On-Line Grid Monitoring Based on Distributed Query Processing

  • Bartosz Balis
  • Grzegorz Dyk
  • Marian Bubak
Conference paper

DOI: 10.1007/978-3-642-31500-8_14

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7204)
Cite this paper as:
Balis B., Dyk G., Bubak M. (2012) On-Line Grid Monitoring Based on Distributed Query Processing. In: Wyrzykowski R., Dongarra J., Karczewski K., Waśniewski J. (eds) Parallel Processing and Applied Mathematics. PPAM 2011. Lecture Notes in Computer Science, vol 7204. Springer, Berlin, Heidelberg

Abstract

Existing Grid monitoring approaches do not combine three desirable features: on-line access to monitoring data, advanced query capabilities and data reduction. We present a solution for on-line monitoring of large-scale computing infrastructures based on Complex Event Processing principles and technologies. We focus on leveraging CEP for distributed processing of client queries and monitoring data streams. This results in significant reduction of network traffic due to on-line monitoring. We discuss benefits of CEP-based approach to monitoring and describe details of processing queries in a distributed way. A case study – monitoring of load caused by jobs in a Grid infrastructure – is presented. Performance evaluation to investigate monitoring overhead in terms of CPU, memory and network traffic is also provided.

Keywords

on-line monitoring grid infrastructure complex event processing 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Bartosz Balis
    • 1
  • Grzegorz Dyk
    • 2
  • Marian Bubak
    • 1
    • 2
  1. 1.Department of Computer ScienceAGH UniversityKrakowPoland
  2. 2.ACC Cyfronet AGHAGH UniversityKrakowPoland

Personalised recommendations