A Caching Strategy Based on Content Popularity Level for NDN

Author(s):  
Min Feng ◽  
Ru Li ◽  
Yong Hu ◽  
Meiju Yu
Electronics ◽  
2021 ◽  
Vol 10 (18) ◽  
pp. 2217
Author(s):  
Yingwen Chen ◽  
Hujie Yu ◽  
Bowen Hu ◽  
Zhimin Duan ◽  
Guangtao Xue

Mobile users’ demands to delay-sensitive video streaming media put forward new requirements for mobile networks, such as architecture optimization. Edge caching as a new paradigm is proposed to enhance the quality of service (QoS) for mobile users at the network edge. Due to the limited coverage of edge cache nodes, the frequent handoffs between base stations would aggravate network traffic overhead, resulting in a bad experience of high latency and service interruption when mobile users browse videos. This paper first proposes a three-layer mobile edge network architecture and applied edge caching to video streams to build an efficient caching system. Given the user’s mobility and low latency of mobile video streaming, we propose an edge caching strategy based on user speed and content popularity. Horizontally, the user’s speed affects the spanning area and the buffer size of the cache on edge; vertically, content popularity determines the priority of cached videos. Experimental results demonstrate that our caching strategy outperforms other schemes in terms of the average delay and the cache hit ratio in mobile video streaming scenes compared with the other three classic caching methods.


2021 ◽  
Author(s):  
Guanpeng Chen ◽  
Wenpeng Jing ◽  
Xiangming Wen ◽  
Zhaoming Lu ◽  
Shuyue Zhao

2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Jinyuan Gu ◽  
Yancheng Ji ◽  
Wei Duan ◽  
Guoan Zhang

The high-speed dynamic environment and massive information transmitted via wireless communications in the vehicular ad hoc networks (VANETs) pose a great challenge to privacy and security. To overcome this issue, use of the content-centric networking (CCN) provides a potential and practical solution. In-network caching is a main feature for future smart cities, in which the content is mainly placed in network nodes. Therefore, how to effectively select the cache locality and cache content is essential to improve the overall network performance, which is an inevitable trend. With these observations, this article proposes a caching strategy based on the node value and content popularity (NVCP) for the massive VANET scenario. In the proposed NVCP scheme, different from the traditional caching strategies, we evaluate the node value from three aspects: the connectivity, intermediary, and eigenvector centralities, synthetically, since the content with different types of popularity is placed in nodes with different values, resulting in the redundancy deterioration and diversity improvement for the content. The proposed caching strategy is evaluated by the stochastic network topology with multifactors, which provides different impacts on the system performance. Simulation results show that the NVCP outperforms the traditional cache strategies for 6G-CCN in terms of the cache hit ratio, average hop count, and transmission latency. Moreover, placing the content in the neighbor nodes is also introduced to further improve the utilization of the cache space and achieve better cache performance.


2010 ◽  
Vol 30 (3) ◽  
pp. 593-595
Author(s):  
Jun-hao WEN ◽  
Xiao-yi LI ◽  
Yi-qi XIANG
Keyword(s):  

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