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Simulation Study of Low-Latency Network Model with Orchestrator in MEC

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Title: Simulation Study of Low-Latency Network Model with Orchestrator in MEC
Authors: Intharawijitr, Krittin Browse this author
Iida, Katsuyoshi Browse this author →KAKEN DB
Koga, Hiroyuki Browse this author →KAKEN DB
Yamaoka, Katsunori Browse this author →KAKEN DB
Keywords: mobile edge computing
low-latency network
processor sharing
Issue Date: 1-Nov-2019
Publisher: 電子情報通信学会
Journal Title: IEICE transactions on communications
Volume: E102.B
Issue: 11
Start Page: 2139
End Page: 2150
Publisher DOI: 10.1587/transcom.2018EBP3368
Abstract: Most of latency-sensitive mobile applications depend on computational resources provided by a cloud computing service. The problem of relying on cloud computing is that, sometimes, the physical locations of cloud servers are distant from mobile users and the communication latency is long. As a result, the concept of distributed cloud service, called mobile edge computing (MEC), is being introduced in the 5G network. However, MEC can reduce only the communication latency. The computing latency in MEC must also be considered to satisfy the required total latency of services. In this research, we study the impact of both latencies in MEC architecture with regard to latency-sensitive services. We also consider a centralized model, in which we use a controller to manage flows between users and mobile edge resources to analyze MEC in a practical architecture. Simulations show that the interval and controller latency trigger some blocking and error in the system. However, the permissive system which relaxes latency constraints and chooses an edge server by the lowest total latency can improve the system performance impressively.
Rights: copyright©2019 IEICE
Type: article
Appears in Collections:情報基盤センター (Information Initiative Center) > 雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

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