Towards Large Scale Packet Capture and Network Flow Analysis on Hadoop

• Main Authors: Saavedra, Miguel Zenon Nicanor L, Yu, William Emmanuel S
• Format: text
• Published: Archīum Ateneo 2018
• Subjects: Libraries; Protocols; Time factors; Big Data; Standards; Aggregates; Payloads; Hadoop; Network Analytics; PCAP; Flow Analytics; Computer Sciences; Databases and Information Systems
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/291; https://ieeexplore.ieee.org/document/8590897
• Institution: Ateneo De Manila University

Network traffic continues to grow yearly at a compounded rate. However, network traffic is still being analyzed on vertically scaled machines that do not scale as well as distributed computing platforms. Hadoop's horizontally scalable ecosystem provides a better environment for processing these...