{"repo":"aws-samples/amazon-personalize-monitor","free":true,"listed":false,"github":"https://github.com/aws-samples/amazon-personalize-monitor","clone":"git clone https://github.com/aws-samples/amazon-personalize-monitor.git","description":"Monitor, alert, and optimize your Amazon Personalize deployments","language":"Python","stars":28,"topics":["aws","personalize","cloudwatch","monitoring"],"license":"MIT-0","category":"analytics","readme_excerpt":"Amazon Personalize Monitor Why is this important? Features CloudWatch dashboard CloudWatch alarms CloudWatch metrics Cost optimization (optional) Idle campaigns Over-provisioned campaigns Architecture Installing the application Option 1 - Install from Serverless Application Repository Option 2 - Install using Serverless Application Model Application settings/parameters Uninstalling the application FAQs Reporting issues License summary This project contains the source code and supporting files for deploying a serverless application that adds monitoring, alerting, and optimzation capabilities for Amazon Personalize, an AI service from AWS that allows you to create custom ML recommenders based on your data. Highlights include: - Generation of additional CloudWatch metrics to track the average RPS and minRecommendationRequestsPerSecond for recommenders, average TPS and minProvisionedTPS for campaigns, and utilization of recommenders and campaigns over time. - CloudWatch alarms to alert you via SNS/email when recommender or campaign utilization drops below a configurable threshold or has been idle for a configurable length of time (optional). - CloudWatch dashboard populated with graph widgets for average (actual) vs provisioned TPS/RPS, recommender and campaign utilization, recommender and campaign latency, and the number of recommenders and campaigns being monitored. - Capable of monitoring campaigns and recommenders across multiple regions in the same AWS account. - Automatical","default_branch":null,"files":null,"tree":[],"storefront":"/r/aws-samples","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aws-samples/amazon-personalize-monitor/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}