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Stream4Flow: Real-time IP flow host monitoring using Apache Spark
2018
NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium
In this paper, we present Stream4Flow, a framework for cyber situational awareness based on Apache Spark Streaming. We demonstrate utilization of Stream4Flow for real-time IP flow host monitoring in a large campus network. Contemporary IP flow analysis systems are not designed for the continuous host monitoring. Gaining the detailed overview of each host is not straightforward with these systems due to connection-based paradigm and performance challenges. We show that distributed stream
doi:10.1109/noms.2018.8406132
dblp:conf/noms/Jirsik18
fatcat:3ox7nthu4jdvvf6w75mx3qj23u