Table of Contents:
What is DevOps Monitoring?
DevOps is the process of monitoring everything from strategy to development, from integration to testing, and from deployment to operations. It provides a comprehensive, real-time view of the status of production applications, services, and infrastructure. Real-time streaming, historical replay, and visualization are the crucial aspects of application and service monitoring.
Importance of DevOps Monitoring
With DevOps monitoring, teams can react quickly and automatically to any changes in client experience. In addition, it enables developers to shift left to earlier phases of development, reducing the number of broken production changes. Problems can be detected and dealt with manually or automatically as required with better software instrumentation.
Most of the monitoring tools in DevOps have been categorized into the following types.
1. Server Monitoring
- It is also known as resource monitoring or infrastructure monitoring, server monitoring collects information about your server’s performance. It provides statistics on RAM consumption, CPU loads, and disk space left. It is helpful in aggregating data from virtual server systems for cloud-based scenarios.
- The following are a few server-monitoring tools such as Prometheus, Splunk, Nagios, Zabbix, Sysdig, Sematext, and Sensu.
2. Network Monitoring
- It examines the data flowing in and out of your computer network. Using this monitoring tool, you can keep track of incoming requests and responses across all components, from switches to firewalls and servers.
- Catchpoint is a network monitoring tool in DevOps
- It measures how well a service is performing overall. These tools query the server on their own and keep track of metrics such as response time and completion. It is essential to ensure that application performance issues are promptly detected and diagnosed so that services can function as intended.
- The few application performance monitoring (APM) tools are SignalFx, AppDynamics, Raygun, and New Relic.
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Here is a list of the best DevOps monitoring tools. These tools will help you to gear up for your work and progress in your career.
1. Prometheus
Prometheus is another metrics-based time-series database aimed at white box monitoring. Prometheus is a community-driven open-source system monitoring and alerting solution with a thriving ecosystem. Since its debut, numerous organisations and businesses have integrated this tool into their ecosystems, allowing the user and developer communities to interact.
Features:
- The information gathered by this tool is useful in the field of business intelligence.
- It is a tool developed in the Go programming language, making it an excellent contender for future advancements.
- It can gather time-series data for your organization and enable easy connection with PagerDuty.
- It has no dependencies and gives a good amount of Web API for custom development.
Here, is the link to download Prometheus from the official documentation.
2. Splunk
Splunk is a sophisticated platform for analyzing machine data, especially logs generated frequently but seldom used effectively. Splunk is used for searching, monitoring, and analyzing machine-generated data using a web-based interface. It compiles all pertinent data into a central index that allows users to find the required information quickly.
Features:
- It enables the examination of data from networks, servers, apps, and various other data sources.
- It is simple enough to deploy in a production environment.
- It provides attributes such as Splunk light to transfer data from many servers to the main Splunk engine for analysis.
- It indexes data in such a way that it produces powerful analytic insights.
- Its reports are accurate to the decimal point, allowing any organization to identify steps for improvement and take action, if necessary.
Here, is the link to download Splunk from the official documentation.
3. Grafana
Grafana is an open-source platform used for monitoring and observability enabling users to visualize, analyze, and alert on the metrics, logs, and traces.
Grafana can be integrated with numerous data sources, offering you a unified dashboard experience across different platforms. It comes with built-in support for many data sources, and additional plugins can be installed as needed.
Features:
- Dashboard Templating: Creating reusable dashboards that adapt on the basis of requirements, that allow efficient monitoring across different environments.
- Annotations: Marks specific events directly on graphs so that they correlate with data points with real-world occurrences.
- Alerting: Setting up alerts to monitor your data and to send notifications via various channels under when specified conditions.
- Plugin Extensibility: Enhanced functionality with the support of various plugins for different data sources and visualizations.
Here, is the link to download Grafana from the official documentation.
4. ELK
The ELK (Elastic, Logstash, Kibana) stack combines logs and metrics, APM traces, uptime, UX data, and feedback from synthetic monitoring activities into a single solution that gives DevOps teams the improved visibility of application performance in the production environment. It is a popular tool that can be used for application performance monitoring, real-user monitoring, and log analytics.
Features:
- It uses a pay-as-you-go model
- ELK delivered several capabilities such as log aggregation, indexing, and dashboard/visualization
- It is a single unified platform for APM data
Here, is the link to download ELK from the official documentation.
5. Kibana
Kibana is an open-source analytics and visualization tool that was created particularly to interact with Elasticsearch. The most common uses of Kibana are searching, viewing, and interacting with data stored internally in Elasticsearch indices.
In Kibana, advanced data analysis and visualization may be accomplished with ease by using charts, tables, and maps.
Features:
- It has a quick and uncomplicated setup procedure.
- You can view the data in the log to discover solutions to your difficulties in production.
- It provides an auto-highlighting function for the search fields to identify problems in your log files quickly.
- It allows you to visualize log files and display the necessary data and real-time statistics in graphics.
Here, is the link to download Kibana from the official documentation.
6. Nagios
Nagios is one of the DevOps tools for continuous monitoring. It is a widely used open-source tool. In a DevOps culture, Nagios can assist in monitoring systems, applications, services, and business processes. It notifies users when anything goes wrong with the infrastructure and later rectifies the problem.
Features:
- It has a feature that allows you to set up services to ping devices in an organization.
- It is a great product that can do rapid tests and is easy to configure from both the client and server sides.
- You can develop custom plug-ins that match your requirements and check the most critical production environment requirements.
- The documentation on the Nagios website is rather comprehensive, and you may use it for any specific reference.
Here, is the link to download Nagios from the official documentation.
7. Sensu
Sensu is one of the top DevOps monitoring tools; it is used for monitoring infrastructure and application solutions. This platform allows you to measure and monitor the health of your infrastructure, applications, and business KPIs.
Sensu combines dynamic, static, and temporary infrastructure to solve modern challenges in modern infrastructure platforms. Sensu does not offer software-as-a-service (SaaS,) but you can monitor your system just the way you want.
Features:
- Despite being open-source, it has excellent commercial support.
- It sends alerts and notifications.
- It provides dynamic registration and de-registration of clients.
- It is not affected by the presence of mission-critical applications or multi-tiered networks.
- It is perfect for automating processes.
Here, is the link to download Sensu from the official documentation.
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PagerDuty is an operations performance platform designed to work closely with operations staff to assess the reliability and performance of apps and address errors as early as possible.
When timely alerts come in from the development environment to the production environment, the operations team can detect, triage, and resolve the alerts faster. PagerDuty offers an excellent, easy-to-use incident response and alerting system.
Features:
- It is a powerful GUI tool for scheduling and escalation policy.
- The intuitive alerting API of PagerDuty makes it very popular among users.
- If an alert does not respond after a set amount of time, the system will auto-escalate by the originally established SLA.
Here, is the link to download PagerDuty from the official documentation.
9. Datical Deployment Monitoring Console
A datical deployment monitoring console is the solution that you would use to automatically track the deployment status of each database across the enterprise. This software receives and records SQL script execution events across the entire deployment environment. It does that to minimize human errors. In addition, it simplifies database auditing and deployment monitoring.
Features:
- A significant advantage that datical deployment monitoring console (DDMC) offers is the simplified auditing of databases.
- It tracks deployments and errors automatically.
- It provides access to deployment information on demand.
- In addition, it simplifies the release processes so that both users and administrators can automatically track, audit, and resolve all deployment-specific database issues.
Here, is the link to download Datical Deployment Monitoring Console from the official documentation.
10. Tasktop Integration Hub
The tasktop integration hub incorporates all tools within an organization into a single application to offer value to the organization. The tasktop integration hub is a single-point solution that handles all software delivery integration requirements without referring to another tool.
The tasktop integration hub is a powerful tool to deliver the right information to the right people at the right time, using the right tool with the right interface.
Features:
- Connectivity is available for 45 tools that are fully functional without a problem.
- It allows the addition of new tools to existing software integration quickly.
- You can route artifacts as well as specific field updates according to a filter that complies with customer requirements around frequency and direction.
- It provides a secure login via a web-based interface.
- By monitoring changes to artifacts, this software runs at the lowest possible footprint and reduces the load on other tools.
Here, is the link to download Tasktop Integration Hub from the official documentation.
11. Librato
With Librato, you can track and understand, in real-time, the metrics that affect your business at every level of the stack. Librato offers all the features that are needed to monitor a solution including visualizations, analyses, and alerts on all the metrics discussed above. This tool is capable of aggregating and also transforming real-time data from virtually any source.
Features:
- It is a complete solution that monitors and analyzes data.
- It offers a variety of services that help in data monitoring and providing data visualizations.
- It offers services that provide notifications on completing activity processing on various metrics.
- It does not require any installation.
- It has an easy-to-use user interface.
- The alerts received from Librato are reliable, which helps you take necessary actions based on a possible situation in your production environment.
Here, is the link to download Librato from the official documentation.
12. Akamai mPulse
Akamai mPulse is a real user monitoring tool that allows DevOps teams to collect and analyze experience and behaviour data from users who visit their website or application. With the help of the Akamai mPulse tool, developers can capture over 200 business and performance metrics from each user session by installing the mPulse snippet on the target webpage or the app. Besides this, the tool also captures application performance and UX metrics including session and user agent data, bandwidth and latency, loading times, and much more.
Features:
- It is easy to deploy
- Can be used for application monitoring for websites and native applications
- Helps in creating and monitoring custom metrics and building custom dashboards
- Provides credible performance data and feedback
- System dashboards offer real-time user activity insights
Here, is the link to download Akamai mPulse from the official documentation.
13. AppDynamics
AppDynamics is a continuous monitoring tool that supports infrastructure, network, and application monitoring of both cloud and on-premises computing environments. DevOps teams can capture data from infrastructure components, database transactions, applications, end-user sessions, and other sources in order to maintain complete visibility into the tech attack and rapidly respond to performance issues. This helps avoid any situation that may negatively impact the customer experience.
Features:
- AppDynamics supports multiple platforms such as Microsoft Azure, IBM, Kubernetes, AWS, and more
- Instant root cause diagnostics driven by Machine learning
- It has a pay-per-use pricing model
- Can easily monitor a hybrid environment
Here, is the link to download AppDynamics from the official documentation.
14. BMC Helix Operations Management
As an award-winning intelligence and automation tool, BMC Helix Operations Management uses predictive analytics to effectively monitor the availability and performance of IT services across the cloud, on-premises, and hybrid environments. The tool uses service-centric monitoring, advanced event management, root cause isolation, and intelligent automation to improve performance and availability. With the help of this AI-driven proactive alerting capabilities and probable cause analysis that further help DevOps teams kickstart while responding to prospective events.
Features:
- Following a SaaS business model, it is easy to deploy
- Provides the benefit of predictive alerts with Machine Learning and Advanced Analytics
- Offers customizable dashboards and reports to streamline data access
Here, is the link to download BMC Helix IT Operations Management from the official documentation.
15. New Relic One
New Relic One is another continuous monitoring tool that offers complete observability of the entire software stack. One of the biggest advantages of this tool is that it allows DevOps teams to benefit from a single platform that brings together 4 types of telemetry data including events, logs, metrics, and traces. The key features of this tool include browser and mobile session monitoring, visibility into servers, on-prem VMs, cloud-native infrastructure, real user monitoring, and synthetic monitoring capabilities.
Features:
- It provides automatic correlation between logs, errors, and traces to accelerate root cause analysis
- It uses a pay-as-you-go model
- Users get 100 GB of free data to ingest per month
Here, is the link to download New Relic One from the official documentation.
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16. Sumo Logic
Sumo Logic makes it easier for DevOps teams to monitor microservice-based applications from a single platform that covers performance metrics, log, and event data and distributed transaction tracing. In addition to its APM capabilities, Sumo Logic also offers a cloud-native SIEM tool, which has correlation-based threat detection and support from the company’s own cyber threat hunting team. The tool is used for monitoring application performance and cloud security and business intelligence features.
Features:
- It provides free product training and certifications
- Easy configuration of real-time metrics and alerts
- Allows visually appealing dashboards and graphs
Here, is the link to download Sumo Logic from the official documentation.
17. ChaosSearch
ChaosSearch offers an innovative approach to continuous monitoring tools that combines data indexing and querying capabilities with data lake economics for a best-in-class log management solution. This tool helps DevOps teams ingest log and event data from multiple sources into Amazon S3 or Google Cloud Storage buckets. It also allows us to index the data with proprietary technology, and rapidly achieve insights with no data movement or ETL process.
Features:
- Offers lower TCO when compared to other alternatives
- Index, transform, and visualize data with no data movement and no ETL process, directly on cloud object storage at a petabyte-scale scale
- It supports full-text search and SQL queries, with ML support
Here, is the link to download ChaosSearch from the official documentation.
18. Dynatrace
Dynatrace is the smallest library that will run in the application process without consuming more than 10 MB of server memory. As a result, the application logs are monitored without causing any conflict on the server, resulting in lower overhead on the server.
Adding or removing Dynatrace agents from application servers does not even require the restart of application servers.
Features:
- It gives non-technical users a clear picture of an application’s performance.
- You can see how long each stage of an application took as well as the transaction flow.
- It indicates clearly where problems or errors arise in production workflows.
- It identifies deviations from a standard baseline after the metrics have been benchmarked.
- It detects any unusual activity in the application or network and communicates this information to you.
Here, is the link to download Dynatrace from the official documentation.
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Conclusion
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