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METHODS AND SYSTEMS THAT SAMPLE LOG/EVENT MESSAGES IN A DISTRIBUTED LOG-ANALYTICS SYSTEM

机译:在分布式日志分析系统中对日志/事件消息进行采样的方法和系统

摘要

The current document is directed to methods and systems that sample log/event messages for downstream processing by log/event-message systems incorporated within distributed computer facilities. The data-collection, data-storage, and data-querying functionalities of log/event-message systems provide a basis for distributed log-analytics systems which, in turn, provide a basis for automated and semi-automated system-administration-and-management systems. By sampling log/event-messages, rather than processing and storing every log/event-message generated within a distributed computer system, a log/event-message system significantly decreases data-storage-capacity, computational-bandwidth, and networking-bandwidth overheads involved in processing and retaining large numbers of log/event messages that do not provide sufficient useful information to justify these costs. Increase in efficiencies of log/event-message systems obtained by sampling translate directly into increases in bandwidths of distributed computer systems, in general, and to increases in time periods during which useful log/event messages can be stored.
机译:当前文档针对的是一些方法和系统,这些方法和系统对日志/事件消息进行采样,以供分布式计算机设施中的日志/事件消息系统进行下游处理。日志/事件消息系统的数据收集、数据存储和数据查询功能为分布式日志分析系统提供了基础,而分布式日志分析系统又为自动化和半自动化系统管理和管理系统提供了基础。日志/事件消息系统通过对日志/事件消息进行采样,而不是处理和存储分布式计算机系统中生成的每个日志/事件消息,从而显著降低数据存储容量、计算带宽、,以及处理和保留大量日志/事件消息所涉及的网络带宽开销,这些消息不能提供足够的有用信息来证明这些成本的合理性。通过采样获得的日志/事件消息系统效率的提高通常直接转化为分布式计算机系统带宽的增加,以及有用日志/事件消息可以存储的时间段的增加。

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