Effective Data Structure for Mining Frequent Itemset in Cloud Databases

Due to increase of data in cloud computing environment over the past few years, retrieving required data from the huge database with lesser amount of time becomes tedious. Hence without having a proper cache management framework the retrieval of required data from the cloud data servers becomes difficult. This paper proposes a probabilistic framework for efficient retrieval of data from huge database using combined approach of caching and frequent transaction analysis. The use of novel data structure in the proposed model increases the performance of data retrieval in cloud.

Provided by: International Journal of Emerging Technology and Advanced Engineering (IJETAE) Topic: Cloud Date Added: Feb 2014 Format: PDF

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