Mei, Haibo and Wang, Kezhi and Yang, Kun (2017) Multi-Layer Cloud-RAN With Cooperative Resource Allocations for Low-Latency Computing and Communication Services. IEEE Access, 5. pp. 19023-19032. DOI https://doi.org/10.1109/ACCESS.2017.2752279
Mei, Haibo and Wang, Kezhi and Yang, Kun (2017) Multi-Layer Cloud-RAN With Cooperative Resource Allocations for Low-Latency Computing and Communication Services. IEEE Access, 5. pp. 19023-19032. DOI https://doi.org/10.1109/ACCESS.2017.2752279
Mei, Haibo and Wang, Kezhi and Yang, Kun (2017) Multi-Layer Cloud-RAN With Cooperative Resource Allocations for Low-Latency Computing and Communication Services. IEEE Access, 5. pp. 19023-19032. DOI https://doi.org/10.1109/ACCESS.2017.2752279
Abstract
To improve low-latency computing and communication services, a new type of mobile edge computing architecture named multi-layer cloud radio access network (Multi-layer CRAN) is designed in this paper. In Multi-layer CRAN, a high-level edge cloud is deployed next to base band unit pool to handle the computing tasks of user equipment (UE) in centralized way. Meanwhile, a low-level edge cloud is deployed in each remote radio head (RRH) to locally handle UEs' computing tasks in a distributed way. Based upon Multi-layer CRAN, a cooperative communication and computation resource allocation (3C-RA) algorithm is further designed for lower service latency and energy cost, and higher network throughput in this paper. 3C-RA utilizes a distributed RRH cell coloring algorithm to enable each RRH to work out the resource allocation in an efficient and distributed way. 3C-RA employs a proportional fairness-based approach to allocate communication and computation resource in each RRH cell. A series of simulations on Multi-layer CRAN with 3C-RA were carried out. The simulation results validate that Multi-layer CRAN is more capable of providing low-latency computing and communication services, and 3C-RA enables Multi-layer CRAN to have lower service latency and energy cost and higher network throughput.
Item Type: | Article |
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Uncontrolled Keywords: | Multi-layer CRAN; communication and computation resource allocation; high-level edge cloud; low-level edge cloud |
Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 19 Nov 2018 15:25 |
Last Modified: | 30 Oct 2024 20:45 |
URI: | http://repository.essex.ac.uk/id/eprint/23494 |
Available files
Filename: 08037986.pdf