2015 · 55 citations · 19 references
ManagementChange ManagementOperations ManagementChange MeasurementImpact MeasurementPerformance MeasurementChange Impact AnalysisChange Impact AssessmentChange MetricsMetrics CollectionSoftware MaintenanceSoftware MetricsDynamic Impact AnalysisImpact AnalysisImpact Analysis ModelsImpact AssessmentPerformance DegradationSoftware Change Impact AnalysisSoftware Change ManagementSoftware Impact Analysis
The detection of performance changes in software change roll-outs in Internet-based services is crucial for an operations team, because it allows timely roll-back of a software change when performance degrades unexpectedly. However, it is infeasible to manually investigate millions of performance measurements of many roll-outs.
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Network traffic characteristics of data centers in the wild
Theophilus Benson, Aditya Akella, David A. Maltz · 2010 · 2.2K citations
Mining anomalies using traffic feature distributions
Anukool Lakhina, Mark Crovella, Christophe Diot · 2005 · 1.1K citations · Full text
Abstractions for network update
Mark Reitblatt, Nate Foster, Jennifer Rexford et al. · 2012 · 580 citations · Full text