ASA: Adaptive VNF Scaling Algorithm for 5G Mobile Networks

Yi Ren, Tuan Phung-Due, Yi Kuan Liu, Jyh-Cheng Chen, Yi Hao Lin

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

2 Scopus citations

Abstract

5G mobile networks introduce Virtualized Network Functions (VNFs) to provide flexible services for incoming huge mobile data traffic. Compared with fixed capacity legacy network equipment, VNFs can be scaled in/out to adjust system capacity. However, hardware-based legacy network equipment is designed dedicatedly for its purpose so that it is more efficient in terms of unit cost. One challenge is to best use VNF resources and to balance the traffic between legacy network equipment and VNFs. To address this challenge, we first formulate the problem as a cost-performance tradeoff, where both VNF resource cost and system performance are quantified. Then, we propose an adaptive VNF scaling algorithm to balance the tradeoff. We derive the suitable VNF instances to handle data traffic with minimizing cost. Through extensive simulations, the adaptive algorithm is proven to provide good performance.

Original languageEnglish
Title of host publicationProceedings of the 2018 IEEE 7th International Conference on Cloud Networking, CloudNet 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538668313
DOIs
StatePublished - 27 Nov 2018
Event7th IEEE International Conference on Cloud Networking, CloudNet 2018 - Tokyo, Japan
Duration: 22 Oct 201824 Oct 2018

Publication series

NameProceedings of the 2018 IEEE 7th International Conference on Cloud Networking, CloudNet 2018

Conference

Conference7th IEEE International Conference on Cloud Networking, CloudNet 2018
CountryJapan
CityTokyo
Period22/10/1824/10/18

Keywords

  • 5G
  • Cloud Networks
  • Dynamic Auto Scaling Algorithm
  • Modeling and Analysis
  • Network Function Virtualization (NFV)
  • Virtual EPC

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  • Cite this

    Ren, Y., Phung-Due, T., Liu, Y. K., Chen, J-C., & Lin, Y. H. (2018). ASA: Adaptive VNF Scaling Algorithm for 5G Mobile Networks. In Proceedings of the 2018 IEEE 7th International Conference on Cloud Networking, CloudNet 2018 [8549542] (Proceedings of the 2018 IEEE 7th International Conference on Cloud Networking, CloudNet 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CloudNet.2018.8549542