A4 Article in conference proceedings
Optimal Buffer Resource Allocation in Wireless Caching Networks (2019)
Liu, T., Chang, Z., Li, J., Shu, F., Ristaniemi, T., & Han, Z. (2019). Optimal Buffer Resource Allocation in Wireless Caching Networks. In SPAWC 2019 : IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications. IEEE. IEEE International Workshop on Signal Processing Advances in Wireless Communications. https://doi.org/10.1109/SPAWC.2019.8815539
JYU authors or editors
Publication details
All authors or editors: Liu, Tingting; Chang, Zheng; Li, Jun; Shu, Feng; Ristaniemi, Tapani; Han, Zhu
Parent publication: SPAWC 2019 : IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications
Place and date of conference: Cannes, France, 2.-5.7.2019
eISBN: 978-1-5386-6528-2
Journal or series: IEEE International Workshop on Signal Processing Advances in Wireless Communications
ISSN: 2325-3789
eISSN: 2325-3789
Publication year: 2019
Publisher: IEEE
Publication country: United States
Publication language: English
DOI: https://doi.org/10.1109/SPAWC.2019.8815539
Publication open access: Not open
Publication channel open access:
Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/67176
Abstract
Wireless caching systems have been exhaustively investigated in recent years. Due to limited buffer capacity, and unbalanced arrival and service rates, the backlogs may exist in the caching node and even cause buffer overflow. In this paper, we first investigate the relationship among backlogs, buffer capacity, data arrival rate and service rate, utilizing the martingale theory which is flexible in handling any arrival and service processes. Then given a target buffer overflow probability, the minimal required buffer portion is determined. If the devoted buffer capacity can fulfill all serving users' minimal buffer requirements, an optimization problem is constructed with the objective to minimize the overall buffer overflow probability. The optimization solution is obtained by a modified waterfilling scheme. Finally, the numerical results are illustrated to demonstrate the superiority of the proposed scheme.
Keywords: wireless networks; wireless data transmission; optimisation
Free keywords: optimal buffer resource allocation; wireless caching networks
Contributing organizations
Ministry reporting: Yes
Reporting Year: 2019
JUFO rating: 1