CONVERGENCE OF HPC AND AI: TWO DIRECTIONS OF CONNECTION PDF
Journal Title: Azerbaijan Journal of High Performance Computing - Year 2018, Vol 1, Issue 2
Abstract
This paper examines the role of HPC systems in the solution of the most AI problems, on the other hand, assesses the impact of the application of AI methods on the resolution of different tasks in distributed systems. The findings from the literature review illustrate how these two main fields of science and information technologies can be converged together for the achievement of the goals in designing and developing of the intelligent agents with the high level of intelligence, also for the solution of optimization problems in distributed systems with the increasing complexity.
Authors and Affiliations
Nigar Ismayilova, Elviz A Ismayilov
Keywords
Related Articles
- EP ID EP540697
- DOI 10.32010/26166127.2018.1.2.179.184
- Views 54
- Downloads 0
THE “CPU+GPU+MIC” HYBRID SUPERCOMPUTER π
The supercomputer π at Center for HPC (CHPC) of Shanghai Jiao Tong University (SJTU) was the fastest supercomputer among all the universities in China from 2013 to 2015. With a highly hybrid architecture, it is the first...
A SURVEY OF RESOURCE MANAGEMENT CHALLENGES IN MULTI-CLOUD ENVIRONMENT: TAXONOMY AND EMPIRICAL ANALYSIS
HOME ABOUT SUBMISSION SEARCH CURRENT ARCHIVES A SURVEY OF RESOURCE MANAGEMENT CHALLENGES IN MULTI-CLOUD ENVIRONMENT: TAXONOMY AND EMPIRICAL ANALYSIS Hits: 159 PDF Volume 1 (1), July 2018, Pages 51-65 Bandar Aldawsari1,...
CLOUD-BASED FLOWBSTER PORTAL TO DESIGN AND DEPLOY SCIENTIFIC WORKFLOWS
A workflow system called Flowbster has been designed to create efficient data pipelines in clouds. The entire Flowbster workflow is dynamically built by using virtual machines on a target cloud. The paper describes a rec...
CONVERGENCE OF HPC AND AI: TWO DIRECTIONS OF CONNECTION PDF
This paper examines the role of HPC systems in the solution of the most AI problems, on the other hand, assesses the impact of the application of AI methods on the resolution of different tasks in distributed systems. Th...
THE INFLUENCE OF EXASCALE ON RESOURCE DISCOVERY AND DEFINING AN INDICATOR
Resource discovery in distributed Exascale computing systems, in addition to managing events resulting in failures due to not finding the resource, as well as failure to perform resource discovery activities at the accep...