Web-Based Performance Monitor for Distributed Computing

Kai Hu, Kai Wu, Yi Ding, Wei Tek Tsai

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

1 Scopus citations

Abstract

Performance monitoring tools have received a great significant attention. On the one side, it is necessary to support managing increasingly complex hardware and software infrastructures; on the other side, it can provide user system load and application running information in real time so as to guide user's resource request scheme and program optimization. The hot research issues are associated with some important software properties, such as scalability, elasticity, adaptability and timeliness. Based on the ADS principle, to meet large-scale and continuous monitoring of applications online, this paper proposes a Web-based scalable performance monitoring system framework with a flexible configurable network to address the massive amounts performance data obtained in timeliness. An online transport network is constructed in charge of collecting and processing performance data during execution from different node. It can make the global information available at runtime. Several initialized strategies of Tree-based overlay network are discussed in different cases. A tool has been developed and experimented, and it has been to be effective by many statistics.

Original languageEnglish (US)
Title of host publicationProceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages48-55
Number of pages8
ISBN (Electronic)9781479982615
DOIs
StatePublished - Apr 29 2015
Event2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015 - Taichung, Taiwan, Province of China
Duration: Mar 25 2015Mar 27 2015

Publication series

NameProceedings - 2015 IEEE 12th International Symposium on Autonomous Decentralized Systems, ISADS 2015

Other

Other2015 12th IEEE International Symposium on Autonomous Decentralized Systems, ISADS 2015
CountryTaiwan, Province of China
CityTaichung
Period3/25/153/27/15

Keywords

  • ADS
  • distributed computing
  • performance monitoring
  • transport network

ASJC Scopus subject areas

  • Artificial Intelligence
  • Control and Systems Engineering

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