Open Source Application Monitoring Tools – There are hundreds of server monitoring tools out there, all with slightly different customer support and functionality. In today’s development environment, many engineers choose open source monitoring to get more freedom and customization. Open source server monitoring tools allow us to get functionality without spending a fortune.
If you do it right, using open source server monitoring can save you money. Of course, using open source can be expensive due to the high cost, usually due to the time and expertise required to implement open source software. However, you can save a lot when using open source for specific and focused tasks.
Open Source Application Monitoring Tools
Users often implement open source monitoring tools in combination with other open source or proprietary tools. For example, it’s common for AWS CloudWatch users to pull Grafana into their stack for a better dashboard, even though they already have a variety of tools available. Similarly, it is common to use Prometheus and Elasticsearch together, one for time series and the other for logs.
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Let’s take a look at the best open source monitoring tools available today. All of these tools are currently maintained and have a large community of contributors and users.
Graphite is a tried and true time series monitoring tool that was first released in 2008. It has over 5,000 stargazers and 300 contributors on GitHub. This tool was one of the first open source server monitoring tools and has been a strong player in the field ever since.
Graphite is built on a set of components that work together as a monitoring stack. Includes Carbon, Whisper, Graphite Server, and Graphite Web UI. Each component plays a specific role and is interchangeable with other technologies if the developer prefers a different one.
Graphite requires the client to push the metrics, but it listens and accepts the metrics. This usually requires the use of a daemon such as StatsD or Collected. For more information on Graphite Architecture, read Graphite Architecture and Concepts.
Application Performance Monitoring Tools
There has been a recent push to make Graphite more compatible with Docker and Kubernetes. You can check out adaptations such as the official Docker images and test scripts on the GitHub project. However, Graphite has some issues like data aggregation, cluster native storage, and lack of good warnings.
Hosted by Graphite, Graphite enhances Graphite and provides solutions to the biggest problems with Graphite. If you’re interested in Graphite, check out Hosted Graphite to address some of the issues with Graphite and make it easier to scale.
Prometheus is a new product developed by Soundcloud in 2012. Prometheus is a one-stop shop for time series monitoring. With one installation, you get a data collector, a Prometheus server, a complex labeling system with data aggregation, visualization, queries, indexing, alerts and notifications.
Prometheus is built to monitor Kubernetes and Docker and is almost always used with Grafana for visualization. Prometheus has its own dashboard, called the Prometheus Expression Browser, which is a great console for diving deep into your metrics. You can query using Prometheus’ own query language called PromQL, which is a powerful tool when combined with Prometheus’ multi-dimensional data structures. However, Grafana is an improved dashboard tool that replaces the Expression Browser for long-term data monitoring, alerts, and notifications.
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Prometheus has several drawbacks. The first problem is long-term storage, where open source projects are only configured to store data for a maximum of 14 days. To get long-term storage in order of months and years, you need to set up remote storage. This can be time consuming and expensive. The second problem arises when monitoring multi-process applications, as seen in many Python web applications. Prometheus is not built for multi-threaded, multi-process applications, but work review is possible.
Provides Hosted Prometheus, to troubleshoot issues with remote storage and independently manage internal Prometheus settings. You can use Prometheus directly in the app and skip the hassle of installation, remote storage setup, and other configurations.
While Grafana is just a dashboard tool and not a full server monitoring tool, it is an essential part of any monitoring stack. Graphana can do what time series databases cannot. Grafana can generate rich graphics, alerts about complex alert rules, and send alert information directly to your smartphone with notifications.
Graphana is easy to use and easy to set up. For more information on how to set up Grafana, see our article on getting started with Grafana. You can also check out our article on our favorite Grafana dashboard, which shows you exactly what we’re seeing while monitoring the server.
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Grafana lets you create dashboards from panels, where each panel contains a type of visualization. You can choose from panels like Single Stat, Histogram, Guage, Bar Guage, Polystat, Table, Alert List and many more. Each panel can be configured to view specific metrics from any data source in your monitoring stack. The data source can be anything from Prometheus to Elasticsearch to AWS.
Built with ELK Stack, Elasticsearch, Logstash, and Kibana, it’s a great tool for monitoring engine logs. However, ELK stock is not as strong as Prometheus and Graphite in terms of time-series.
Kibana has some similarities to Grafana, but plays a more specific role. Kibana is the console and UI for Elasticsearch and Logstash, and it wouldn’t exist without using both technologies as their data source. Grafana is more independent and can be used to monitor a wider range of technologies. Kibana is more effective in monitoring logs, whereas Grafana is more focused on time series. With the release of Loki, in Grafana 7.0, Grafana improves the ability to monitor logs. For more information on comparing Grafana and Kibana, see our article Grafana vs Kibana. Also, see our comparison of Prometheus and ELK.
Nagios was originally released as open source software in 2002 and was developed as a multi-product enterprise offering. While open source software still exists, it has a much smaller community when compared to Graphite, Prometheus or Grafana.
Top 5 Open Source Server Monitoring Tools
The open source software is written in C language and published under the GNU General Public License. The software provides monitoring of network services (via SMTP, POP3, HTTP, PING, etc.) and host resources (processor load, disk usage, etc.). The software is also versatile, having a plugin interface that allows developers to add custom tools.
An enterprise-ready platform that provides monitoring of infrastructure, systems and applications using open source monitoring tools. This platform allows you to use Prometheus or Graphite-as-a-Service and display your metrics in the aesthetically pleasing Grafana dashboard.
Using it, you can understand complex systems at a glance due to its powerful monitoring capabilities. The company’s monitoring products give you all the benefits of open source, while still providing customer service.
Start by signing up for a free trial. You can pipe metrics directly into our cloud platform by installing a simple agent. Once your metric data is on the platform, you can start playing with the Grafana dashboard. Hundreds of default dashboards have been set up for various purposes such as server monitoring, Kubernetes monitoring, and more. You can also find some cool apps like monitoring the Raspberry Pi 4.
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On the review page you can see that many of our customers use it for server monitoring. The success stories of customers leaving SolarWinds, then the stories of Covio working with hosted Graphite are some of the most relevant cases.
Sign up for the free trial today and start monitoring your metrics using open source technology on the hosted platform. Also, book a demo with the team and talk to us directly about your monitoring needs.
Top 5 API monitoring tools Check out the list of the top 5 API monitoring tools and see the criteria on how to choose the best API monitoring tool for your situation. Grafana vs. Tableau Compare Grafana and Tableau on market position, price and core strength. Prometheus vs. ELK What are the differences and similarities between Prometheus vs. ELK? Which one should you choose? | Advances in cloud technology have made it easier to manage multiple servers for blog and business setup purposes as well as applications. Today, organizations are choosing to operate a large number of servers in the cloud and in their data centers to meet the ever-increasing demand. Monitoring technology has become important as a result of these changes.
In this post, we will explore the best server monitoring tools and software currently on the market. We also cover how to choose the right monitoring tool for you.
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Server performance monitoring is the process of tracking the performance of how your server resources are being used by collecting and analyzing metrics. This is where monitoring software comes into play—it ensures that your application runs smoothly and that your server has sufficient resources to run the process. This means monitoring certain key server components:
While there are many types of server management software, each one focuses on different monitoring. In the
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