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Organization and Protection on the Basis of a Multi-agent System of Distributed Computing in a Computer Network to Reduce the Time for Solving Large-Scale Tasks

  • Sergey Khovanskov
  • Konstantin Rumyantsev
  • Vera Khovanskova
Conference paper
Part of the Communications in Computer and Information Science book series (CCIS, volume 958)

Abstract

Special compilers are often used to solve multivariate tasks with time constraints. However, in this case, the cost of solving the problem is significantly increased and the time required to organize access to such a computing environment is required. At present, the use of distributed computing organized in a computer network is one of the most accessible and widespread technologies for reducing the time for solving large-scale tasks. Many different approaches for organization of distributed computing in a computer network are grid technology, metacomputing (BOINC, PVM and others). The purpose of most of the existing approaches for creating centralized systems of distributed computing is their main disadvantage.

We propose to organize solutions to such a problem as multivariate modeling by creating distributed computing in a computer network based on a decentralized multi-agent system. A typical computer network is selected as a computing environment. A self-organizing distributed computing system based on a decentralized multi-agent system is proposed as a computer system. A system is a set of agents performing the same algorithm. We propose an agent algorithm for a decentralized multi-agent system. Agents working on this algorithm create a self-organizing distributed computing system and protect the results of calculations from such a thunderstorm as “denial of service”.

Keywords

Distributed computing Information protection Computational process 

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Copyright information

© Springer Nature Singapore Pte Ltd. 2019

Authors and Affiliations

  • Sergey Khovanskov
    • 1
  • Konstantin Rumyantsev
    • 1
  • Vera Khovanskova
    • 1
  1. 1.Southern Federal UniversityRostov-on-DonRussia

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