面向自修复云基础设施的多代理系统架构

Meriem Azaiez, Walid Chainbi
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引用次数: 5

摘要

在过去几年中,云计算的普及程度大大提高。云用户的增加及其与云基础设施的交互增加了资源故障的风险。这样的问题可能会导致云环境的坏名声,从而减慢该技术的发展。为了解决这个问题,应该考虑云的动态和复杂的体系结构。事实上,这种架构要求资源保护和修复必须是透明的,没有外部干预。与以前的工作不同,我们建议在云中集成自主计算的基本方面,以处理云资源的自我修复。从自主计算系统和多智能体系统之间的高度匹配出发,我们建议利用智能体技术的自主行为来创建一个支持自主方面的智能云。我们提出的解决方案是一个多代理系统,它与云基础设施交互来分析资源状态,并执行检查点/复制策略或迁移技术来解决资源失败的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Multi-agent System Architecture for Self-Healing Cloud Infrastructure
The popularity of Cloud computing has considerably increased during the last years. The increase of Cloud users and their interactions with the Cloud infrastructure raise the risk of resources faults. Such a problem can lead to a bad reputation of the Cloud environment which slows down the evolution of this technology. To address this issue, the dynamic and the complex architecture of the Cloud should be taken into account. Indeed, this architecture requires that resources protection and healing must be transparent and without external intervention. Unlike previous work, we suggest integrating the fundamental aspects of autonomic computing in the Cloud to deal with the self-healing of Cloud resources. Starting from the high degree of match between autonomic computing systems and multiagent systems, we propose to take advantage from the autonomous behaviour of agent technology to create an intelligent Cloud that supports autonomic aspects. Our proposed solution is a multi-agent system which interacts with the Cloud infrastructure to analyze the resources state and execute Checkpoint/Replication strategy or migration technique to solve the problem of failed resources.
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