Development of an Anomaly Detection Algorithm in Distributed Systems based on Runtime and System Status

R. Asgarnezhad, Ali Naseer Kadhim alwali, Mhmood Hamid sahar alsaedi, Samer Alwan zaboon albwhusseinsarr
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Abstract

Computational grades have emerged as a new approach to solving large-scale problems in the fields of science, engineering, and commerce. The computing grid is a hardware and software infrastructure that provides affordable, reliable, comprehensive, and affordable access to the computational abilities of others. A computational grid is associated with a set of resources on a large scale. Computational grades have emerged as a new approach to solving large-scale problems in the fields of science, engineering, and commerce. The computing grid is a hardware and software infrastructure that provides affordable, reliable, comprehensive, and affordable access to the computational abilities of others. A computational grid is associated with a set of resources on a large scale. The purpose of this thesis is to provide a method that optimizes resource management and scheduling in at least one direction. The main focus of the research is on the time criterion, the deadline for doing things and receiving the response from the grid are parameters that can be examined. From a more general perspective, the aim of the research is to get the answer as quickly as possible from the calculation grid. The proposed algorithm improves the scheduling and resource management of the grid in the direction of improvement, and the structure and form of this problem have not yet been resolved. The proposed solution has been considered hypothesis and removed some of the definitions of grid scheduling, such as cost, quality of service, architectures, and others, but ultimately heed it and timed the grid in some ways.
基于运行时和系统状态的分布式系统异常检测算法研究
计算等级已经成为解决科学、工程和商业领域大规模问题的一种新方法。计算网格是一种硬件和软件基础设施,它为其他人的计算能力提供负担得起、可靠、全面和负担得起的访问。计算网格与一组大规模的资源相关联。计算等级已经成为解决科学、工程和商业领域大规模问题的一种新方法。计算网格是一种硬件和软件基础设施,它为其他人的计算能力提供负担得起、可靠、全面和负担得起的访问。计算网格与一组大规模的资源相关联。本文的目的是提供一种至少在一个方向上优化资源管理和调度的方法。研究的主要重点是时间标准,完成任务的截止日期和从网格接收响应是可以检查的参数。从更一般的角度来看,研究的目的是尽可能快地从计算网格中得到答案。提出的算法在改进的方向上改进了网格的调度和资源管理,这一问题的结构和形式尚未得到解决。所提出的解决方案被认为是假设,并删除了网格调度的一些定义,如成本、服务质量、体系结构等,但最终还是遵循了它,并以某种方式对网格进行了定时。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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