8. OSDI 2008: San Diego, California, USA - SysML

Armando Fox, Sumit Basu (Eds.): Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques, SysML 2008, December 11, 2008, San Diego, CA, USA, Proceedings. USENIX Association 2008

Oral Session 1

Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihle:
Finding Similar Failures Using Callstack Similarity.
Songyun Duan, Shivnath Babu:
Empirical Comparison of Techniques for Automated Failure Diagnosis.
Peter Bodík, Moisés Goldszmidt, Armando Fox:
HiLighter: Automatically Building Robust Signatures of Performance Behavior for Small- and Large-Scale Systems.

Oral Session 2

Wei Xu, Ling Huang, Armando Fox, David A. Patterson, Michael I. Jordan:
Mining Console Logs for Large-Scale System Problem Detection.
Robert Beverly, Karen R. Sollins:
An Internet Protocol Address Clustering Algorithm.

Oral Session 3

Charles A. Sutton, Michael I. Jordan:
Probabilistic Inference in Queueing Networks.
Ioannis C. Avramopoulos, Jennifer Rexford, Robert E. Schapire:
From Optimization to Regret Minimization and Back Again.

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