4.6 Article

A Novel Nested Coded Delivery Strategy for Coded Caching Under Nonuniform File Popularity

期刊

IEEE COMMUNICATIONS LETTERS
卷 27, 期 3, 页码 807-811

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LCOMM.2023.3235834

关键词

Servers; Multicast communication; Optimization; Redundancy; Encoding; Indexes; Electronic mail; Coded caching; cache placement; nested coded delivery; nonuniform file popularity; optimization

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This letter proposes an efficient nested coded caching scheme to reduce the average delivery rate under nonuniform file popularity. The scheme uses a nested coded delivery strategy to eliminate zero-padding and maximize multicasting gain. It is further optimized by jointly optimizing the cache placement and nested coded delivery strategy. Numerical results show that the optimized scheme outperforms other state-of-the-art coded caching schemes and achieves near-optimal performance.
This letter proposes an efficient nested coded caching scheme (NCCS) under nonuniform file popularity to reduce the average delivery rate. The NCCS uses a nested coded delivery strategy to ensure the subfiles of the files being coded into the same message are of the same size, thereby eliminating zero-padding that is commonly used in coded messages for delivery and, at the same time, maximally exploiting multicasting gain. We further optimize the NCCS by jointly optimizing the cache placement and nested coded delivery strategy to minimize the average delivery rate. Numerical results show that the optimized NCCS outperforms other state-of-the-art coded caching schemes and achieves near-optimal performance.

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