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Performance Impact of Anomaly Detection?

Solved1.10K views31st August 2021AI Anomaly Detection
3
Jamie Stutz [SLC] [DevOps Member]1.18K 17th August 2021 0 Comments

If we’re planning to deploy Anomaly Detection as part of our alarming strategy, are there any performance considerations we need to make? Meaning, will there be any appreciable impact on the server when activating Anomaly Detection such that we should plan to increase server capabilities to compensate?

Thanks!

Jamie Stutz [SLC] [DevOps Member] Selected answer as best 31st August 2021

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Ben Vandenberghe [SLC] [DevOps Enabler]9.21K Posted 31st August 2021 1 Comment

Hi Jamie,

Clearly there will be some impact, in the sense that some additional compute will take place.  And I believe we do not have benchmarks to estimate how much extra resources can be expected (i.e. extra CPU, memory utilization), and that would be not that easy, because that again would depend on various variables that could be fairly unique for each installation.  Maybe somebody from the AI team may have some unofficial benchmarks / indicators.

But then again, the way this should be looked at is that this is perfectly acceptable on the condition that the platform is running on compute that meets our official specifications.  All the functionality is tested and validated against those specifications, and on the condition of fair overall use of the platform of course.

Ben

Jamie Stutz [SLC] [DevOps Member] Posted new comment 31st August 2021
Jamie Stutz [SLC] [DevOps Member] commented 31st August 2021

Thanks Ben… that makes perfect sense. I will communicate that to the client!

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