Top Serverless Monitoring Tools + Serverless Resources

The technology continues to evolve, and solutions for hosting applications continue to expand. One such method of application hosting that is growing in popularity is serverless computing and consequently the growing demand for serverless monitoring.

What is Serverless Computing?

Serverless computing is a cloud-computing performance model managed by cloud providers that run the servers that host your applications. So, instead of patching, securing and scaling your servers, your cloud provider now takes care of it. Also, pricing for serverless computing is based on the number of resources consumed over time, rather than on determining hardware capacity. aws lambda To summarize it well: “Run code without thinking about the server. Pay only for the computation time you consume.” Some of the other major serverless providers include Azure Functions, Google Cloud Serverless, Alibaba Function ComputeAnd IBM Cloud Functions,

Serverless Surveillance Challenge

In traditional application monitoring, you have dedicated resources (servers, databases, caches, etc.), whereas with serverless monitoring, your infrastructure consists of ephemeral tasks. With it, you also lose visibility and access to the underlying infrastructure that runs your code. These Function-as-a-Service (FaaS) environments are usually closed proprietary, which leaves us without any means to set up monitoring agents for logging, tracing, analysis, etc.

Top Serverless Monitoring Tools

This challenge brings us to Serverless Monitoring Tools, which specializes in addressing the challenges of serverless observability. The following list includes the top serverless monitoring tools, followed by a list of platforms, open-source solutions, security, and other serverless resources.

Every few weeks, I’ll be editing and adding to this list of top serverless monitoring tools/solutions. Let me know if you think there is a solution not on the list or have suggestions about the ones currently listed. These Top 10 Tools Represent the Current Recommended Serverless Monitoring Tools From today.

1. Datadog for Serverless: End-to-End Visibility for Modern Applications

Collect important serverless metrics for birds-eye view in one place. Detect and resolve serverless functions, containers or VMs, across all of your service architectures. Collect custom business metrics from serverless functions without adding any resource overhead to invocations. Address under-provisioned or misconfigured serverless tasks for performance and cost benefits.

cost: Free 14 day trial or starts at $15/month,

2. Epsagon – Automatic Monitoring & Tracing

serverless epsgon

Epsgon specializes in automated tracing for cloud microservices, whether in container and serverless, cloud-based environments. It helps in monitoring and troubleshooting problems with production and development apps and microservices.

cost: 14 days free trial from $99/month,

3. site24x7 – Monitor AWS Lambda.

AWS Lambda Monitoring Monitor AWS Lambda Metrics Site24x7

Measure key performance counters, including invocation, errors, duration and throttle. Configure alarms to identify function latency and code execution bottlenecks and debug function errors/crashes with log support.

cost: Free trial or from $9/month,

4. Amazon Cloudwatch

Amazon CloudWatch - Application and Infrastructure Monitoring

Monitor your applications running serverless or on-premises. CloudWatch aggregates data at each layer of the performance stack, including metrics and logs, on an intuitive dashboard.

cost: free trial or calculation,

5. Serverless Monitoring | new relic

Serverless Monitoring New Relic

New Relic’s cloud-based platform lets you monitor what Serverless is doing for your development and operations processes. It’s easy to access all your resources and services in minutes, trace transactions from end-to-end, then query, analyze, and receive intelligent alerts for what’s happening throughout your environment.

cost: Free trial or $15 per million invite,

6. thundra | Deep insight into your complete serverless environment

thundra |  Deep insight into your complete serverless environment

Thundra helped drive the serverless platform at Opsgenie. As a commercial company, it helps monitor, debug, and secure serverless workloads on AWS Lambda. Understand and manage the total set of distributed services an application consumes down to the line level of runtime code for each local service, serverless or container-based applications.

cost: Free plan or from $100/month,

7. Serverless Monitoring | SignalFX

Serverless Monitoring SignalFx

SignalFX enables real-time cloud monitoring and observability for infrastructure, microservices and applications. SignalFx collects and analyzes metrics and traces across each component in your cloud environment. Built on a scalable streaming architecture, SignalFX applies advanced analytics and data science-guided troubleshooting to help operators find the root cause of issues in seconds.

cost: Free trial or from $15 per host per month,

8. Dashbird.io – Monitor Serverless Apps on AWS

Dashbird.io - Monitor Serverless Apps on AWS

Dashboard is an AWS Lambda monitoring and debugging platform that helps developers deliver bullet-proof and fast serverless applications by offering actionable insights and debugging features. This makes software and app development faster, leaner, and helps optimize costs. Dashboard uses CloudWatch logs to provide in-depth analysis, and requires no code changes in a 2-minute setup.

cost: Free Basic plan or from $115/month,

9. Lumigo – Troubleshooting for Serverless Applications

Lumigo - Serverless Monitoring and Troubleshooting Platform

Lumigo is building a serverless intelligence platform that helps developers understand and troubleshoot their serverless applications. The platform analyzes massive amounts of data, learns the typical behavior of serverless applications, and produces live visual maps and insights that let developers identify and fix problems in their serverless applications before they happen .

cost: Free plan or from $99/month,

10. Rookout | Serverless debugging and logging

Rookout Serverless Debugging and Logging

Rookout can then collect developer-defined information about serverless code, allowing them to track issues even while the application is running in a serverless environment.

cost: Free plan or from $75 per month,

Additional serverless monitoring tools

open telemetry – OpenTelemetry makes robust, portable telemetry a built-in feature of cloud-native software.
lightstep – Simple Observability for Deep Systems.
bloomedora – Monitor AWS Lambda in Google Stackdriver.
stackdriver – Monitoring apps on Google Cloud Platform and Amazon Web Services.
AppDynamics – AWS Lambda Monitoring.
dynatrace – AWS Lambda Monitoring.
IO|Pipe (acquired by New Relic) – Serverless DevOps Platform.

serverless development resources

cloud academy – Serverless training.
serverless.com – Serverless application framework powered by AWS Lambda, API Gateway, and more.
slapforge – Serverless development platform + built-in monitoring platform.
Stackery.io – Build, manage and deliver production-grade serverless applications.
twilio – Build and run apps with a fully managed, serverless environment.
Burmese – Serverless in just a few lines of code.

open-source serverless tools

open.iron.io – Open source serverless computing platform.
kubeless – A Kubernetes-native serverless framework.
Fragmentation – Open source, Kubernetes-native serverless framework.
open stage – Serverless Functions Made Simple for Docker and Kubernetes.
FN Project – open source. container-native. Serverless platform.
openwhisk – Open-source, distributed serverless platform.
terraform.io – Distribute infrastructure as code with Terraform.

Serverless Security Solutions

Palo Alto – Container and serverless security. Full lifecycle, full-stack security.
protein.io – Serverless security that is fully automated.
twist lock – Securing VMs, containers, serverless functions, service meshes, or a mix of all.
Snyk.io – Securing your serverless applications.
Water – Serverless security for serverless containers and tasks.

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