Essays about: "Parallelization computing"

Showing result 16 - 20 of 24 essays containing the words Parallelization computing.

  1. 16. Parallelization of DIRA and CTmod Using OpenMP and OpenCL

    University essay from Linköpings universitet/Informationskodning; Linköpings universitet/Tekniska fakulteten

    Author : Alexander Örtenberg; [2015]
    Keywords : ;

    Abstract : Parallelization is the answer to the ever-growing demands of computing power by taking advantage of multi-core processor technology and modern many-core graphics compute units. Multi-core CPUs and many-core GPUs have the potential to substantially reduce the execution time of a program but it is often a challenging task to ensure that all available hardware is utilized. READ MORE

  3. 17. Accelerated Deep Learning using Intel Xeon Phi

    University essay from Linnéuniversitetet/Institutionen för datavetenskap (DV)

    Author : André Viebke; [2015]
    Keywords : Machine Learning; Deep Learning; Supervised Deep Learning; Intel Xeon Phi; Convolutional Neural Network; CNN; High Performance Computing; CHAOS; parallel computing; coprocessor; MIC; speed up; performance model; evaluation;

    Abstract : Deep learning, a sub-topic of machine learning inspired by biology, have achieved wide attention in the industry and research community recently. State-of-the-art applications in the area of computer vision and speech recognition (among others) are built using deep learning algorithms. READ MORE

  4. 18. Implementation and Evaluation of Historical Consistent Neural Networks Using Parallel Computing

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska högskolan

    Author : Johan Bjarnle; Elias Holmström; [2015]
    Keywords : neural networks; finance; mathematics; hcnn; cuda; historical consistent neural networks; johan bjarnle; elias holmström;

    Abstract : Forecasting the stock market is well-known to be a very complex and difficult task, and even by many considered to be impossible. The new model, emph{Historical Consistent Neural Networks} (HCNN), has recently been successfully applied for prediction and risk estimation on the energy markets. HCNN is developed by Dr. READ MORE

  5. 19. Cloud Optimization for Hot Rolling

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Mikael Sunde; [2014]
    Keywords : optimization; cloud computing; hot rolling;

    Abstract : Cloud computation is an emerging technology where a user can make use of remote computational resources of a service provider instead of using local clusters. Amazon is currently in the process of developing and launching their cloud service Amazon Elastic Compute Cloud (EC2). READ MORE

  6. 20. Adapting a Radial Basis Functions Framework for Large-Scale Computing

    University essay from Institutionen för informationsteknologi

    Author : Afshin Zafari; [2012]
    Keywords : ;

    Abstract : This work is aimed at extending a parallel computing framework for radial basis functions methods for solving partial differential equations. Existing framework uses Task Based parallelization method in shared memory architectures to run tasks concurrently on multi-core machines using POSIX Threads. READ MORE