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46:55
AI, ML & Data Engineering Follow 953 Followers

Understanding Software System Behavior with ML and Time Series Data

Posted by David Andrzejewski  on  Jun 13, 2018 Posted by David Andrzejewski Follow 2 Followers  on  Jun 13, 2018

David Andrzejewski discusses how time series datasets can be combined with ML techniques in order to aid in the understanding of system behaviors in order to improve performance and uptime.

49:42
Architecture & Design Follow 2279 Followers

Adaptive Availability for Quality of Service

Posted by Theo Schlossnagle  on  Aug 14, 2016 Posted by Theo Schlossnagle Follow 1 Followers  on  Aug 14, 2016

Theo Schlossnagle talks about lessons learned in building an always-on distributed time-series database with aggressive quality of service guarantees, and techniques for dealing with bad machines.

32:32
AI, ML & Data Engineering Follow 953 Followers

Detecting Anomalies in Streaming Data, Evaluating Algorithms for Real-World Use

Posted by Alexander Lavin  on  Jun 01, 2016 Posted by Alexander Lavin Follow 0 Followers  on  Jun 01, 2016

Alexander Lavin introduces the Numenta Anomaly Benchmark (NAB), a framework for evaluating anomaly detection algorithms on streaming data.

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