AWS Compute Blog

Tag: Amazon EC2 Auto Scaling

TensorFlow Serving on Kubernetes with Amazon EC2 Spot Instances

This post is contributed by Kinnar Sen – Sr. Specialist Solutions Architect, EC2 Spot TensorFlow (TF) is a popular choice for machine learning research and application development. It’s a machine learning (ML) platform, which is used to build (train) and deploy (serve) machine learning models. TF Serving is a part of TF framework and is […]

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Best practices for handling EC2 Spot Instance interruptions

This post is contributed by Scott Horsfield – Sr. Specialist Solutions Architect, EC2 Spot Amazon EC2 Spot Instances are spare compute capacity in the AWS Cloud available to you at steep discounts compared to On-Demand Instance prices. The only difference between an On-Demand Instance and a Spot Instance is that a Spot Instance can be […]

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instance refresh automation flow

Introducing Instance Refresh for EC2 Auto Scaling

This post is contributed to by: Ran Sheinberg – Principal EC2 Spot SA, and Isaac Vallhonrat – Sr. EC2 Spot Specialist SA Today, we are launching Instance Refresh. This is a new feature in EC2 Auto Scaling that enables automatic deployments of instances in Auto Scaling Groups (ASGs), in order to release new application versions or make […]

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Running Cost-effective queue workers with Amazon SQS and Amazon EC2 Spot Instances

This post is contributed by Ran Sheinberg | Sr. Solutions Architect, EC2 Spot & Chad Schmutzer | Principal Developer Advocate, EC2 Spot | Twitter: @schmutze Introduction Amazon Simple Queue Service (SQS) is used by customers to run decoupled workloads in the AWS Cloud as a best practice, in order to increase their applications’ resilience. You […]

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Introducing the capacity-optimized allocation strategy for Amazon EC2 Spot Instances

AWS announces the new capacity-optimized allocation strategy for Amazon EC2 Auto Scaling and EC2 Fleet. This new strategy automatically makes the most efficient use of spare capacity while still taking advantage of the steep discounts offered by Spot Instances. It’s a new way for you to gain easy access to extra EC2 compute capacity in […]

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Running high-scale web applications on Amazon EC2 Spot Instances

NOTE: Amazon EC2 Auto Scaling groups now lets you mix On-Demand, Spot and RIs, as well as different instance types, as described here. In the architecture described below, the Spot Fleet component can be replaced by an EC2 Auto Scaling groups. Contributed by Ran Sheinberg, Spot Specialist Solutions Architect, and the Appnext team At re:Invent […]

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