Self-Healing Cloud Computing

S. Petrenko
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引用次数: 1

Abstract

Purpose of the article: development of tools for building a cyber-stable private cloud. The relevance of building a cyber-resilient private cloud is confirmed by the dynamics of growth in the market volume of relevant solutions. According to PRnewswire, the market for private cloud solutions will reach 183 billion USD by 2025. At the same time, the average annual growth rate of the CAGR will be 29.4% during the forecast period. According to the analytical company Grand view research, the global market for private cloud solutions in 2018 was estimated at 30.24 billion US dollars, and it is expected that in the period from 2019 to 2025, the CAGR will be 29.6%. Research methods: It uses a set of open-source solutions that applies the advanced cloud technologies, including distributed data processing models and methods, container orchestration technologies, softwaredefined data storage architecture, and a universal database. Results: Developed tools for building a cyber-stable private cloud. Considered a possible approach to building a cyber-resilient private cloud based on the well-known and proprietary models and methods of the artificial immune systems (AIS), as well as technologies for distributed data processing, container orchestration, and others. In addition, the unique centralized fault-tolerant logging and monitoring subsystem has been developed for the described platform, as well as an innovative cybersecurity subsystem based on the following original technologies.
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本文的目的:开发用于构建网络稳定私有云的工具。相关解决方案市场容量的动态增长证实了构建具有网络弹性的私有云的重要性。据美通社报道,到2025年,私有云解决方案的市场规模将达到1830亿美元。同时,在预测期内,复合年增长率的年均增长率将为29.4%。根据分析公司Grand view的研究,2018年全球私有云解决方案市场估计为302.4亿美元,预计2019年至2025年期间,复合年增长率将达到29.6%。研究方法:采用一套开源解决方案,采用先进的云技术,包括分布式数据处理模型和方法、容器编排技术、软件定义数据存储架构和通用数据库。结果:开发了构建网络稳定私有云的工具。考虑了基于人工免疫系统(AIS)的知名和专有模型和方法,以及分布式数据处理、容器编排等技术,构建具有网络弹性的私有云的可能方法。此外,针对所描述的平台开发了独特的集中式容错日志与监控子系统,以及基于以下原始技术的创新网络安全子系统。
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