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Several operations of Web-based applications are optimized with respect to the set of resources that will receive the majority of requests in the near future, namely the hot set. Unfortunately, the existing algorithms for the hot set identification do not work well for the emerging social network applications, that are characterized by quite novel features with respect to the traditional Web: highly interactive user accesses, upload and download operations, short lifespan of the resources,doi:10.1109/compsac.2009.44 dblp:conf/compsac/CanaliCL09 fatcat:33zomxvsnvgc3ehnqupzn64nze