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Found 5 essays matching the above criteria.

  1. 1. Design and evaluation of a plain MPI-based cluster execution backend for the SkePU 3 skeleton programming framework

    University essay from Linköpings universitet/Programvara och system

    Author : Alexander Zeijlon; [2023]
    Keywords : SkePU; skeleton programming; algorithmic skeletons; HPC; cluster; parallel programming; MPI; OpenMP; CUDA; Hybrid; NUMA;

    Abstract : SkePU 3 is a framework for parallel program execution that uses higher order functions called skeletons, which provide a layer of abstraction between user code and the parallel implementation it provides through its backends. The backend that enables SkePU to run on an HPC cluster has a slowdown of a factor two. READ MORE

  3. 2. Modernizing and Evaluating the Autotuning Framework of SkePU 3

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Basel Nsralla; [2022]
    Keywords : SkePU; Autotuning; Parallel Computing; Multicore; OpenCL; OpenMP;

    Abstract : Autotuning is a method which enables a program to automatically choose the most suitable parameters that optimizes it for a certain goal e.g. speed, cost, etc. READ MORE

  4. 3. Integrating SkePU's algorithmic skeletons with GPI on a cluster

    University essay from Linköpings universitet/Programvara och system

    Author : Joel Almqvist; [2022]
    Keywords : SlePU; cluster; GPI; MPI; OpenMP; parallel programming; HPC; algorithmic skeletons; distributed computing; SkePU; kluster; GPI; MPI; OpenMP; parallellprogrammering; HPC; algoritmiska skelett;

    Abstract : As processors' clock-speed flattened out in the early 2000s, multi-core processors became more prevalent and so did parallel programming. However this programming paradigm introduces additional complexities, and to combat this, the SkePU framework was created. READ MORE

  5. 4. Auto-tuning Hybrid CPU-GPU Execution of Algorithmic Skeletons in SkePU

    University essay from Linköpings universitet/Programvara och system

    Author : Tomas Öhberg; [2018]
    Keywords : Heterogeneous computing; Hybrid execution; Skeleton programming; Workload partitioning; SkePU; Skeleton; CPU; GPU; Accelerator;

    Abstract : The trend in computer architectures has for several years been heterogeneous systems consisting of a regular CPU and at least one additional, specialized processing unit, such as a GPU.The different characteristics of the processing units and the requirement of multiple tools and programming languages makes programming of such systems a challenging task. READ MORE

  6. 5. A Back-End for the SkePU Skeleton Programming Library targeting the Low-Power Multicore Vision Processor Myriad 2

    University essay from Linköpings universitet/Programvara och system

    Author : Sebastian Thorarensen; [2016]
    Keywords : parallel;

    Abstract : The SkePU skeleton programming library utilises algorithmic skeletons to offer a high-level approach for creating parallel applications. By using different back-ends, SkePU applications can run on multicore systems, GPGPU systems, and computer clusters. READ MORE