Anthony G. Zawadzki

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Adaptive algorithms for real-time and proactive detection of network/service anomalies, i.e., soft performance degradations, in transaction-oriented wide area networks (WANs) have been developed. These algorithms (i) adaptively sample and aggregate raw transaction records to compute service-class based traffic intensities, in which potential network(More)
Algorithms and online software for automated and adaptive detection of network/service anomalies have been developed and field-tested for transaction-oriented wide area networks (WANs). These transaction networks are integral parts of electronic commerce infrastructures. Our adaptive network/service anomaly detection algorithms are demonstrated in a(More)
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