Build resilient systems at scale
October 12–14, 2015 • New York, NY

The definition of normal - an intro and guide to anomaly detection

Alois Reitbauer (Dynatrace)
11:20am–12:00pm Tuesday, 10/13/2015
Location: Murray Hill East
Average rating: ***..
(3.80, 5 ratings)

The session looks into how anomaly detection works by discussing these key concepts:

  • What is normal behaviour?
  • How are expectations about future behaviour derived from data?
  • How do anomaly detection algorithms work including trending and seasonality?
  • How do these algorithms know whether something is an anomaly?
  • Which algorithms can be used for which type of data?

The talk will work with simple-to-understand, hands-on examples. I will cover basic concepts like distribution models, exponential smoothing, hypothesis testing etc. I will also provide clear guidance on which types of algorithms to use for failure rate analysis, response times, load, and other key operational metrics.

This session is sponsored by ruxit

Photo of Alois Reitbauer

Alois Reitbauer

Dynatrace

Alois Reitbauer is chief evangelist at Dynatrace. Alois is fanatic about monitoring, DevOps, and application performance and has spent most of his professional career building monitoring tools and speeding up applications. He is a regular conference speaker, blogger, book author, and sushi maniac.

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