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ORCIDDavid A. Patterson 0001
Publications
- 2022
[i16]Sarah E. Chasins, Alvin Cheung
, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya G. Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica:
The Sky Above The Clouds. CoRR abs/2205.07147 (2022)- 2017
- [i9]Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel:
A Berkeley View of Systems Challenges for AI. CoRR abs/1712.05855 (2017) - 2014
- [j85]Ameet Talwalkar, Jesse Liptrap, Julie Newcomb, Christopher Hartl, Jonathan Terhorst, Kristal Curtis, Ma'ayan Bresler, Yun S. Song, Michael I. Jordan, David A. Patterson:
SMaSH: a benchmarking toolkit for human genome variant calling. Bioinform. 30(19): 2787-2795 (2014) - [c116]Adam E. Bloniarz, Ameet Talwalkar, Jonathan Terhorst, Michael I. Jordan, David A. Patterson, Bin Yu, Yun S. Song:
Changepoint Analysis for Efficient Variant Calling. RECOMB 2014: 20-34 - 2011
- [c107]Beth Trushkowsky, Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson:
The SCADS Director: Scaling a Distributed Storage System Under Stringent Performance Requirements. FAST 2011: 163-176 - 2010
- [c104]Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson:
Characterizing, modeling, and generating workload spikes for stateful services. SoCC 2010: 241-252 - [c101]Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan:
Detecting Large-Scale System Problems by Mining Console Logs. ICML 2010: 37-46 - 2009
- [c94]Peter Bodík, Rean Griffith, Charles Sutton, Armando Fox, Michael I. Jordan, David A. Patterson:
Statistical Machine Learning Makes Automatic Control Practical for Internet Datacenters. HotCloud 2009 - [c93]Peter Bodík, Rean Griffith, Charles Sutton, Armando Fox, Michael I. Jordan, David A. Patterson:
Automatic exploration of datacenter performance regimes. ACDC@ICAC 2009: 1-6 - [c92]Archana Ganapathi, Harumi A. Kuno, Umeshwar Dayal, Janet L. Wiener, Armando Fox, Michael I. Jordan, David A. Patterson:
Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning. ICDE 2009: 592-603 - [c91]Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan:
Online System Problem Detection by Mining Patterns of Console Logs. ICDM 2009: 588-597 - [c90]Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan:
Detecting large-scale system problems by mining console logs. SOSP 2009: 117-132 - 2008
- [c89]Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan:
Mining Console Logs for Large-Scale System Problem Detection. SysML 2008 - 2005
- [c78]Peter Bodík, Greg Friedman, Lukas Biewald, Helen Levine, George Candea, Kayur Patel, Gilman Tolle, Jonathan Hui, Armando Fox, Michael I. Jordan, David A. Patterson:
Combining Visualization and Statistical Analysis to Improve Operator Confidence and Efficiency for Failure Detection and Localization. ICAC 2005: 89-100
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