Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog

Hua, Yining, Guan, Lin and Kyriakopoulos, Konstantinos (2018) Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog. In: 1st International Workshop on Edge Systems, Analytics and Networking.

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Item Type:Conference or Workshop contribution (Paper)
Item Status:Live Archive


In recent content delivery mechanisms, popular contents tend to be placed closer to the users for better delivery performance and lower network resource occupation. Caching mechanisms in Content Delivery Networks (CDN), Mobile Edge Clouds (MECs) and fog computing have implemented edge caching paradigm for different application scenarios. However, state-of-the-art caching mechanisms in literature are mostly bounded by application scenarios. With the rapid development of heterogeneous networks, the lack of uniform caching management has become an issue. Therefore, a novel caching mechanism, Semi-Edge caching (SE), is proposed in this paper. SE caching mechanism is based on in-network caching technique and it could be generically applied into various types of network fog. Furthermore, two content allocation strategies, SE-U (unicast) and SE-B (broadcast), are proposed within SE mechanism. The performance of SE-U and SE-B are evaluated in three typical topologies with various scenario contexts. Compared to edge caching, SE can reduce latency by 7% and increase cache hit ratio by 45%.

Keywords:Information systems, Information storage systems, Storage management, Hierarchical storage management
Subjects:G Mathematical and Computer Sciences > G500 Information Systems
Divisions:College of Science > School of Computer Science
ID Code:48653
Deposited On:22 Mar 2022 10:57

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