consistency
International Symposium on Computer Architecture · 2007
240
cited
DeLorean: Recording and Deterministically Replaying Shared-Memory Multiprocessor Execution Ef?ciently
International Symposium on Computer Architecture · 2008
220
cited
Latency-Tolerant Software Distributed Shared Memory
USENIX Annual Technical Conference · 2015
215
cited
IncBricks: Toward In-Network Computation with an In-Network Cache
International Conference on Architectural Support for Programming Languages and Operating Systems · 2017
168
cited
Deterministic Process Groups in dOS
USENIX Symposium on Operating Systems Design and Implementation · 2010
159
cited
Sotabase
Luis Ceze | Researcher Profile | Sotabase | Sotabase