THE RATIONAL USE OF COMPUTING POWER IN MODERN TRENDS IN THE DEVELOPMENT OF ELECTRONICS
Journal Title: Scientific Journal of Astana IT University - Year 2020, Vol 4, Issue 4
Abstract
This article considers methods and ways of automating software optimization using additional programs and analyzing their algorithms and the principle of operation. Since against the background of the rapid growth of computing power, the question arises about these resources’ rational use. With the development of technologies, software development is faced with the problem of degradation of the quality of created applications and the lack of search for new optimization methods. Initially, software development faced an insurmountable wall in the form of a brutal resource limit, which encouraged developers to look for new strategies and tricks to implement the conceived project. Currently, due to breakneck pace of development of computing power, developers have lost this wall as an incentive in search of new methods of implementation and optimization. The developers faced a new problem - the rational use of computing power. For many next-generation applications, I/O constraints limit the performance level that can be achieved. A large and important class of resource-intensive applications is irregular, contains complex data-dependent execution behavior, and dynamic, with resource requirements that change over time. Because the interactions between the application and system software vary between applications and at runtime, analysts are looking to optimize performance need runtime libraries and analysis tools to uncover application I/O behavior. A Developer can use both manual optimization methods and optimizing additional software or optimizing compilers. Optimizing other software and compilers will help reduce the time spent on the optimization stage.
Authors and Affiliations
I. Lazarev, I. Tomilova
THE EMOTIONAL INFECTION OF THE VIRTUAL INNOVATION PROJECT TEAM
Emotional infection is considered as a social and psychological mechanism of transferring the mental mood of the manager to the virtual project team and stakeholders of the projects. Emotional impact in the face of dir...
A BIBLIOMETRIC STUDY ON BLOCKCHAIN CONCEPT: A THEME ANALYSIS AND FUTURE DIRECTIONS FOR COMPUTER SCIENCE TRAINING
This paper aims to study the blockchain concept domain in the computer science field due to bibliometric study. Authors employed bibliometric and network analysis techniques to analyze existing literature. In total, 719...
INFORMATION TECHNOLOGIES AND THE FUTURE OF EDUCATION IN THE REPUBLIC OF KAZAKHSTAN
The aim of the article is a comprehensive approach to addressing the digitalization of education in the Republic of Kazakhstan based on identifying problems in this area, forming priority tasks and possible ways to sol...
THE CONCEPT OF THE SMART CITY OF ASTANA: ENERGY-EFFICIENT TECHNOLOGIES AND SOLUTIONS FOR SUSTAINABLE DEVELOPMENT
Digitalization of the economy is one of the priority tasks set in the development strategies of Kazakhstan. Currently, there is a rapid change in information and communication technologies (ICT). Emerging changes affec...
DEEP RECURRENT NEURAL NETWORKS IN ENERGY DEMAND FORECASTING: A CASE STUDY OF KAZAKHSTAN'S ELECTRICAL CONSUMPTION
The critical transformation of the energy sector demands innovative approaches to ensure the reliability and efficiency of energy systems. In this pursuit, this study delved into the potential of Deep Recurrent Neural Ne...