Amazon Web Services FeedProactively manage the Spot Instance lifecycle using the new Capacity Rebalancing feature for EC2 Auto Scaling By Deepthi Chelupati and Chad Schmutzer AWS now offers Capacity Rebalancing for Amazon EC2 Auto Scaling, a new feature for proactively managing the Amazon EC2 Spot Instance lifecycle in an Auto Scaling group. Capacity Rebalancing complements…
Amazon Web Services FeedAmazon RDS for SQL Server now supports Database Mail Amazon RDS for SQL Server now supports Database Mail. With Database Mail you can send email messages from your Amazon RDS for SQL Server database instance. After specifying the email recipient(s), you can add files or query results to the message you send.
Amazon Web Services FeedHow Provectus and GoCheck Kids Built ML Infrastructure for Improved Usability During Vision Screening By Rinat Gareev, ML Engineer at Provectus According to the MIT Sloan Management Review and BCG survey, 93 percent of executives worldwide expect to get some value from artificial intelligence (AI) and machine learning (ML). To do so,…
Amazon Web Services FeedDistributed tracing with OpenTelemetry These days, more and more systems deploy as a set of services using containers. You may already be using services like Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS) for quickly getting started with container workloads. Separating out services enables separation of concerns…
Amazon Web Services FeedField Notes: How to Identify and Block Fake Crawler Bots Using AWS WAF In this blog post, we focus on how to identify fake bots using these AWS services: AWS WAF, Amazon Kinesis Data Firehose, Amazon S3 and AWS Lambda. We use fake Google/Bing bots to demonstrate, but the principles can be…
Amazon Web Services FeedDeploying reinforcement learning in production using Ray and Amazon SageMaker Reinforcement learning (RL) is used to automate decision-making in a variety of domains, including games, autoscaling, finance, robotics, recommendations, and supply chain. Launched at AWS re:Invent 2018, Amazon SageMaker RL helps you quickly build, train, and deploy policies learned by RL. Ray…