[{"data":1,"prerenderedAt":48},["ShallowReactive",2],{"reinvent2024-SVS331":3},{"id":4,"title":5,"YouTubeChannelID":6,"banner":6,"contributors":7,"description":6,"extension":11,"introBox":12,"meta":15,"pdf":16,"resources":19,"stem":46,"type":6,"video":6,"videos":6,"__hash__":47},"reinvent2024\u002Freinvent2024\u002FSVS331.json","SVS331: Supercharge AI\u002FML Workloads on ECS",null,[8,9,10],"content\u002Fcontributors\u002Ffrank-frank.json","content\u002Fcontributors\u002Fabhishek-nautiyal.json","content\u002Fcontributors\u002Fsteve-kendrex.json","json",{"headline":13,"text":14},"Resources for SVS331: Supercharge AI\u002FML workloads on ECS","learn techniques to maximize the performance and scalability of these workloads to meet dynamic demand. Discover best practices for improving operational efficiency and optimizing costs of AI\u002FML deployments on Amazon ECS.",{},{"source":17,"headline":18},"https:\u002F\u002Fserverlessland.s3.amazonaws.com\u002Fpdf\u002Freinvent2024\u002FSVS331.pdf","Slides from the presentation",{"left":20,"right":34},[21,28],{"headline":22,"subheading":23,"text":24,"button":25},"Autoscaling Amazon ECS services based on custom metrics with Application Auto Scaling","Blog post","In this post, we showed you how to auto scale an Amazon ECS service using metric math support for target tracking in Application Auto Scaling",{"text":26,"link":27},"Read","https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Fcontainers\u002Fautoscaling-amazon-ecs-services-based-on-custom-metrics-with-application-auto-scaling\u002F",{"headline":29,"subheading":30,"text":31,"button":32},"Amazon ECS task definitions for GPU workloads","AWS Doc","We recommend that you consider the following before you begin working with GPUs on Amazon ECS.",{"text":26,"link":33},"https:\u002F\u002Fdocs.aws.amazon.com\u002FAmazonECS\u002Flatest\u002Fdeveloperguide\u002Fecs-gpu.html",[35,41],{"headline":36,"subheading":37,"text":38,"button":39},"Using a Bottlerocket AMI with Amazon ECS",""," setting up an Amazon ECS cluster with Bottlerocket container instances (using the EC2 launch type). ",{"text":26,"link":40},"https:\u002F\u002Fgithub.com\u002Fbottlerocket-os\u002Fbottlerocket\u002Fblob\u002Fdevelop\u002FQUICKSTART-ECS.md",{"headline":40,"subheading":42,"text":43,"button":44},"AWS blog","un a distributed data parallel training job using Amazon ECS.",{"text":26,"link":45},"https:\u002F\u002Faws.amazon.com\u002Fblogs\u002Fcontainers\u002Fdistributed-machine-learning-with-amazon-ecs\u002F","reinvent2024\u002FSVS331","xNUnw8KnqXI3YRfP9wSn8m6dus2ecpy__hJCo7Lzu2w",1792578931347]