Content Placement Problem in a Hierarchical Collaborative Caching method for 5G networks (CPP-HCC)

Date

2020-01-01

Author

Hassanzadeh, Farnaz
Onur, Ertan

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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The increasing demand for video streaming has imposed tremendous data rates and minimal end-to-end latency requirements on 5G mobile networks. Caching content close to the users is one of the conventional ways to meet these requirements. Subsequent requests for the same content can be supplied from the cache with minimal delay. In this paper, we present a content placement problem in a hierarchical collaborative caching (CPP-HCC) in 5G networks that can determine the location of the replica contents by solving an optimization problem. This optimization problem minimizes the latency for transferring content between entities of the network. The evaluation results confirm the efficiency of CPP-HCC compared to other benchmark methods and show that the latency and hit ratio can be improved by 83% and 62%, respectively.

URI

https://hdl.handle.net/11511/89314

DOI

https://doi.org/10.23919/cnsm50824.2020.9269047

Conference Name

16th International Conference on Network and Service Management (CNSM) / 2nd International Workshop on Analytics for Service and Application Management (AnServApp) / 1st International Workshop on the Future Evolution of Internet Protocols (IPFuture)

Collections

Department of Computer Engineering, Conference / Seminar

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Citation Formats

F. Hassanzadeh and E. Onur, “Content Placement Problem in a Hierarchical Collaborative Caching method for 5G networks (CPP-HCC),” presented at the 16th International Conference on Network and Service Management (CNSM) / 2nd International Workshop on Analytics for Service and Application Management (AnServApp) / 1st International Workshop on the Future Evolution of Internet Protocols (IPFuture), ELECTR NETWORK, 2020, Accessed: 00, 2021. [Online]. Available: https://hdl.handle.net/11511/89314.