Dot Net

Clairvoyant Web Accelerator Adaptive Data Mining Application Introduction (What’s it all about?) “Clairvoyant” is adaptive data mining application which predicts and pre-caches web pages that the user is going to visit in near future. Correctly predicted and pre-cached web pages loads faster to the web-browser and provides accelerated web download experience to the user. “Clairvoyant” achieves its prediction intelligence by collecting data about the user’s access patterns to the web sites, mining this data with the “Supervised” decision tree based classification algorithm. “Clairvoyant” achieves its adaptive intelligence by following the ARC – Adaptive Cache Replacement policy and thus maintaining a fine balance between the frequency and recency of the web-pages accessed by the user. This application achieves web acceleration based on the fact that most users visit particular web-sites in certain period of day. For example most users will visit particular mail-application and/or news