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Monitoring Apache Spark applications running on Amazon EMR

We recently implemented a Spark streaming application, which consumes data from from multiple Kafka topics. The data consumed from Kafka comprises different types of telemetry events generated by mobile devices. We decided to host the Spark cluster using the Amazon EMR service, which manages a fleet of EC2 instances to run our data-processing pipelines.

Monthly Snap October: Icinga Camps and Meetups

We’re in OSMC mode in October which typically means that expectations are high, time is limited and everyone is busy preparing talks, demos, implementing new features … but also fixing things. Icinga 2.10 brings support for namespaces, improved TLS connection performance and much more. Community members tackled some bugs already, 2.10.1 is released and 2.10.2 is waiting for test feedback from the snapshot packages.

A Java troubleshooting guide: network, memory leaks and threads

While the term ‘Java troubleshooting’ can apply to many, many scenarios, this post focuses on three particular long-standing Java production scenarios: a denial of service to a Java service endpoint, a memory leak, and troubleshooting a thread deadlock or race condition. Follow along as we use Java inside Docker containers to facilitate quick testing and show you how to use open source sysdig to quickly diagnose each troubleshooting scenario.

AWS Elastic Beanstalk: Health and Metric Monitoring

Amazon Elastic Beanstalk allows you to quickly provision the infrastructure needed for an entire application without the hassle of managing the configuration of EC2 instances, Elastic Load Balancers, Auto Scaling, and many other AWS services. Elastic Beanstalk also automatically monitors these resources and provides a simplified view into your application’s health.

How Py Surfaces Critical Errors with Sentry

In A Comedy of Errors, we talk to engineers about the weirdest, worst, and most interesting application and infrastructure issues they’ve encountered (and resolved) over the years. This week, we hear about Py from Derek Lo, Founder and CEO, and Brian Sweatt, Lead Full-Stack Engineer. Py empowers hiring teams with a suite of products to evaluate technical candidates.