Anomaly detection sure is a hot topic. We’ve written about it
ourselves a number of times, and Preetam Jinka and I just
coauthored a book for O’Reilly called Anomaly Detection For
Monitoring. One of the challenges, as we’ve discussed so
often, is that catch-all, generic anomaly detection is hard to
do.
In special cases, however, there’s often a niche use case that
can be done well and is highly beneficial. Query behavior changes
are an example of that, and I’m happy to announce that
VividCortex now has advanced statistical algorithms running to
detect important changes to your most important queries
continually.
What does query anomaly detection mean? Good question! In
general, a lot of anomaly detection techniques try to compare
current behavior to past behavior and determine if we’re within
ranges of expected behavior.
You’re probably familiar with various ways to do this, such as
…
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