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Modeling and Optimization of Mobility-Aware Dynamic Caching With Time-Varying Content Popularity.

Authors :
Deng, Tao
Fan, Pingzhi
Yuan, Di
Source :
IEEE Transactions on Vehicular Technology. Jan2020, Vol. 69 Issue 1, p1157-1162. 6p.
Publication Year :
2020

Abstract

A mobility-aware dynamic caching optimization problem (MDCP) is modelled for optimal caching when the contents’ popularity may vary over time. The $\mathcal {NP}$ -hardness of MDCP is proved. For the problem's solution, first, by providing a reformulation, the optimum of MDCP can be computed in up to medium-scale system scenarios. In addition, a time-efficient algorithm is developed for large-scale scenarios. The results of performance evaluation are provided. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189545
Volume :
69
Issue :
1
Database :
Academic Search Index
Journal :
IEEE Transactions on Vehicular Technology
Publication Type :
Academic Journal
Accession number :
141381449
Full Text :
https://doi.org/10.1109/TVT.2019.2951737