Rasterization Computing-Based Parallel Vector Polygon Overlay Analysis Algorithms Using OpenMP and MPI
نویسندگان
چکیده
منابع مشابه
Parallel computing using MPI and OpenMP on self-configured platform, UMZHPC.
Parallel computing is a topic of interest for a broad scientific community since it facilitates many time-consuming algorithms in different application domains.In this paper, we introduce a novel platform for parallel computing by using MPI and OpenMP programming languages based on set of networked PCs. UMZHPC is a free Linux-based parallel computing infrastructure that has been developed to cr...
متن کاملparallel computing using mpi and openmp on self-configured platform, umzhpc.
parallel computing is a topic of interest for a broad scientific community since it facilitates many time-consuming algorithms in different application domains.in this paper, we introduce a novel platform for parallel computing by using mpi and openmp programming languages based on set of networked pcs. umzhpc is a free linux-based parallel computing infrastructure that has been developed to cr...
متن کاملParallel Gaussian Elimination Using OpenMP and MPI
In this paper, we have presented a parallel algorithm for Gaussian Elimination. Elimination in both a shared memory environment, using OpenMP, and in a distributed memory environment, using MPI. Parallel LU and Gaussian algorithms for linear systems have been studied extensively and the point of this paper is to present the results of examining various load balancing schemes on both platforms. ...
متن کاملComparison and Analysis of Parallel Computing Performance Using OpenMP and MPI
The developments of multi-core technology have induced big challenges to software structures. To take full advantages of the performance enhancements offered by new multi-core hardware, software programming models have made a great shift from sequential programming to parallel programming. OpenMP (Open Multi-Processing) and MPI (Message Passing Interface), as the most common parallel programmin...
متن کاملHybrid MPI/OpenMP Parallel Linear Support Vector Machine Training
Support vector machines are a powerful machine learning technology, but the training process involves a dense quadratic optimization problem and is computationally challenging. A parallel implementation of linear Support Vector Machine training has been developed, using a combination of MPI and OpenMP. Using an interior point method for the optimization and a reformulation that avoids the dense...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2018
ISSN: 2169-3536
DOI: 10.1109/access.2018.2825452