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elastic · Jan 3, 2025 · 347b2e3 · 347b2e3
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diff --git a/docs/static/deploying.asciidoc b/docs/static/deploying.asciidoc
@@ -179,10 +179,7 @@ with the <<plugins-codecs-netflow,Netflow codec>>.
 * Nmap - Logstash accepts and parses Nmap XML data with the
 <<plugins-codecs-nmap,Nmap codec>>.
 * SNMP trap - Logstash has a native <<plugins-inputs-snmptrap,SNMP trap input>>.
-* CEF - Logstash accepts and parses CEF data from systems like Arcsight
-SmartConnectors with the <<plugins-codecs-cef,CEF codec>>. See this
-https://www.elastic.co/blog/integrating-elastic-stack-with-arcsight-siem-part-1[blog series]
-for more details.
+* CEF - Logstash accepts and parses CEF data from systems like Arcsight SmartConnectors with the <<plugins-codecs-cef,CEF codec>>.
 
 [float]
 ==== Centralized Syslog Servers

diff --git a/docs/static/redirects.asciidoc b/docs/static/redirects.asciidoc
@@ -40,7 +40,7 @@ of Kibana dashboards to get you exploring your data immediately.
 [role="exclude",id="azure-module"]
 ==== Azure module (deprecated)
 
-deprecated[7.8.0, "We recommend using the Azure modules in {filebeat-ref}/filebeat-module-azure.html[{Filebeat}] and {metricbeat-ref}/metricbeat-module-azure.html[{metricbeat}], which are compliant with the {ecs-ref}/index.html[Elastic Common Schema (ECS)]"]
+deprecated[7.8.0, "Replaced by the https://www.elastic.co/guide/en/integrations/current/azure-eventhub.html[Azure Event Hub integration]."]
 
 The https://azure.microsoft.com/en-us/overview/what-is-azure/[Microsoft Azure]
 module in Logstash helps you easily integrate your Azure activity logs and SQL