INTELLIGENT CACHE FARMING ARCHITECTURE WITH THE RECOMMENDER SYSTEM

Abstract

The Quality of Services (QoS) guaranteed by the Internet Service Providers (ISPs) is an important factor for users’ satisfaction in using the Internet. The implementation of the web proxy caching has been implemented to support this objective and also support the security procedure of the organizations. However, the success of guaranteeing the QoS of each ISP must be depended on the cache size and efficient caching policy. This paper proposes a new architecture of cache farming with the recommender system concept to manage users’ requirements. This solution helps reducing the retrieval time and also increasing the hit rate although the number of users increases without expanding the size of caches in the farm.

Keywords

• Cache farming
• Cache management
• Proxy system
• Recommender system
• Users’ requirement