Coded Caching for Broadcast Networks with User Cooperation

被引:1
|
作者
Huang, Zhenhao [1 ]
Chen, Jiahui [1 ]
You, Xiaowen [1 ]
Ma, Shuai [2 ]
Wu, Youlong [1 ]
机构
[1] ShanghaiTech Univ, Sch Informat Sci & Technol, 393 Huaxia Middle Rd, Shanghai 201210, Peoples R China
[2] Telecom Paris, Informat Proc & Commun Lab, IP Paris, F-91120 Palaiseau, France
基金
中国国家自然科学基金;
关键词
coded cache; cooperation; device-to-device; transmission delay; DELIVERY; PLACEMENT;
D O I
10.3390/e24081034
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Caching technique is a promising approach to reduce the heavy traffic load and improve user latency experience for the Internet of Things (IoT). In this paper, by exploiting edge cache resources and communication opportunities in device-to-device (D2D) networks and broadcast networks, two novel coded caching schemes are proposed that greatly reduce transmission latency for the centralized and decentralized caching settings, respectively. In addition to the multicast gain, both schemes obtain an additional cooperation gain offered by user cooperation and an additional parallel gain offered by the parallel transmission among the server and users. With a newly established lower bound on the transmission delay, we prove that the centralized coded caching scheme is order-optimal, i.e., achieving a constant multiplicative gap within the minimum transmission delay. The decentralized coded caching scheme is also order-optimal if each user's cache size is larger than a threshold which approaches zero as the total number of users tends to infinity. Moreover, theoretical analysis shows that to reduce the transmission delay, the number of users sending signals simultaneously should be appropriately chosen according to the user's cache size, and always letting more users send information in parallel could cause high transmission delay.
引用
收藏
页数:29
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