Network-aware cache provisioning and request routing in heterogeneous cellular networks

In past years there has been an increase in the number of mobile devices and data traffic triggered by the popularisation of multimedia applications. In parallel, new applications and services with restricted requirements of delay and throughput have been developed. The 5G architecture is an enabler for such evolution, however, some fundamental management tasks deserve deep research, especially the cache placement. There are still challenges concerning the design of caching policies, such as limited storage space, content popularity, users requirements, and network congestion. In this context, we propose, implement, and evaluate a model of network-aware cooperative cache policy to decrease the latency experienced by heterogeneous cellular network (HCN) end-users. The model was formulated through integer linear programming (ILP) and performs both cache placement and request routing tasks. To compose a baseline for comparisons, we improved state-of-the-art policies by adding network-based attributes. Later, numerical simulations showed that the policy successfully chose paths decreasing the network latency and overcoming the counterparts.

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Publication Details

Journal
International Journal of Communication Networks and Distributed Systems
Published
2024-12-03
DOI
https://doi.org/10.1504/ijcnds.2025.142986
Primary Topic
Caching and Content Delivery
Type
article
Field-Weighted Citation Impact
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article

Network-aware cache provisioning and request routing in heterogeneous cellular networks

Marisangila Alves, Guilherme Koslovski
International Journal of Communication Networks and Distributed Systems
Caching and Content Delivery
article

Network-aware cache provisioning and request routing in heterogeneous cellular networks

Marisangila Alves, Guilherme Koslovski
article en

Abstract

In past years there has been an increase in the number of mobile devices and data traffic triggered by the popularisation of multimedia applications. In parallel, new applications and services with restricted requirements of delay and throughput have been developed. The 5G architecture is an enabler for such evolution, however, some fundamental management tasks deserve deep research, especially the cache placement. There are still challenges concerning the design of caching policies, such as limited storage space, content popularity, users requirements, and network congestion. In this context, we propose, implement, and evaluate a model of network-aware cooperative cache policy to decrease the latency experienced by heterogeneous cellular network (HCN) end-users. The model was formulated through integer linear programming (ILP) and performs both cache placement and request routing tasks. To compose a baseline for comparisons, we improved state-of-the-art policies by adding network-based attributes. Later, numerical simulations showed that the policy successfully chose paths decreasing the network latency and overcoming the counterparts.

International Journal of Communication Networks and Distributed SystemsVol. 31(1)
Universidade do Estado de Santa Catarina (BR)
Openalex Percentile: Top 75%
Caching and Content Delivery
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Network-aware cache provisioning and request routing in heterogeneous cellular networks — Marisangila Alves, Guilherme Koslovski · International Journal of Communication Networks and Distributed Systems (2024) | TGRS Research Map | TGRS