IMPuLSE: integrated monitoring and profiling for large-scale environments
LCR '04 Proceedings of the 7th workshop on Workshop on languages, compilers, and run-time support for scalable systems
Embedded Gossip: Lightweight Online Measurement for Large-Scale Applications
ICDCS '07 Proceedings of the 27th International Conference on Distributed Computing Systems
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For large-scale, long-running applications, monitoring can be expensive. While traditional trace-based monitoring provides detailed information about an application, it is expensive to record and gather the traced performance data. Processing the voluminous traced data is so demanding that information about the monitored application is only available post-mortem.