November 1, 2019

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The common anomaly detection platform at Microsoft

The common anomaly detection platform at Microsoft

Tony Xing offers an overview of Microsoft's common anomaly detection platform, an API service built internally to provide product teams the flexibility to plug in any anomaly detection algorithms to fit their own signal types.

Talk Title The common anomaly detection platform at Microsoft
Speakers Tony Xing (Microsoft)
Conference Strata + Hadoop World
Conf Tag Big Data Expo
Location San Jose, California
Date March 14-16, 2017
URL Talk Page
Slides Talk Slides
Video

Microsoft’s Application and Service group had two systems doing time series anomaly detection for various data scenarios, which were serving teams across Bing Search, Ads, Office 365, and Skype. During the operation of those two systems, the team identified several customer pain points: Tony Xing offers an overview of Microsoft’s common anomaly detection platform, an API service built internally to provide product teams the flexibility to plug in any anomaly detection algorithms to fit their own signal types. This platform:

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