Title
A Multi-Cloudlet Infrastructure for Future Smart Cities: An Empirical Study.
Abstract
The emerging paradigm of edge computing has proposed cloudlets to offload data and computations from mobile, resource-constrained devices. However, little attention has been paid to the question on where to deploy cloudlets in the context of smart city environments. In this vision paper, we propose to deploy cloudlets on a city-wide scale by leveraging three kinds of existing infrastructures: cellular base stations, routers and street lamps. We motivate the use of this infrastructure with real location data of nearly 50,000 access points from a major city. We provide an analysis on the potential coverage for the different cloudlet types. Besides spatial coverage, we also consider user traces from two mobile applications. Our results show that upgrading only a relatively small number of access points can lead to a city-scale cloudlet coverage. This is especially true for the coverage analysis of the mobility traces, where mobile users are within the communication range of a cloudlet-enabled access point most of the time.
Year
DOI
Venue
2018
10.1145/3213344.3213348
MobiSys '18: The 16th Annual International Conference on Mobile Systems, Applications, and Services Munich Germany June, 2018
Keywords
DocType
ISBN
Cloudlets, Edge Computing, Fog Computing, Smart Cities, Coverage, Mobile Applications
Conference
978-1-4503-5837-8
Citations 
PageRank 
References 
1
0.34
0
Authors
6
Name
Order
Citations
PageRank
Julien Gedeon1153.31
Jeff Krisztinkovics210.68
Christian Meurisch34312.28
Michael Stein4357.64
Lin Wang522032.09
Max Mühlhäuser61652252.87