International audienceSimilarity caching systems have recently attracted the attention of the scientific community, as they can be profitably used in many application contexts, like multimedia retrieval, advertising, object recognition, recommender systems and online content-match applications. In such systems, a user request for an object , which is not in the cache, can be (partially) satisfied by a similar stored object ’, at the cost of a loss of user utility. In this paper we make a first step into the novel area of similarity caching networks, where requests can be forwarded along a path of caches to get the best efficiency–accuracy tradeoff. The offline problem of content placement can be easily shown to be NP-hard, while different p...
We introduce the similarity caching problem, a variant of classical caching in which an algorithm ca...
International audienceA similarity cache can reply to a query for an object with similar objects sto...
International audienceCaching is frequently used by Internet Service Providers as a viable technique...
International audienceThis paper focuses on similarity caching systems, in which a user request for ...
Similarity search is a key operation in multimedia retrieval systems and recommender systems, and it...
Motivated by contextual advertising systems and other web applications involving efficiency-accuracy...
International audienceThe potential availability of storage space at cellular and femtocell base-sta...
Feature-rich data, such as audio-video recordings, digital images, and results of scientific experim...
The tremendous growth in the use of the World Wide Web and the expansion of Video On Demand and IPTV...
A similarity cache can reply to a query for an object with similar objects stored locally. In some a...
Large-scale similarity search engines are complex systems devised to process unstructured data like ...
The overwhelming use of today’s network is for an endpoint to acquire a named content file. As a res...
International audienceSimilarity search is a key operation in multimedia retrieval systems and recom...
The delivery of video content is expected to gain huge momentum, fueled by the popularity of user-ge...
We introduce the similarity caching problem, a variant of classical caching in which an algorithm ca...
International audienceA similarity cache can reply to a query for an object with similar objects sto...
International audienceCaching is frequently used by Internet Service Providers as a viable technique...
International audienceThis paper focuses on similarity caching systems, in which a user request for ...
Similarity search is a key operation in multimedia retrieval systems and recommender systems, and it...
Motivated by contextual advertising systems and other web applications involving efficiency-accuracy...
International audienceThe potential availability of storage space at cellular and femtocell base-sta...
Feature-rich data, such as audio-video recordings, digital images, and results of scientific experim...
The tremendous growth in the use of the World Wide Web and the expansion of Video On Demand and IPTV...
A similarity cache can reply to a query for an object with similar objects stored locally. In some a...
Large-scale similarity search engines are complex systems devised to process unstructured data like ...
The overwhelming use of today’s network is for an endpoint to acquire a named content file. As a res...
International audienceSimilarity search is a key operation in multimedia retrieval systems and recom...
The delivery of video content is expected to gain huge momentum, fueled by the popularity of user-ge...
We introduce the similarity caching problem, a variant of classical caching in which an algorithm ca...
International audienceA similarity cache can reply to a query for an object with similar objects sto...
International audienceCaching is frequently used by Internet Service Providers as a viable technique...