Diagnosis and debugging of performance problems on complex distributed systems requires end-to-end performance information at both the application and system level. We describe a methodology, called NetLogger, that enables real-time diagnosis of performance problems in such systems. The methodology includes tools for generating precision event logs, an interface to a system event-monitoring framework, and tools for visualizing the log data and real-time state of the distributed system. Low overhead is an important requirement for such tools, therefore we evaluate efficiency of the monitoring itself. The approach is novel in that it combines network, host, and application-level monitoring, providing a complete view of the entire system.
['Dan Gunter', 'Brian Tierney', 'Brian Lee Crowley', 'Mason Holding', 'Jason Lee']
NetLogger: a toolkit for distributed system performance analysis