Gray Failures: What is it and how to detect one?

If you are reading this article , i guess you are curious to know about gray failures and different methods to detect gray failures. 

Hopefully this article will give you insight on question in your mind. 

https://aws.amazon.com/blogs/mt/detecting-gray-failures-with-outlier-detection-in-amazon-cloudwatch-contributor-insights/

How to select the best machine learning service in AWS

 

If you looking for directional information on how to select an Machine learning algorithm, check the below blog.   The blog i wrote though is specific for manufacturing but it can provide direction on different use cases

https://aws.amazon.com/blogs/industries/selecting-the-best-automatic-machine-learning-to-meet-your-manufacturing-needs/

Testing AWS Cloudformation Template

 Very interesting tool to test the cloud formation templates. Check it out 

TaskCat

https://github.com/aws-ia/taskcat

Architecting Resilient application on AWS

 Great whitepaper on improving resiliency of distributed systems:

https://docs.aws.amazon.com/whitepapers/latest/availability-and-beyond-improving-resilience/availability-and-beyond-improving-resilience.html

AWS CDK Samples

 Want to learn AWS CDK with samples :

Check these out:

https://github.com/aws-samples/aws-cdk-examples#Examples

https://cdkpatterns.com/patterns/all/