Heterogeneous big data cluster for computer vision applications /
Hazem Abdelmegeed Elsayed Abdelhafez
Heterogeneous big data cluster for computer vision applications / مجموعة مشغلات غير متجانسة لحسابات البيانات الكبيرة فى تطبيقات رؤية الحاسب Hazem Abdelmegeed Elsayed Abdelhafez ; Supervised Hossam Ali Hassan Fahmy , Ameen Mohamed Nassar , Mohamed Mohamed Rehan - Cairo : Hazem Abdelmegeed Elsayed Abdelhafez , 2016 - 78 P. : plans ; 30cm
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Electronics and Communications
A token based scheduler is developed to enable efficient utilization of graphics processing unit in big-data clusters specifically for computer vision applications. The scheduler addresses the racing conditions that occur on the graphics processing unit due to simultaneous access by the parallel instances of the running application. The presented scheduler enables the porting of computer vision applications to big-data cluster with heterogeneous computing capabilities where multi-core central processing units exist alongside graphical processing unit
Big data Graphical processing units Parallel computing
Heterogeneous big data cluster for computer vision applications / مجموعة مشغلات غير متجانسة لحسابات البيانات الكبيرة فى تطبيقات رؤية الحاسب Hazem Abdelmegeed Elsayed Abdelhafez ; Supervised Hossam Ali Hassan Fahmy , Ameen Mohamed Nassar , Mohamed Mohamed Rehan - Cairo : Hazem Abdelmegeed Elsayed Abdelhafez , 2016 - 78 P. : plans ; 30cm
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Electronics and Communications
A token based scheduler is developed to enable efficient utilization of graphics processing unit in big-data clusters specifically for computer vision applications. The scheduler addresses the racing conditions that occur on the graphics processing unit due to simultaneous access by the parallel instances of the running application. The presented scheduler enables the porting of computer vision applications to big-data cluster with heterogeneous computing capabilities where multi-core central processing units exist alongside graphical processing unit
Big data Graphical processing units Parallel computing