[{"data":1,"prerenderedAt":88},["ShallowReactive",2],{"reinvent2025-cns350":3},{"id":4,"title":5,"YouTubeChannelID":6,"banner":6,"contributors":7,"description":6,"extension":10,"introBox":11,"meta":14,"pdf":15,"resources":18,"stem":86,"type":6,"video":6,"videos":6,"__hash__":87},"reinvent2025\u002Freinvent2025\u002Fcns350.json","CNS350: Autoscaling Patterns for Production Workloads on Amazon ECS",null,[8,9],"content\u002Fcontributors\u002Fhenrique-santana.json","content\u002Fcontributors\u002Fhardik-gohil.json","json",{"headline":12,"text":13},"Resources for CNS350: Autoscaling patterns for production workloads on Amazon ECS","Effective autoscaling is critical for optimizing Amazon ECS cost and performance across your containerized workloads. This session explores comprehensive scaling strategies covering both at the application and compute layer. We'll examine application autoscaling techniques including target tracking policies, custom metric definitions, step scaling configurations, and predictive scaling capabilities. On the infrastructure side, you'll learn to leverage capacity providers and cluster autoscaling to dynamically manage compute resources. You'll discover how to implement scaling architectures that automatically respond to demand fluctuations while maintaining optimal resource utilization and minimizing costs across your containerized application portfolio.",{},{"source":16,"headline":17},"https:\u002F\u002Fserverlessland.s3.us-east-1.amazonaws.com\u002Fpdf\u002Freinvent2025\u002FCNS350.pdf","Slides from the presentation",{"left":19,"right":50},[20,27,33,39,44],{"headline":21,"subheading":22,"text":23,"button":24},"ECS Immersion Day","Workshop","Get hands on with the ECS Immersion Day",{"text":25,"link":26},"Read","https:\u002F\u002Fecsworkshop.com",{"headline":28,"subheading":29,"text":30,"button":31},"Containers Roadmap","Repository","This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).",{"text":25,"link":32},"https:\u002F\u002Fgithub.com\u002Faws\u002Fcontainers-roadmap",{"headline":34,"subheading":35,"text":36,"button":37},"Scale to 15,000+ Tasks","Blog","Learn how to scale your application to over 15,000 tasks in a single ECS cluster",{"text":25,"link":38},"https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Fcontainers\u002Fscale-to-15000-tasks-in-a-single-amazon-elastic-container-service-ecs-cluster\u002F",{"headline":40,"subheading":35,"text":41,"button":42},"ECS Scalability Best Practices","Comprehensive guide on planning and executing an auto scaling strategy for ECS",{"text":25,"link":43},"https:\u002F\u002Fnathanpeck.com\u002Famazon-ecs-scaling-best-practices\u002F",{"headline":45,"subheading":46,"text":47,"button":48},"Cluster Auto Scaling","Documentation","Automatically manage Amazon ECS capacity with cluster auto scaling",{"text":25,"link":49},"https:\u002F\u002Fdocs.aws.amazon.com\u002FAmazonECS\u002Flatest\u002Fdeveloperguide\u002Fcluster-auto-scaling.html",[51,57,63,69,76,81],{"headline":52,"subheading":53,"text":54,"button":55},"ECS Digital Badge","Training","Learn more about ECS with the upcoming ECS Digital Badge",{"text":25,"link":56},"https:\u002F\u002Fs12d.com\u002Fecsdigitalbadge",{"headline":58,"subheading":59,"text":60,"button":61},"Distributed Load Testing","Solution","Automate application testing at scale to identify bottlenecks before release",{"text":25,"link":62},"https:\u002F\u002Faws.amazon.com\u002Fsolutions\u002Fimplementations\u002Fdistributed-load-testing-on-aws\u002F",{"headline":64,"subheading":65,"text":66,"button":67},"Using Load Shedding","Builder's Library","Learn how to prevent server overload by using load shedding strategies",{"text":25,"link":68},"https:\u002F\u002Faws.amazon.com\u002Fbuilders-library\u002Fusing-load-shedding-to-avoid-overload\u002F",{"headline":70,"subheading":71,"text":72,"button":73},"Deep Dive into Autoscaling","Video","A comprehensive deep dive into autoscaling strategies on Amazon ECS",{"text":74,"link":75},"Watch","https:\u002F\u002Fyoutu.be\u002F2Qe_50eEbrc",{"headline":77,"subheading":46,"text":78,"button":79},"Service Auto Scaling","Configure automatic scaling for your ECS services based on demand",{"text":25,"link":80},"https:\u002F\u002Fdocs.aws.amazon.com\u002FAmazonECS\u002Flatest\u002Fdeveloperguide\u002Fservice-auto-scaling.html",{"headline":82,"subheading":35,"text":83,"button":84},"VPC encryption controls","Virtual Private Cloud (VPC) encryption controls is a capability of Amazon Virtual Private Cloud (Amazon VPC) that helps you audit and enforce encryption in transit for all traffic within and across VPCs in a Region",{"text":25,"link":85},"https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Faws\u002Fintroducing-vpc-encryption-controls-enforce-encryption-in-transit-within-and-across-vpcs-in-a-region\u002F","reinvent2025\u002Fcns350","AvWSeynDjdowjrBd6D-JM9-54DK0a1hr7pqJKlUmyuA",1792665336931]