Blog
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Real Time Anomaly Detection in Open Distro for Elasticsearch
Today, we released Anomaly Detection (preview) on Open Distro for Elasticsearch. We are excited to continue our work on anomaly detection as a part of Open Distro for Elasticsearch in the coming months, and invite developers in the larger search community to join in and co-develop some parts. The feature includes a nice mix of machine learning algorithms, statistics methods,...
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Random Cut Forests
We plan to publish a series of blogs discussing the science and math behind Random Cut Forests (RCF). In this first post we begin with a brief overview of Random Forests as a class of Machine Learning model. Next, we introduce RCFs and highlight their relevance to streaming data. Finally, we close with a look to the future, giving ideas...
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Open Distro for Elasticsearch 1.2.1 Released
Open Distro for Elasticsearch version 1.2.1 is available for download.
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Introducing Root Cause Analysis with Open Distro for Elasticsearch
If you’re interested in the operational behavior of your Elasticsearch cluster, then root cause analysis can help you identify fundamental issues that affect availability and performance of the cluster. Root cause analysis (RCA) is a problem solving technique used to examine symptoms of problems you’re interested in solving and to work backwards from those symptoms to the causes of the...
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Open Distro for Elasticsearch 1.2.0 Released
Open Distro for Elasticsearch 1.2.0 is now available with new Linux tarball packages.
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