信息系统计算资源建模与分析

Arai Tolegenova, Assemgul Zhantlessova, B. Khamzina
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引用次数: 0

摘要

本文致力于基于云计算概念,利用现代通信和通信手段开发高效的硬件和软件系统的理论论证和研究。本文设计并介绍了使用多媒体应用程序访问IS资源的用户模型,这些模型使我们能够调查和优化负载管理,以提高“云”系统的性能,这涉及到在计算资源的物理限制方面放置多媒体应用程序及其组件。该模型描述了排队系统中具有串行到并行阶段的高集成电路用户请求的非均匀流。该模型考虑了系统“云”组件的特征,并评估了其主要特征:下载渠道、应用程序响应时间、服务效率和组件的可靠性。开发的分配和负载平衡算法与已知的类似算法不同,因为它们考虑了所使用的资源数量,访问不同级别web应用程序的顺序,并预测基于ip的事件驱动方法的行为。研究结果可用于解决各种重媒体业务中的实际问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and analysis of computational resources of information system
This article is devoted to theoretical substantiation and development of efficient hardware and software system based on the concept of cloud computing with the use of modern means of telecommunication and communication. Models of user access to IS resources with multimedia applications are designed and presented in the article, they enable us to investigate and optimize load management, to improve the performance of the “cloud” system that is involved when placing multimedia applications and its components in terms of physical limitations of computing resources. The developed model describes the non-uniform flow of user requests in high-ICs with a serial-to-parallel phases in the queuing system. The model takes into account the features of the components of the “cloud” of the system and to evaluate its main features: download channels, application response time, efficiency of services and the reliability of its components. The developed algorithms for allocation and load balancing, different from the known analogs in that they take into account the amount of resources used, the order of access to different levels of web-applications, and predict behavior of IP-based event-driven approach. The results can be used to solve practical problems in various heavy-media services.
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