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Towards achieving intelligent event correlation for end-to-end internet performance monitoring

机译:致力于实现智能事件关联,以进行端到端的互联网性能监控

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The Internet has become a necessity to many organizations and also to the general public, similar to utilities such as electricity and water supply. Disruption or interruption to Internet availability would means reduced productivity and can be of negative consequence to many organizations. Therefore, it is critical that there is a mechanism to monitor Internet performance periodically in order to detect performance issues, and more importantly a mechanism to correlate the changes in the performance metrics with the event that causes the changes. Currently, there is no existing event correlation mechanism that is able to provide automated correlation between the changes in the end-to-end Internet performance with the occurrence of certain events or activities within an organization. Our goal is to develop an event correlation mechanism for end-to-end Internet performance monitoring which is automated and intelligent. In this paper, we describe in details the PingER monitoring framework, the challenges in interpreting the data collected from the framework, and finally discuss the requirements to develop an intelligent correlation engine for events correlation.
机译:互联网已成为许多组织和公众的必需品,类似于电力和供水等公用事业。 Internet可用性的中断或中断将意味着生产力下降,并对许多组织造成负面影响。因此,至关重要的是要有一种机制来定期监视Internet性能以检测性能问题,更重要的是要有一种机制将性能指标的变化与引起变化的事件相关联。当前,尚不存在能够在端到端Internet性能的变化与组织中某些事件或活动的发生之间提供自动关联的事件关联机制。我们的目标是为自动和智能的端到端Internet性能监控开发事件关联机制。在本文中,我们详细描述了PingER监视框架,解释从该框架收集的数据时面临的挑战,最后讨论了开发用于事件关联的智能关联引擎的要求。

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