An instrumentation and analytics framework for optimal and robust NFV deployment

This article details a novel approach to the fine-tuning of carrier-grade virtualized network function deployments for both performance optimization and diagnostic purposes, using embedded instrumentation with an analytics framework. The work presented in this article is the output of a co-lab estab...

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Published inIEEE communications magazine Vol. 53; no. 2; pp. 126 - 133
Main Authors Veitch, Paul, McGrath, Michael J., Bayon, Victor
Format Magazine Article
LanguageEnglish
Published New York IEEE 01.02.2015
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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Abstract This article details a novel approach to the fine-tuning of carrier-grade virtualized network function deployments for both performance optimization and diagnostic purposes, using embedded instrumentation with an analytics framework. The work presented in this article is the output of a co-lab established between BT and Intel Labs Europe to investigate network-function-virtualization-related problems faced by traditional telecom operators. Results from comprehensive testing of virtual CDN and WAN acceleration use cases are presented. These results led to the development of a number of insights that will help network operators optimize the deployment of NFV on standard high volume servers. Significantly, it was found that the default configuration for some use cases resulted in suboptimal resource allocation and consumption. Consequently, opportunities exist for carriers to fine-tune their NFV deployments from both the technical and economic perspectives using approaches such as embedded instrumentation.
AbstractList This article details a novel approach to the fine-tuning of carrier-grade virtualized network function deployments for both performance optimization and diagnostic purposes, using embedded instrumentation with an analytics framework. The work presented in this article is the output of a co-lab established between BT and Intel Labs Europe to investigate network-function-virtualization-related problems faced by traditional telecom operators. Results from comprehensive testing of virtual CDN and WAN acceleration use cases are presented. These results led to the development of a number of insights that will help network operators optimize the deployment of NFV on standard high volume servers. Significantly, it was found that the default configuration for some use cases resulted in suboptimal resource allocation and consumption. Consequently, opportunities exist for carriers to fine-tune their NFV deployments from both the technical and economic perspectives using approaches such as embedded instrumentation.
Author Bayon, Victor
McGrath, Michael J.
Veitch, Paul
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  article-title: Network Functions Virtualisation (NFV): Architectural Framework
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  article-title: Network Functions Virtualisation (NFV) - Network Operator Perspectives on Industry Progress
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  article-title: How WAN Optimization Works
  publication-title: Riverbed Connections
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  article-title: Group Specification-NFV Performance and Portability Best Practises
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StartPage 126
SubjectTerms Carriers
Diagnostic systems
Economics
Instrumentation
Measurement
Networks
Optimization
Resource allocation
Telecommunication services
Telecommunications industry
Virtual machine monitors
Virtualization
Wide area networks
Title An instrumentation and analytics framework for optimal and robust NFV deployment
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