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The maximum number of events an individual worker thread will collect from inputs Check the performance of input sources and output destinations: Monitor disk I/O to check for disk saturation. Thats huge considering that you have only 7 GB of RAM given to Logstash. Logstash is caching field names and if your events have a lot of unique field names, it will cause out of memory errors like in my attached graphs. [2018-04-02T16:14:47,537][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) Obviously these 10 million events have to be kept in memory. [2018-04-02T16:14:47,537][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) What is Wario dropping at the end of Super Mario Land 2 and why? Basically, it executes a .sh script containing a curl request. Note that the ${VAR_NAME:default_value} notation is supported, setting a default batch delay at io.netty.util.internal.PlatformDependent.incrementMemoryCounter(PlatformDependent.java:640) ~[netty-all-4.1.18.Final.jar:4.1.18.Final] For example, to use This value will be moved to _tags and a _tagsparsefailure tag is added to indicate the illegal operation. [2018-04-02T16:14:47,536][INFO ][org.logstash.beats.BeatsHandler] [local: 10.16.11.222:5044, remote: 10.16.11.67:42102] Handling exception: failed to allocate 83886080 byte(s) of direct memory (used: 4201761716, max: 4277534720) What should I do to identify the source of the problem? You can also see that there is ample headroom between the allocated heap size, and the maximum allowed, giving the JVM GC a lot of room to work with. You can set options in the Logstash settings file, logstash.yml, to control Logstash execution. When set to true, forces Logstash to exit during shutdown even if there are still inflight events each config block with the source file it came from. What should I do to identify the source of the problem? Setting to true to allow or false to block running Logstash as a superuser. A string that contains the pipeline configuration to use for the main pipeline. setting with log.level: debug, Logstash will log the combined config file, annotating The Monitor pane in particular is useful for checking whether your heap allocation is sufficient for the current workload. Logstash pipeline configuration can be set either for a single pipeline or have multiple pipelines in a file named logstash.yml that is located at /etc/logstash but default or in the folder where you have installed logstash. I have an heap dump but it is to big to upload. java.lang.OutOfMemoryError: Java heap space With 1 logstash.conf file it worked fine, don't know how much resources are needed for the 2nd pipeline. To set the number of workers, we can use the property in logstash.yml: pipeline.workers: 12. .