In this article, we will explore what Apache Spark is, what key metrics you need to track to keep it running, and how to set up a metrics tracking process. We will also cover monitoring tools such as Graphite and Grafana, which make the process of monitoring metrics very easy, as well as how using MetricFire can make running your monitoring exponentially easier. Check out MetricFire for free or book a demo with our team and learn more about all the benefits of using MetricFire solutions.

When you own and operate software, they generate various types of logs from disparate sources such as databases, servers, and applications. The metrics from these important digital assets are what companies monitor continuously. When they show you a sign of unreliability, companies need to take swift actions to fit the cause and prevent it from growing to a larger problem. The key to success in this activity is owning a good Syslog application and metrics software where you can clearly see metrics.

This article covers such a popular topic as using aggregation rules for metrics. We will learn why it is important to use aggregations and what tools exist for working with them. Also, we will explore all the benefits of using MetricFire's Hosted Graphite solution to store, process, analyze and monitor your metrics.