September 1, 2023

Serverless Monitoring Platforms

The notable serverless monitoring tools can help you monitor, manage, and optimize your serverless applications and infrastructure.
Serverless Monitoring Platforms

Serverless computing is revolutionizing the way businesses deploy and manage their applications in the cloud. With its automatic scaling and pay-per-use pricing model, serverless computing offers unparalleled flexibility and cost-efficiency. However, monitoring and troubleshooting serverless applications can be challenging without the right tools and support. That's where serverless monitoring platforms come in. These platforms provide robust support and easily accessible documentation to help users overcome obstacles and ensure the smooth operation of their serverless applications.

If you are diving into serverless computing or migrating from a server-based to a serverless architecture, these serverless monitoring platforms offer robust support and easily accessible documentation to help users overcome obstacles.

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serverless monitoring tools

SenseDeep is a trusted serverless monitoring platform for AWS, offering real-time invocation traces for troubleshooting and fast observability. With seamless AWS integration, it discovers Lambda functions, displays metrics, and automates error detection, providing alerts for efficient monitoring and problem-solving.

New Relic

serverless monitoring platforms

IOPipe, acquired by New Relic, offers an advanced observability platform for serverless applications, providing Incident Intelligence and optimization tools in a unified interface. Ideal for developers seeking real-time updates and serverless monitoring, it supports Node, Java, and Python without requiring AWS data access. Enjoy well-organized documentation and exceptional global support.

AWS CloudWatch

serverless monitoring tools

Amazon CloudWatch is a monitoring service for AWS cloud resources and applications, offering a metrics repository to track custom metrics and proactively spot issues. Ideal for serverless applications on AWS, it enables easy alarm management with Lambda, and supports AWS Promotional Credits for Open Source projects.

Google Cloud Operations Suite

serverless monitoring tools

Google Cloud's Operations Suite offers a multi-cloud solution for monitoring application performance, availability, and infrastructure health. With real-time log management, rich query language, and support for AWS Lambda, it's ideal for startups, system administrators, and cloud engineers seeking to optimize and troubleshoot applications within the Google Cloud ecosystem.


serverless monitoring platforms

Dashbird is a developer-friendly Serverless Monitoring platform that simplifies monitoring and debugging of Lambdas and API gateways. With automatic data collection, customizable dashboards, and error detection, Dashbird offers valuable insights, alerts, and exceptional support to optimize your serverless solution.

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best serverless monitoring platforms

Lumigo is a serverless monitoring platform offering a simple UI for debugging and observability. Packed with automation features and data visualizations, it uses machine learning and heuristic analysis for predictive analytics.

Splunk + SignalFx

serverless monitoring tools

SignalFx by Splunk offers end-to-end observability for serverless applications, simplifying log investigation and enhancing developer productivity. You can gain real-time insights into cloud-native apps and microservices: with powerful tracing and troubleshooting tools.


serverless monitoring tools

Baselime offers serverless observability for optimal application health and security, allowing seamless integration with various tools and platforms.


best serverless monitoring tools

Epsagon streamlines serverless environment tracing with an intuitive interface, offering a comprehensive view of your app's performance. This platform includes customizable logs, cloud management tools, and robust support for AWS Lambda troubleshooting, ensuring efficient bottleneck elimination.

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serverless monitoring tools

Sentry enhances Python & AWS Lambda debugging for serverless applications, offering real-time visibility, error capturing, and quick issue resolution. Ideal for beginners and companies seeking to identify function latencies, Sentry also supports distributed tracing.

Serverless Framework PRO

serverless monitoring platform

Serverless Framework Pro is a comprehensive solution for managing serverless application lifecycles and automating processes such as zero-config CI/CD, observability, and troubleshooting. It allows you to easily connect to AWS and GitHub, streamline development, and monitor app performance with advanced features.


serverless monitoring tools

Kloudmate provides a centralized platform for listing AWS inventory, enabling instant analysis and streamlined management for SREs and DevOps engineers working with serverless architecture.

Serverless monitoring platforms offer a wide range of features to help users effectively monitor and manage their serverless applications. These platforms provide real-time visibility into the performance and health of your serverless functions, allowing you to quickly identify and resolve any issues that may arise. They offer comprehensive monitoring capabilities, including metrics, logs, and traces, giving you a holistic view of your application's performance.

One of the key benefits of serverless monitoring platforms is their ability to automatically scale with your application. They can dynamically adjust monitoring resources based on the workload, ensuring that you have the necessary monitoring capabilities without overprovisioning. This not only helps optimize costs but also ensures that you have the right level of monitoring coverage at all times.

Serverless monitoring platforms also offer advanced alerting and notification capabilities. You can set up custom alerts based on specific metrics or thresholds, allowing you to proactively address any issues before they impact your application's performance. These platforms can send alerts via various channels, such as email, SMS, or integrations with popular collaboration tools like Slack, ensuring that you are always informed about the state of your serverless applications.

In addition to monitoring and alerting, serverless monitoring platforms often provide powerful analytics and reporting capabilities. They can help you gain insights into your application's usage patterns, identify bottlenecks, and optimize resource allocation. These platforms can also generate detailed reports that can be shared with stakeholders, providing transparency and accountability for your serverless infrastructure.

Furthermore, serverless monitoring platforms often offer integrations with other tools and services commonly used in the serverless ecosystem. This allows you to centralize your monitoring efforts and leverage existing investments in tools like logging services, APM solutions, or cloud providers' native monitoring services. These integrations enable a seamless monitoring experience and provide a unified view of your serverless applications.

In conclusion, serverless monitoring platforms are essential for effectively managing and optimizing serverless applications. They provide the necessary tools and support to ensure the smooth operation of your serverless infrastructure, allowing you to deliver exceptional user experiences and maximize the value of your cloud investments. With their comprehensive monitoring capabilities, real-time insights, and advanced alerting features, these platforms empower users to proactively address issues, improve efficiency, and drive business success in the serverless era.

Frequently Asked Questions
Serverless Monitoring Platforms
AI Disclaimer: The following text is generated by an AI model developed by OpenAI. While efforts have been made to ensure the accuracy and coherence of the content, there is a possibility that the model may produce hallucinated or incorrect information. Therefore, we strongly recommend independently verifying any information provided in this text before making any decisions or taking any actions based on it.

What are the key features to look for in a serverless monitoring platform?

Some key features to look for in a serverless monitoring platform include real-time monitoring and alerting, comprehensive data collection and analysis, integration with popular serverless platforms and services, scalability, and ease of use.

Which serverless platforms are supported by these monitoring platforms?

Most serverless monitoring platforms support popular serverless platforms such as AWS Lambda, Azure Functions, and Google Cloud Functions. However, it is important to check the documentation of each platform to ensure compatibility with your specific serverless platform.

Can serverless monitoring platforms help with cost optimization?

Yes, serverless monitoring platforms can help with cost optimization by providing insights into the resource usage and performance of serverless applications. This allows developers to identify and optimize inefficient code or configurations that may be causing unnecessary costs.

How do serverless monitoring platforms handle security?

Serverless monitoring platforms typically have built-in security measures to ensure the confidentiality, integrity, and availability of the data they collect. This may include encryption of data in transit and at rest, access controls, and compliance with industry security standards.

Can serverless monitoring platforms integrate with other monitoring and observability tools?

Yes, many serverless monitoring platforms offer integrations with popular monitoring and observability tools such as Prometheus, Grafana, and New Relic. This allows developers to consolidate their monitoring efforts and gain a holistic view of their serverless applications.

Are there any limitations or challenges with serverless monitoring platforms?

Some limitations or challenges with serverless monitoring platforms may include limited support for certain serverless platforms or services, potential performance impact on the monitored applications, and the need for proper configuration and setup to ensure accurate monitoring data.

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