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Towards Optimal Placement of Monitoring Units in Time-varying Networks under Centralized Control

Kar, Sounak and Hark, Rhaban and Rizk, Amr and Steinmetz, Ralf (2018):
Towards Optimal Placement of Monitoring Units in Time-varying Networks under Centralized Control.
Springer LNCS, In: 19th International GI/ITG Conference on “Measurement, Modelling and Evaluation of Computing Systems”, [Online-Edition: http://www.mmb2018.de/index.html],
[Conference or Workshop Item]

Abstract

The increasing penetration of software-dened communication networks with centralized control has made network management a highly demanding task. Common monitoring approaches in the context of such convoluted high-speed networks have become a serious challenge in terms of complexity and resource management. Management functions rely on monitoring information such as the ow size distribution (FSD), to perform crucial activities such as load balancing and resource provisioning. In this paper, we propose a solution as to how one can utilize limited monitoring resources to estimate the FSD for distinct ows characterized by origin-destination pairs. We provide a method to dynamically adapt placement of monitoring units with some extracted knowledge about the change in FSD's with time.

Item Type: Conference or Workshop Item
Erschienen: 2018
Creators: Kar, Sounak and Hark, Rhaban and Rizk, Amr and Steinmetz, Ralf
Title: Towards Optimal Placement of Monitoring Units in Time-varying Networks under Centralized Control
Language: English
Abstract:

The increasing penetration of software-dened communication networks with centralized control has made network management a highly demanding task. Common monitoring approaches in the context of such convoluted high-speed networks have become a serious challenge in terms of complexity and resource management. Management functions rely on monitoring information such as the ow size distribution (FSD), to perform crucial activities such as load balancing and resource provisioning. In this paper, we propose a solution as to how one can utilize limited monitoring resources to estimate the FSD for distinct ows characterized by origin-destination pairs. We provide a method to dynamically adapt placement of monitoring units with some extracted knowledge about the change in FSD's with time.

Publisher: Springer LNCS
Divisions: 18 Department of Electrical Engineering and Information Technology > Institute of Computer Engineering > Multimedia Communications
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > B: Adaptation Mechanisms > Subproject B4: Planning
18 Department of Electrical Engineering and Information Technology > Institute of Computer Engineering
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres
DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1053: MAKI – Multi-Mechanisms Adaptation for the Future Internet > B: Adaptation Mechanisms
18 Department of Electrical Engineering and Information Technology
DFG-Collaborative Research Centres (incl. Transregio)
Event Title: 19th International GI/ITG Conference on “Measurement, Modelling and Evaluation of Computing Systems”
Date Deposited: 15 Feb 2018 10:41
Official URL: http://www.mmb2018.de/index.html
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