AWS Cloudwatch Alarms using Machine Learning (Anomaly Detection) | Overview

[@umaradhami]

Believe me !!!! You have the best content

[@BeABetterDev]

Thank you, Umar!

[@GM-qv1ql]

Nice and simple explanation!

[@TomerBenDavid]

Yeah!!!! Loved the best practice section.

[@BeABetterDev]

Thanks tomer!

[@Roberto-live]

Great info!!

[@anandvamsi5141]

Very informative

[@BeABetterDev]

Glad you liked it Anand!

[@orien758]

Great explained. AI use it's awesome.

[@aradhnasingh2157]

Thanks for the great content. I have a question.How to add this metric -(Like Order per minute) to CloudWatch? I want to apply anomaly detection on my sensor data . Could this anomaly detection work on taking a sensor reading(e.g-Temperature) and then identifying the anomaly in that univariate time series.The sensor readings are coming in redshift.

[@BeABetterDev]

Hi Aradhna, Good question. If your data is sourced in redshift, what you could do is soemthing like the following: 1. Create Cloudwatch event that ticks every 1 minute. 2. Create a lambda function that queries on your sensor data from Redshift. In this lambda, emit metrics to cloudwatch for your sensor temperature. 3. Connect your cloudwatch event to invoke lambda Using this approach, you'll be able to collect 1min entries in cloudwatch and set up anomaly detection!

[@aradhnasingh2157]

@@BeABetterDev Thank You so much for such clearty ,following which I created a lambda and created "put metric" in CloudWatch and added a schedule of 1 min. Just one thing more ,do we need to keep on collecting that 1 min entries for certain period so that when we switch on anomaly detection the CloudWatch event take the past data and then create bands of upper and lower limits?Does that's how machine learning internally detects pattern? Or should I start on the anomaly detection from the day the CloudWatch start collecting the 1 min data.

[@saikiranreviews]

If I add, anamoly detection in a widget for a graph will it cost me extra?

[@BeABetterDev]

Hi Saikiran, If you go to the below URL and click the "Alarms" tab, you can see the pricing structure for anomaly detection. It does cost extra to use this feature. aws.amazon.com/cloudwatch/pricing/ Hope this helps, Daniel

[@yurilppm]

Do you think Anomaly Detection is recomended for billing alarms? Great video congrats!

[@BeABetterDev]

Hi Yuri! Using ML on billing is definitely a great idea! Let me know if you get this working!

[@yunli2742]

Hey how did you know the cost of anomaly detection?

[@vidyasankar4661]

Hey , Good and apt content. Can u provide me the blog link. Iam looking for more possibilities than what you have given in video. Can u provide more use cases with anomaly detection .Iam working on an anomaly detection and looking for more possibilities.