Developing a framework for horizontally scalable network flow analytics on the Hadoop ecosytem

• Main Author: SAAVEDRA, MIGUEL ZENON NICANOR
• Format: text
• Published: Archīum Ateneo 2018
• Subjects: Apache Hadoop; Computer networks; Information networks; Electronic data processing; Packet transport networks.
• Online Access: https://archium.ateneo.edu/theses-dissertations/220; http://rizalls.lib.admu.edu.ph/#section=resource&resourceid=1624771969&currentIndex=0&view=fullDetailsDetailsTab
• Institution: Ateneo De Manila University

This study proposes an improved way of analyzing raw network data on Hadoop called hcap. This new framework is evaluated against three common methods currently used for this type of analytics; conversion to text, conversion to Parquet, and direct parsing of PCAP binaries with the hadoop-pcap library...