Sotabase

Career

· Distinguished Scientist, Google DeepMind2023–
· Principal Scientist, Google DeepMind2015–2023
· Principal Researcher, Microsoft Research2010–2014
· Principal Researcher, Microsoft Research1998–2010
· Research Associate, University of Cambridge1996–1997
· Doctor of Philosophy (Ph.D.), Computer Science, University of Cambridge1992–1996
· Bachelor's Degree, Computer Science, University of Cambridge1989–1992

Publications (49)

This Paper Is Included in the Proceedings of the 12th Usenix Symposium on Operating Systems Design and Implementation (osdi '16). Tensorflow: a System for Large-scale Machine Learning Tensorflow: a System for Large-scale Machine Learning
19,241
cited
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
arXiv.org · 2016
11,560
cited
Naiad: a timely dataflow system
Symposium on Operating Systems Principles · 2013
853
cited
Using Magpie for Request Extraction and Workload Modelling
USENIX Symposium on Operating Systems Design and Implementation · 2004
683
cited
Vigilante: end-to-end containment of internet worms
Symposium on Operating Systems Principles · 2005
538
cited
The Design and Implementation of an Operating System to Support Distributed Multimedia Applications
IEEE J. Sel. Areas Commun. · 1996
466
cited
Magpie: Online Modelling and Performance-aware Systems
USENIX Workshop on Hot Topics in Operating Systems · 2003
233
cited
Fast byte-granularity software fault isolation
Symposium on Operating Systems Principles · 2009
217
cited
Embracing diversity in the Barrelfish manycore operating system
2008
126
cited
Dynamic control flow in large-scale machine learning
European Conference on Computer Systems · 2018
112
cited
Your computer is already a distributed system. Why isn't your OS?
USENIX Workshop on Hot Topics in Operating Systems · 2009
90
cited
Machine Learning Systems are Stuck in a Rut
USENIX Workshop on Hot Topics in Operating Systems · 2019
77
cited
Discovering Dependencies for Network Management
ACM Workshop on Hot Topics in Networks · 2006
53
cited
Congestion Pricing for Congestion Avoidance
1999
49
cited
Incremental, iterative data processing with timely dataflow
Communications of the ACM · 2016
49
cited
Design principles for end-to-end multicore schedulers
2010
48
cited
Vigilante: End-to-end containment of Internet worm epidemics
TOCS · 2008
48
cited
Constellation: automated discovery of service and host dependencies in networked systems
2008
40
cited
Protocol implementation in a vertically structured operating system
Proceedings of 22nd Annual Conference on Local Computer Networks · 1997
40
cited
Techniques for Lightweight Concealment and Authentication in IP Networks
2002
35
cited
Sotabase
Paul Barham | Researcher Profile | Sotabase | Sotabase