Provisioning low latency, resilient mobile edge clouds for 5G

Russell Ford, Ashwin Sridharan, Robert Margolies, Rittwik Jana, Sundeep Rangan

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

Abstract

Network virtualization and SDN-based routing allow carriers to flexibly configure their networks in response to demand and unexpected network disruptions. However, cellular networks, by nature, pose some unique challenges because of user mobility and control/data plane partitioning, which calls for new architectures and provisioning paradigms. In this paper, we address the latter part by devising algorithms that can provision the data plane to create a distributed Mobile Edge Cloud (MEC), which provides opportunities for lower latencies and increased resilience (through placement of network functions at more distributed datacenter locations) and accounts for service disruption that could be incurred because of user mobility between the service areas of different datacenters. Through evaluations with topology and traffic data from a major carriers's network, we show that, compared to static, centralized networks, careful virtualized provisioning can yield significant savings in network costs while still minimizing service disruption due to mobility. We demonstrate that up to a 75% reduction in redundant datacenter capacity over the operator's current topology (while achieving the same level of resilience) is possible by distributing load over many mobile cloud datacenters.

Original languageEnglish (US)
Title of host publication2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages169-174
Number of pages6
ISBN (Electronic)9781538627846
DOIs
StatePublished - Nov 20 2017
Event2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017 - Atlanta, United States
Duration: May 1 2017May 4 2017

Other

Other2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017
CountryUnited States
CityAtlanta
Period5/1/175/4/17

Fingerprint

Latency
Topology
Mathematical operators
Resilience
Costs
Virtualization
Cellular Networks
Placement
Partitioning
Routing
Paradigm
Traffic
Evaluation
Operator
Software defined networking
Demonstrate

ASJC Scopus subject areas

  • Hardware and Architecture
  • Control and Optimization
  • Artificial Intelligence
  • Computer Networks and Communications

Cite this

Ford, R., Sridharan, A., Margolies, R., Jana, R., & Rangan, S. (2017). Provisioning low latency, resilient mobile edge clouds for 5G. In 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017 (pp. 169-174). [8116371] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INFCOMW.2017.8116371

Provisioning low latency, resilient mobile edge clouds for 5G. / Ford, Russell; Sridharan, Ashwin; Margolies, Robert; Jana, Rittwik; Rangan, Sundeep.

2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 169-174 8116371.

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

Ford, R, Sridharan, A, Margolies, R, Jana, R & Rangan, S 2017, Provisioning low latency, resilient mobile edge clouds for 5G. in 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017., 8116371, Institute of Electrical and Electronics Engineers Inc., pp. 169-174, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017, Atlanta, United States, 5/1/17. https://doi.org/10.1109/INFCOMW.2017.8116371
Ford R, Sridharan A, Margolies R, Jana R, Rangan S. Provisioning low latency, resilient mobile edge clouds for 5G. In 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 169-174. 8116371 https://doi.org/10.1109/INFCOMW.2017.8116371
Ford, Russell ; Sridharan, Ashwin ; Margolies, Robert ; Jana, Rittwik ; Rangan, Sundeep. / Provisioning low latency, resilient mobile edge clouds for 5G. 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 169-174
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