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What are good ways of describe observed tick data latency with a view to flagging when something is systematically wrong?

For example, we would want to discount outlier ticks so that we do not alert on one tick in a thousand that has high latency, but do want to capture sustained increased beyond acceptable thresholds.

Would an expoential moving average over N ticks or a period T be appropriate?

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Your second paragraph doesn't make sense to me. What does it mean "we do not alert on one tick in a thousand that has high latency". What is this so-called "alerting"? I also don't understand "sustained increased beyond acceptable thresholds". What exactly is increasing and what threshold are we talking about? –  user2763361 Feb 3 at 16:09

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