Towards Internet-Scale Convolutional Root-Cause Analysis with DIAGNET

Loïck Bonniot,Christoph Neumann,François Taïani

2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)（2021）

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摘要

Diagnosing problems in Internet-scale services remains particularly difficult and costly for both content providers and ISPs. Because the Internet is decentralized, the cause of such problems might lie anywhere between a user’s device and the datacenters hosting the service. Further, the set of possible problems and causes is not known in advance, making it impossible in practice to train a classi...

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关键词

Training,Knowledge engineering,Root cause analysis,Distributed processing,Network topology,Logic gates,Proposals

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