Capacity planning for virtual resource management in network slicing

Rajesh Challa, Syed M. Raza, Hyunseung Choo, Siwon Kim

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Network slicing is envisioned as one of the core enablers for 5G. It empowers service providers to multiplex their physical infrastructure over multiple logical networks. Slice orchestration performs lifecycle management and virtual resource management of a network slice. Slice capacity planning, one of the key responsibilities of slice orchestration faces two major challenges: (i) minimum slice capacity estimation for a given slice configuration, and (ii) lack of simple network slicing supported open source solutions due to which the research and development of slice resource orchestration activities are hit adversely. The feature-rich existing solutions have significantly high learning curve. This paper addresses these two issues. We present a probabilistic model for slice capacity planning and propose a simple orchestration-centric discrete event simulator to develop and evaluate minimum slice capacity requirement. The results taken on our custom simulator show around 96% of resource utilization, and have less than 5% relative error when compared with the theoretical model.

Original languageEnglish
Title of host publicationProceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019
EditorsHyunseung Choo, Sukhan Lee, Roslan Ismail
PublisherSpringer Verlag
Pages141-152
Number of pages12
ISBN (Print)9783030190620
DOIs
StatePublished - 2019
Event13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019 - Phuket, Thailand
Duration: 4 Jan 20196 Jan 2019

Publication series

NameAdvances in Intelligent Systems and Computing
Volume935
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

Conference13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019
Country/TerritoryThailand
CityPhuket
Period4/01/196/01/19

Keywords

  • Event-driven model
  • Network slicing
  • Resource management
  • Slice orchestration

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