Efficient Anchor Point Deployment for Low Latency Connectivity in MEC-Assisted C-V2X Scenarios
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arXiv
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| Format: | Preprint |
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2024
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| author | Fondo-Ferreiro, Pablo Gil-Castiñeira, Felipe González-Castaño, Francisco Javier Candal-Ventureira, David Rodriguez, Jonathan Morgado, Antonio J. Mumtaz, Shahid |
| author_facet | Fondo-Ferreiro, Pablo Gil-Castiñeira, Felipe González-Castaño, Francisco Javier Candal-Ventureira, David Rodriguez, Jonathan Morgado, Antonio J. Mumtaz, Shahid |
| contents | Next-generation cellular networks will play a key role in the evolution of different vertical industries. Low latency will be a major requirement in many related uses cases. This requirement is specially challenging in scenarios with high mobility of end devices, such as vehicular communications. The Multi-Access Edge Computing (MEC) paradigm seeks to satisfy it. In this article we propose the dynamic deployment of anchor point network functions at edge locations and the assignment of terminals to these anchor points with the joint objective of minimizing communications latency and reducing network overhead. We formally define the problem as a multi-objective optimization and also propose a novel heuristic greedy algorithm for approximating the solution. This algorithm compares favorably with baseline and state-of-the-art strategies for latency minimization while reducing the overhead caused by network reconfigurations. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_19348 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Efficient Anchor Point Deployment for Low Latency Connectivity in MEC-Assisted C-V2X Scenarios Fondo-Ferreiro, Pablo Gil-Castiñeira, Felipe González-Castaño, Francisco Javier Candal-Ventureira, David Rodriguez, Jonathan Morgado, Antonio J. Mumtaz, Shahid Networking and Internet Architecture Next-generation cellular networks will play a key role in the evolution of different vertical industries. Low latency will be a major requirement in many related uses cases. This requirement is specially challenging in scenarios with high mobility of end devices, such as vehicular communications. The Multi-Access Edge Computing (MEC) paradigm seeks to satisfy it. In this article we propose the dynamic deployment of anchor point network functions at edge locations and the assignment of terminals to these anchor points with the joint objective of minimizing communications latency and reducing network overhead. We formally define the problem as a multi-objective optimization and also propose a novel heuristic greedy algorithm for approximating the solution. This algorithm compares favorably with baseline and state-of-the-art strategies for latency minimization while reducing the overhead caused by network reconfigurations. |
| title | Efficient Anchor Point Deployment for Low Latency Connectivity in MEC-Assisted C-V2X Scenarios |
| topic | Networking and Internet Architecture |
| url | https://arxiv.org/abs/2403.19348 |