December 20, 2011 Volume 9, issue 12 PDF Advances and Challenges in Log Analysis Logs contain a wealth of information for help in managing systems. Adam Oliner, UC Berkeley; Archana Ganapathi, Splunk; Wei Xu, Google Computer-system logs provide a glimpse into the states of a running system. Instrumentation occasionally generates short messages that are collected in a system-specific log. The conte