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author:

Lin, Z. (Lin, Z..) [1] | Wang, Y. (Wang, Y..) [2] | Lin, Y. (Lin, Y..) [3] | Wu, L. (Wu, L..) [4] | Chen, Z. (Chen, Z..) [5]

Indexed by:

Scopus

Abstract:

Different storage capacities and various file sizes are two crucial factors which impact the effectiveness of cache placement in device-to-device networks. However, most of existing literature assumes all users have homogeneous cache capability and all involved file sizes are identical. In this paper, files are placed into groups according to their different sizes and the storage capacities are various among all the involved user devices. Considering these two vital factors, group caching scheme (GCS) algorithm for the optimal cache strategy is investigated by formulating an optimization problem to maximize the cache hit probability solved by using Karush-Kuhn-Tucker conditions. Furthermore, random linear network coding-based GCS is developed to eliminate the negative impact of file size to cache hit probability due to the observation that the probability of small size files being cached may be higher than that of large size but more popular files. Finally, simulation results show the effectiveness of the proposal which outperforms the existing schemes. © 2013 IEEE.

Keyword:

Cache memory size; Cache placement; D2D networks; File size; Random linear network coding

Community:

  • [ 1 ] [Lin, Z.]Department of Electrical and Information Engineering, Fuzhou University, Fuzhou, 350000, China
  • [ 2 ] [Wang, Y.]Department of Electrical and Information Engineering, Fuzhou University, Fuzhou, 350000, China
  • [ 3 ] [Lin, Y.]Department of Communication Engineering, Xiamen University, Xiamen, 363200, China
  • [ 4 ] [Wu, L.]Department of Electrical and Information Engineering, Fuzhou University, Fuzhou, 350000, China
  • [ 5 ] [Chen, Z.]Department of Electrical and Information Engineering, Fuzhou University, Fuzhou, 350000, China

Reprint 's Address:

  • [Lin, Z.]Department of Electrical and Information Engineering, Fuzhou UniversityChina

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Source :

IEEE Access

ISSN: 2169-3536

Year: 2018

Volume: 6

Page: 65179-65188

4 . 0 9 8

JCR@2018

3 . 4 0 0

JCR@2023

ESI HC Threshold:170

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 10

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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