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Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

AWS Machine Learning - AI

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. Typically, this involves manually editing each image with photo software.

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Announcing GA of DataFlow Functions

Cloudera

DFF provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Now, they can use DataFlow’s no-code UI to be more productive – they can quickly design new NiFi flows and then run them as functions in AWS Lambda, Azure Functions, and Google Cloud Functions. DataFlow Functions.

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NiFi as a Function in DataFlow Service

Cloudera

NiFi as a Function in DataFlow Service provides an efficient, cost optimized, scalable way to run NiFi flows in a completely serverless fashion. Functions as a Service (FaaS) is a category of cloud computing services that all main cloud providers are offering (AWS Lambda, Azure Functions, Google Cloud Functions, etc).

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5 Questions to Ask Before Going Serverless

Modus Create

Legacy databases can’t scale fluidly with your serverless functions, creating a major bottleneck in the scalability of your serverless application. Since it was an isolated feature, we created a separate Lambda function for it on AWS. In the AWS world, the go-to options for solving this issue would be DyanamoDB or Aurora Serverless.

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CASE STUDY: Moving at the Speed of Cryptocurrency with Infrastructure as Code

Blue Sentry

You can also build automation using Lambda Functions with custom triggers like AutoScaling Lifecycle Hooks, have a Load Balancer in front of your servers to balance the traffic as well as have DNS management in Route53. In AWS, you can use Auto Scaling Groups to scale in and out your servers based on a template.

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Cloudera DataFlow Designer: The Key to Agile Data Pipeline Development

Cloudera

DataFlow Functions provides an efficient, cost optimized, scalable way to run data flows in a completely serverless fashion. DataFlow Functions are supported on AWS Lambda, Azure Functions, and Google Cloud Functions. You can create DataFlow Deployments using the Deployment Wizard, or automate them using the CDP CLI.

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Automating product description generation with Amazon Bedrock

AWS Machine Learning - AI

AWS Lambda – AWS Lambda provides serverless compute for processing. Amazon API Gateway passes the request to AWS Lambda through a proxy integration. When operating on product image inputs, AWS Lambda calls Amazon Rekognition to detect objects in the image. The response is passed back from AWS Lambda to Amazon API Gateway.