Metrics.NET 项目

Metrics.NET（https://github.com/etishor/Metrics.NET）是一个给CLR 提供度量工具的包，它是移植自Java的metrics，在c#代码中嵌入Metrics代码，可以方便的对业务代码的各个指标进行监控, 提供5种度量的类型：Gauges, Counters, Histograms, Meters,Timers：

• Gauges are instantaneous readings of values (e.g., a queue depth).
• Counters are 64-bit integers which can be incremented or decremented.
• Meters are increment-only counters which keep track of the rate of events. They provide mean rates, plus exponentially-weighted moving averages which use the same formula that the UNIX 1-, 5-, and 15-minute load averages use.
• Histograms capture distribution measurements about a metric: the count, maximum, minimum, mean, standard deviation, median, 75th percentile, 95th percentile, 98th percentile, 99th percentile, and 99.9th percentile of the recorded values. (They do so using a method called reservoir sampling which allows them to efficiently keep a small, statistically representative sample of all the measurements.)
• Timers record the duration as well as the rate of events. In addition to the rate information that meters provide, timers also provide the same metrics as histograms about the recorded durations. (The samples that timers keep in order to calculate percentiles and such are biased towards more recent data, since you probably care more about how your application is doing now as opposed to how it's done historically.)

HBase Metrics机制分析与架构总结

JAVA Metrics度量工具 - Metrics Core 翻译

Metrics-Java版的指标度量工具之一

Metrics-Java版的指标度量工具之二