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Information fusion based agile streaming telemetry for intelligent traffic analytics of softwarized network

  • Taesang Choi
  • , Sangsik Yoon
  • , Sejun Song

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The recent federation of novel softwareization and virtualization architectures as well as Internet of Things (IoT) technologies complicates management of the network and services. In order to cope with expensive and slow network problem detection, isolation, and root cause analysis based on the SNMP driven pull model management, this paper proposes push based open source streaming network traffic analytics technologies by using P4 (Programming Protocol-Independent Packet Processors) INT (Inband Network Telemetry). Real-Time information fusion algorithms on the intelligent edge that correlates multi-source micro and macro streaming telemetry data are proposed. And its proof-of-concept implementation with performance evaluation.

Original languageEnglish (US)
Title of host publication19th Asia-Pacific Network Operations and Management Symposium
Subtitle of host publicationManaging a World of Things, APNOMS 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages399-402
Number of pages4
ISBN (Electronic)9781538611012
DOIs
StatePublished - Nov 1 2017
Externally publishedYes
Event19th Asia-Pacific Network Operations and Management Symposium, APNOMS 2017 - Seoul, Korea, Republic of
Duration: Sep 27 2017Sep 29 2017

Publication series

Name19th Asia-Pacific Network Operations and Management Symposium: Managing a World of Things, APNOMS 2017

Conference

Conference19th Asia-Pacific Network Operations and Management Symposium, APNOMS 2017
Country/TerritoryKorea, Republic of
CitySeoul
Period9/27/179/29/17

Keywords

  • information fusion
  • softwarized network
  • streaming telemetry

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture
  • Information Systems and Management

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