Reader small image

You're reading from  Apache Flume: Distributed Log Collection for Hadoop

Product typeBook
Published inFeb 2015
Reading LevelIntermediate
Publisher
ISBN-139781784392178
Edition1st Edition
Languages
Right arrow
Author (1)
Steven Hoffman
Steven Hoffman
author image
Steven Hoffman

Steve Hoffman has 32 years of experience in software development, ranging from embedded software development to the design and implementation of large-scale, service-oriented, object-oriented systems. For the last 5 years, he has focused on infrastructure as code, including automated Hadoop and HBase implementations and data ingestion using Apache Flume. Steve holds a BS in computer engineering from the University of Illinois at Urbana-Champaign and an MS in computer science from DePaul University. He is currently a senior principal engineer at Orbitz Worldwide (http://orbitz.com/). More information on Steve can be found at http://bit.ly/bacoboy and on Twitter at @bacoboy. This is the first update to Steve's first book, Apache Flume: Distributed Log Collection for Hadoop, Packt Publishing.
Read more about Steven Hoffman

Right arrow

Monitoring performance metrics


Now that we have covered some options for process monitoring, how do you know whether your application is actually doing the work you think it is? On many occasions, I've seen a stuck syslog-ng process that appears to be running, but it just wasn't sending any data. I'm not picking on syslog-ng specifically; all software does this when conditions that are not designed for occur.

When talking about Flume data flows, you need to monitor the following:

  • Data entering sources is within expected rates

  • Data isn't overflowing your channels

  • Data is exiting sinks at expected rates

Flume has a pluggable monitoring framework, but as mentioned at the beginning of the chapter, it is still very much a work in progress. This does not mean you shouldn't use it, as that would be foolish. It means you'll want to prepare extra testing and integration time anytime you upgrade.

Note

While not covered in the Flume documentation, it is common to enable JMX in your Flume JVM (http://bit.ly...

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Apache Flume: Distributed Log Collection for Hadoop
Published in: Feb 2015Publisher: ISBN-13: 9781784392178

Author (1)

author image
Steven Hoffman

Steve Hoffman has 32 years of experience in software development, ranging from embedded software development to the design and implementation of large-scale, service-oriented, object-oriented systems. For the last 5 years, he has focused on infrastructure as code, including automated Hadoop and HBase implementations and data ingestion using Apache Flume. Steve holds a BS in computer engineering from the University of Illinois at Urbana-Champaign and an MS in computer science from DePaul University. He is currently a senior principal engineer at Orbitz Worldwide (http://orbitz.com/). More information on Steve can be found at http://bit.ly/bacoboy and on Twitter at @bacoboy. This is the first update to Steve's first book, Apache Flume: Distributed Log Collection for Hadoop, Packt Publishing.
Read more about Steven Hoffman