Detecting performance anomalies in large-scale software systems using entropy
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DOI: 10.1007/s00779-017-1036-y
Abstract: Large-scale software systems (LSSs) are composed of hundreds of subsystems that interact with each other in an unforeseen and complex ways. The operators of these LSSs strictly monitor thousands of metrics (performance counters) to quickly… read more here.
Keywords: large scale; scale software; software systems; performance anomalies ... See more keywords
A Framework for Detecting System Performance Anomalies Using Tracing Data Analysis
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DOI: 10.3390/e23081011
Abstract: Advances in technology and computing power have led to the emergence of complex and large-scale software architectures in recent years. However, they are prone to performance anomalies due to various reasons, including software bugs, hardware… read more here.
Keywords: system; tracing data; performance anomalies; performance ... See more keywords