基于多智能体技术的主动自愈系统

Jeongmin Park, Giljong Yoo, Eunseok Lee
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引用次数: 21

摘要

当今的大多数分布式计算环境对于人工管理员来说都是极其复杂和耗时的。因此,对在当今无处不在的计算环境中运行的系统中出现的问题或错误进行自我修复和自我诊断的需求越来越大。本文提出了一种主动自我修复系统,它使用自我意识作为上下文信息来监测、诊断和治疗自身的内部问题。该系统由多代理组成,多代理分析日志上下文、错误事件和资源状态,以实现自修复和自诊断。为了最小化监视现有系统中的日志的适配器所使用的资源,我们在内存中放置了一个进程。通过这种方式,我们的意思是单个监视代理监视由不同系统组件生成的日志的上下文。为了快速有效的自我修复,我们使用了一个6步的过程。通过样机系统的实际实验,验证了该系统的有效性。
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Proactive self-healing system based on multi-agent technologies
Most distributed computing environments today are extremely complex and time-consuming for human administrators to manage. Thus, there is increasing demand for the self-healing and self-diagnosing of problems or errors arising in systems operating within today's ubiquitous computing environment. This paper proposes a proactive self-healing system that monitors, diagnoses and heals its own internal problems using self-awareness as contextual information. The proposed system consists of Multi-Agents that analyze the log context, error events and resource status in order to perform self-healing and self-diagnosis. To minimize the resources used by the Adapters, which monitor the logs in an existing system, we place a single process in memory. By this, we mean a single Monitoring Agent monitors the context of the logs generated by the different system components. For rapid and efficient self-healing, we use a 6-step process. The effectiveness of the proposed system is confirmed through practical experiments conducted with a prototype system.
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