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On Efficient Cache Management of Cloud Radio Access Networks for 5G Mobile Networks

On Efficient Cache Management of Cloud Radio Access Networks for 5G Mobile Networks

Melody Moh, Deepika Pathinga Rajendiran
Copyright: © 2020 |Pages: 28
ISBN13: 9781799811527|ISBN10: 1799811522|ISBN13 Softcover: 9781799811534|EISBN13: 9781799811541
DOI: 10.4018/978-1-7998-1152-7.ch007
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MLA

Moh, Melody, and Deepika Pathinga Rajendiran. "On Efficient Cache Management of Cloud Radio Access Networks for 5G Mobile Networks." Fundamental and Supportive Technologies for 5G Mobile Networks, edited by Sherine Mohamed Abd El-Kader and Hanan Hussein, IGI Global, 2020, pp. 159-186. https://doi.org/10.4018/978-1-7998-1152-7.ch007

APA

Moh, M. & Pathinga Rajendiran, D. (2020). On Efficient Cache Management of Cloud Radio Access Networks for 5G Mobile Networks. In S. El-Kader & H. Hussein (Eds.), Fundamental and Supportive Technologies for 5G Mobile Networks (pp. 159-186). IGI Global. https://doi.org/10.4018/978-1-7998-1152-7.ch007

Chicago

Moh, Melody, and Deepika Pathinga Rajendiran. "On Efficient Cache Management of Cloud Radio Access Networks for 5G Mobile Networks." In Fundamental and Supportive Technologies for 5G Mobile Networks, edited by Sherine Mohamed Abd El-Kader and Hanan Hussein, 159-186. Hershey, PA: IGI Global, 2020. https://doi.org/10.4018/978-1-7998-1152-7.ch007

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Abstract

Cloud radio access networks (CRAN) have been proposed for 5G technologies to provide improved scalability, flexibility, and performance for supporting rapid increase of IoT devices. This chapter designs a new efficient cache management scheme for the baseband unit (BBU) pool in CRAN. First, it adopts the exponential-decay (EXD) scheme to keep recently frequently requested records in cache and enhances it with analytical hierarchy process (AHP) to support multiple levels of mobility and QoS. The other new algorithms include a probability-based scoring scheme, a hierarchical, or tiered, approach, and enhancements to previously existing approaches. Performance evaluation shows that the new schemes offer high cache hit ratios and a reduction in network traffic as compared with other existing and classic caching mechanisms. The authors believe that this work is important in advancing 5G technology for supporting IoT services and is also useful to other cache management systems.

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