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
CHALLENGES OF RESOURCE DISCOVERY TO SUPPORT DISTRIBUTED EXASCALE COMPUTING ENVIRONMENT
The resource discovery management unit (RD) in distributed Exascale systems needs to be able to manage the occurrence of dynamic and interactive events in the requesting process when running activities related to RD. The...
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,...
ENHANCING QOS USING A NOVEL TASK SCHEDULING APPROACH IN CLOUD COMPUTING
Customers’ satisfaction at the ensured organizations has a strong reliance on the specific execution of appropriated registering from the perspectives of benefit bit and undertaking booking. Disregarding the way that thi...
ISE: AN INTELLIGENT AND EFFICIENT STEGANALYSIS ENGINE FOR IMAGE DATABASE IN BIG DATA SYSTEMS
The aim of this work is to design a faster and artificially intelligent steganalysis engine, which is able to secure the image databases from any infected image in big data environment. The proposed Intelligent Steganaly...
EXAMIG MATRIX: PROCESS MIGRATION BASED ON MATRIX DEFINITION OF SELECTING DESTINATION IN DISTRIBUTED EXASCALE ENVIRONMENTS
In traditional computing system, load balancer, interim selecting the process, determine the destination computing node based on describing Indicators process status. In distributed Exascale computing system, due to the...