Shi Jin & Zhaobo Zhang 
Anomaly-Detection and Health-Analysis Techniques for Core Router Systems [PDF ebook] 

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This book tackles important problems of anomaly detection and health status analysis in complex core router systems, integral to today’s Internet Protocol (IP) networks. The techniques described provide the first comprehensive set of data-driven resiliency solutions for core router systems. The authors present an anomaly detector for core router systems using correlation-based time series analysis, which monitors a set of features of a complex core router system. They also describ...

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İçerik tablosu

Introduction.- Anomaly Detection Using Correlation-Based Time-Series Analysis.- Changepoint-based Anomaly Detection.- Hierarchical Symbol-based Health-Status Analys...

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Yazar hakkında

Shi Jin is a Senior DFT Engineer at Nvidia Corporation, in Santa Clara, California.
Zhaobo Zhang is a Staff Engineer at Huawei Technologies, in Santa Clara, Califor...

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Dil İngilizce ● Biçim PDF ● Sayfalar 148 ● ISBN 9783030336646 ● Dosya boyutu 11.5 MB ● Yayımcı Springer International Publishing ● Kent Cham ● Ülke CH ● Yayınlanan 2019 ● İndirilebilir 24 aylar ● Döviz EUR ● Kimlik 7326314 ● Kopya koruma Sosyal DRM

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