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Caching Policies for Delay Minimization in Small Cell Networks with Coordinated Multi-Point Joint Transmissions

Authors :
Giovanni Neglia
Alina Tuholukova
Thrasyvoulos Spyropoulos
Guilherme Iecker Ricardo
Eurecom [Sophia Antipolis]
Network Engineering and Operations (NEO )
Inria Sophia Antipolis - Méditerranée (CRISAM)
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
Université Côte d'Azur (UCA)
ANR-17-EURE-0004,UCA DS4H,UCA Systèmes Numériques pour l'Homme(2017)
ANR-17-CE25-0001,5C-for-5G,5C-for-5G: Mis en Cache, reComendation, et Communication Coordonnées des Contenus pour les réseaux 5G(2017)
Source :
IEEE/ACM Transactions on Networking, IEEE/ACM Transactions on Networking, IEEE/ACM, 2021, 29 (3), pp.1105-1115. ⟨10.1109/TNET.2021.3062269⟩, IEEE/ACM Transactions on Networking, 2021, 29 (3), pp.1105-1115. ⟨10.1109/TNET.2021.3062269⟩
Publication Year :
2021
Publisher :
HAL CCSD, 2021.

Abstract

International audience; In 5G and beyond network architectures, operators and content providers base their content distribution strategies on Heterogeneous Networks, where macro and small cells are combined to offer better Quality of Service to wireless users. On top of such networks, edge caching and Coordinated Multi-Point (CoMP) joint transmissions are used to further improve performance. In this paper, we address the average delay minimization problem by first formulating it as a static optimization problem. Even though the problem is NP-hard we are able to solve it via an efficient algorithm that guarantees a 1 2-approximation ratio. We then proceed to propose two fully distributed and dynamic caching policies for the same problem. The first one asymptotically converges to the static optimal solution under the Independent Reference Model (IRM). The second one provides better results in practice under real (nonstationary) request processes. Our online policies outperform existing dynamic solutions that are PHY-unaware.

Details

Language :
English
ISSN :
10636692
Database :
OpenAIRE
Journal :
IEEE/ACM Transactions on Networking, IEEE/ACM Transactions on Networking, IEEE/ACM, 2021, 29 (3), pp.1105-1115. ⟨10.1109/TNET.2021.3062269⟩, IEEE/ACM Transactions on Networking, 2021, 29 (3), pp.1105-1115. ⟨10.1109/TNET.2021.3062269⟩
Accession number :
edsair.doi.dedup.....61c392982d3da2d816da43ab0a8a8477