Advances and challenges in log analysis

Logs contain a wealth of information to help manage systems.

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[2]  Alexander Aiken,et al.  Online detection of multi-component interactions in production systems , 2011, 2011 IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN).

[3]  ThrunSebastian,et al.  Stanley: The robot that won the DARPA Grand Challenge , 2006 .

[4]  Donald Beaver,et al.  Dapper, a Large-Scale Distributed Systems Tracing Infrastructure , 2010 .

[5]  Randy H. Katz,et al.  X-Trace: A Pervasive Network Tracing Framework , 2007, NSDI.

[6]  Michael I. Jordan,et al.  Detecting large-scale system problems by mining console logs , 2009, SOSP '09.

[7]  Archana Ganapathi,et al.  Statistics-driven workload modeling for the Cloud , 2010, 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010).

[8]  Archana Ganapathi,et al.  Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning , 2009, 2009 IEEE 25th International Conference on Data Engineering.

[9]  David F. Heidel,et al.  An Overview of the BlueGene/L Supercomputer , 2002, ACM/IEEE SC 2002 Conference (SC'02).

[10]  Úlfar Erlingsson,et al.  Fay: extensible distributed tracing from kernels to clusters , 2011, SOSP '11.

[11]  Ling Huang,et al.  Support Vector Machines, Data Reduction, and Approximate Kernel Matrices , 2008, ECML/PKDD.

[12]  Min Xu,et al.  A "flight data recorder" for enabling full-system multiprocessor deterministic replay , 2003, ISCA '03.

[13]  Bryan Cantrill,et al.  Dynamic Instrumentation of Production Systems , 2004, USENIX Annual Technical Conference, General Track.

[14]  Ion Stoica,et al.  ODR: output-deterministic replay for multicore debugging , 2009, SOSP '09.

[15]  Ding Yuan,et al.  Improving Software Diagnosability via Log Enhancement , 2011, TOCS.

[16]  Alexander Aiken,et al.  Using correlated surprise to infer shared influence , 2010, 2010 IEEE/IFIP International Conference on Dependable Systems & Networks (DSN).

[17]  Sebastian Thrun,et al.  Stanley: The robot that won the DARPA Grand Challenge , 2006, J. Field Robotics.