CONTROLLING OPTIMIZATION SOFTWARE PACKAGES WITH THE APPLICATION OF PARALLEL COMPUTING
Journal Title: Azerbaijan Journal of High Performance Computing - Year 2018, Vol 1, Issue 1
Abstract
The paper is devoted to the analysis of techniques and algorithms of controlling computational process of solution to complex optimization problems with the use of multiprocessor and/or multicore computer systems. We have developed automatic and dialog systems of control of an optimization process. The paper contains the protocols and results of computer-based experiments for the class of unconstrained optimization problems on the basis of the developed software package.
Authors and Affiliations
Samir Guliyev
LOAD BALANCING IN DISTRIBUTED EXASCALE COMPUTING BASED ON PROCESS REQUIREMENTS
In distributed Exascale systems, the occurrence of a dynamic and interactive nature changes the workload of the system’s computing elements. Because of this, the load balancer needs to collect information on the system s...
MULTI-START JAYA ALGORITHM FOR SOFTWARE MODULE CLUSTERING PROBLEM
Jaya algorithm has gained considerable attention lately due to its simplicity and requiring no control parameters (i.e. parameter free). Despite its potential, Jaya algorithm is inherently designed for single objective p...
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...
SCALABLE COMPLEX EVENT PROCESSING USING RULE DISTRIBUTION
Complex event processing (CEP) systems are currently widely used in large-scale enterprises for the processing of high and dynamically changing rates of input events using large number of complex rules. Given the hardwar...
DATA MIGRATION FOR LARGE SCIENTIFIC DATASETS IN CLOUDS
Transferring large data files between various storages including cloud storages is an important task both for academic and commercial users. This should be done in an efficient and secure way. The paper describes Data Av...