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Coded Caching Schemes for Multi-Access Topologies via Combinatorial Design Theory

Authors :
Cheng, Minquan
Wan, Kai
Elia, Petros
Caire, Giuseppe
Guangxi Normal University
Huazhong University of Science and Technology [Wuhan] (HUST)
Eurecom [Sophia Antipolis]
Technical University of Berlin / Technische Universität Berlin (TU)
IEEE
European Project: 725929,DUALITY
European Project: 789190,CARENET
Source :
ISIT 2023, IEEE International Symposium on Information Theory, ISIT 2023, IEEE International Symposium on Information Theory, IEEE, Jun 2023, Taipei, Taiwan
Publication Year :
2023
Publisher :
HAL CCSD, 2023.

Abstract

International audience; This paper studies a novel multi-access coded caching (MACC) model where the topology between users and cache nodes is a generalization of those already studied in previous work, such as combinatorial and cross-resolvable design topologies. Our goal is to minimize the worst-case transmission load in the delivery phase from the server over all possible user requests. By formulating the access topology as two classical combinatorial structures, t-design and t-group divisible design, we propose two classes of coded caching schemes for a flexible number of users, where the number of users can scale linearly, polynomially or exponentially with the number of cache nodes. In addition, our schemes can unify most schemes for the shared link network and unify many schemes for the multi-access network except for the cyclic wrap-around topology.

Details

Language :
English
Database :
OpenAIRE
Journal :
ISIT 2023, IEEE International Symposium on Information Theory, ISIT 2023, IEEE International Symposium on Information Theory, IEEE, Jun 2023, Taipei, Taiwan
Accession number :
edsair.od......3379..d475074d2972fa43c89aa253e77e1eab