Decentralized Coded Caching With Distributed Storage Across Data and Parity Servers

Traditional single server based coded caching may face server saturation and service vulnerability problems. In this letter, we integrate decentralized coded caching with a multi-server architecture comprising both data and parity servers. For file distribution in this network, a method referred to as file stripping is adopted, and a novel file delivery scheme is proposed. Closed-form expressions for the total transmission rate achieved by this scheme are derived, considering all the operational servers along with the worst-case transmission rate amongst these servers. Additionally, a comparative analysis between the proposed scheme and the conventional decentralized coded caching scheme is presented. The simulation results demonstrate the viability of our proposed scheme.

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Publication Details

Journal
IEEE Networking Letters
Published
2024-10-14
DOI
https://doi.org/10.1109/lnet.2024.3479914
Primary Topic
Caching and Content Delivery
Type
article
Field-Weighted Citation Impact
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article

Decentralized Coded Caching With Distributed Storage Across Data and Parity Servers

Monolina Dutta, Anoop Thomas, Frank Y. Li
IEEE Networking Letters
Caching and Content Delivery
article

Decentralized Coded Caching With Distributed Storage Across Data and Parity Servers

Monolina Dutta, Anoop Thomas, Frank Y. Li
article en

Abstract

Traditional single server based coded caching may face server saturation and service vulnerability problems. In this letter, we integrate decentralized coded caching with a multi-server architecture comprising both data and parity servers. For file distribution in this network, a method referred to as file stripping is adopted, and a novel file delivery scheme is proposed. Closed-form expressions for the total transmission rate achieved by this scheme are derived, considering all the operational servers along with the worst-case transmission rate amongst these servers. Additionally, a comparative analysis between the proposed scheme and the conventional decentralized coded caching scheme is presented. The simulation results demonstrate the viability of our proposed scheme.

IEEE Networking LettersVol. 7(1)
University of Agder (NO), Indian Institute of Technology Bhubaneswar (IN)
Openalex Percentile: Top 80%
Caching and Content Delivery
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Decentralized Coded Caching With Distributed Storage Across Data and Parity Servers — Monolina Dutta, Anoop Thomas, et al. · IEEE Networking Letters (2024) | TGRS Research Map | TGRS