PARALLELIZATION OF SEQUENTIAL COMPUTER VISION ALGORITHMS ON BIG-DATA USING DISTRIBUTED CHUNK-BASED FRAMEWORK
Norhan Magdi Sayed Osman;
Abstract
Inthisthesis,weproposeacompleteframeworkthatenablesbig-dataframe- workstorunsequentialcomputervisionalgorithmsinascalableandparallel way. Our idea is to divide the input video files into small chunks that can be processedinparallelwithoutaffectingthequalityoftheresultingoutput.We developed an intelligent data grouping that enables chunk-based framework todistributedatachunksamongtheavailableresourcesandgathertheresults out of each chunk faster than the standalone sequentialapproach.
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| Title | PARALLELIZATION OF SEQUENTIAL COMPUTER VISION ALGORITHMS ON BIG-DATA USING DISTRIBUTED CHUNK-BASED FRAMEWORK | Other Titles | موازاة خوارزميات رؤية الحاسب المتسلسلة على البيانات الضخمة باستخدام إطار توزيع أجزاء البيانات | Authors | Norhan Magdi Sayed Osman | Issue Date | 2018 |
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