grained connectionist parallel models, rather than on either various multiprocessor architectures, or networked distributed systems,which are the two main architecture paradigms in building parallel computers of the late 20th and early 21st centuries.The comparisons and contrasts herein are focu...
In partic- ular, effective use of GPUs requires substantial fine-grained parallelism at all stages of the computation. In contrast, the parallelism exposed by existing methods for distributed-memory clusters of traditional cores is comparably coarse-grained and cannot be scaled down to arbitrarily ...
Exploiting Fine- and Coarse-Grained Parallelism Using a Directive Based ApproachModern high-performance machines are challenging to program because of the availability of a wide array of compute resources that often requires low-level, specialized knowledge to exploit. OpenMP is an effective directive-...
Exploiting Fine- and Coarse-Grained Parallelism Using a Directive Based ApproachModern high-performance machines are challenging to program because of the availability of a wide array of compute resources that often requires low-level, specialized knowledge to exploit. OpenMP is an effective directive-...