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Distributed network anomaly detection on an event processing framework
2017
2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC)
Network Intrusion Detection Systems (NIDS) are an integral part of modern data centres to ensure high availability and compliance with Service Level Agreements (SLAs). Currently, NIDS are deployed on high-performance, high-cost middleboxes that are responsible for monitoring a limited section of the network. The fast increasing size and aggregate throughput of modern data centre networks have come to challenge the current approach to anomaly detection to satisfy the fast growing compute demand.
doi:10.1109/ccnc.2017.7983209
dblp:conf/ccnc/PamukchievJP17
fatcat:hfwg2flzxzcb5or7sylvungcsi