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@@ -2107,7 +2107,7 @@
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<h2 id="_1"></h2>
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<h1 id="observability">Observability</h1>
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<p>Engineers often use observability when referring to building reliable
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systems. <em>Observability</em> is a term derived from control theory, It is a
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systems. <em>Observability</em> is a term derived from control theory, it is a
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measure of how well internal states of a system can be inferred from
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knowledge of its external outputs. Service infrastructures used on a
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daily basis are becoming more and more complex; proactive monitoring
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@@ -2177,7 +2177,7 @@ value and take further action.</p>
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Logstash, Kibana), which provides centralized log processing. Beats is a
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collection of lightweight data shippers that can ship logs, audit data,
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network data, and so on over the network. In this use case specifically,
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we are using filebeat as a log shipper. Filebeat watches service log
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we are using Filebeat as a log shipper. Filebeat watches service log
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files and ships the log data to Logstash. Logstash parses these logs and
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transforms the data, preparing it to store on Elasticsearch. Transformed
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log data is stored on Elasticsearch and indexed for fast retrieval.
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