Optimizing memory utilization in main-memory cloud database /
Ghada Mohamed Abdelmonem Afify
Optimizing memory utilization in main-memory cloud database / تحسين إستخدام الذاكرة الرئيسية فى قاعدة البيانات السحابية Ghada Mohamed Abdelmonem Afify ; Supervised Osman Hegazy , Ali Hamed Elbastawissy - Cairo : Ghada Mohamed Abdelmonem Afify , 2016 - 127 Leaves : charts , facsimiles ; 30cm
Thesis (Ph.D.) - Cairo University - Faculty of Computers and Information - Department of Information System
A novel hybrid filtering approach (HFA) is introduced, which tracks both tuples and attributes access. A novel algorithm called HC_Apriori is introduced, which adapts the optimized Trie Apriori algorithm, employing a new optimization measure. The objective is to enhance the performance in terms of two metrics: Storage space and execution time. Real-world popular data mining datasets were used: Mushroom, chess, connect and accidents. Finally, the efficiency of the proposed HC_Apriori algorithm in optimizing memory utilization is proved in azure cloud environment
Cloud computing Cloud storage Cloud storage optimization
Optimizing memory utilization in main-memory cloud database / تحسين إستخدام الذاكرة الرئيسية فى قاعدة البيانات السحابية Ghada Mohamed Abdelmonem Afify ; Supervised Osman Hegazy , Ali Hamed Elbastawissy - Cairo : Ghada Mohamed Abdelmonem Afify , 2016 - 127 Leaves : charts , facsimiles ; 30cm
Thesis (Ph.D.) - Cairo University - Faculty of Computers and Information - Department of Information System
A novel hybrid filtering approach (HFA) is introduced, which tracks both tuples and attributes access. A novel algorithm called HC_Apriori is introduced, which adapts the optimized Trie Apriori algorithm, employing a new optimization measure. The objective is to enhance the performance in terms of two metrics: Storage space and execution time. Real-world popular data mining datasets were used: Mushroom, chess, connect and accidents. Finally, the efficiency of the proposed HC_Apriori algorithm in optimizing memory utilization is proved in azure cloud environment
Cloud computing Cloud storage Cloud storage optimization