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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. This in itself is a microservice, inspired the Orchestrator Saga pattern in microservices.

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FaaS is Key to DevOps Efficiency

DevOps.com

When AWS announced Lambda–a serverless Function-as-a-Service (FaaS) technology offering–the idea of encapsulating a specific task into a function that resides in the cloud was introduced into mainstream access.

DevOps 22
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Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

This pattern is often used in enterprise messaging systems, microservices architectures, and complex event processing systems. Agent broker architecture Messages sent to EventBridge are routed through an EventBridge rule to Lambda. Understanding how to implement this type of pattern will be explained later in this post.

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Microservice Architecture Benefits And Its Business Value

Sunflower Lab

Benefits of microservices architecture and business value it delivers to organizations planning to embrace enterprise agility through automated processes. What are microservices? The microservice architecture helps to reduce development complexity. Why businesses require microservices? When to use microservices.

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Build an internal SaaS service with cost and usage tracking for foundation models on Amazon Bedrock

AWS Machine Learning - AI

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). The workflow steps are as follows: An Amazon EventBridge rule triggers a Lambda function ( bedrock_cost_tracking ) daily. requestId – The unique identifier of the request.

Lambda 136
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CIOs sharpen cloud cost strategies — just as gen AI spikes loom

CIO

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023.

Strategy 211
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Cloud Adoption in 2020

O'Reilly Media - Ideas

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. More than half of respondent organizations use microservices. So we constructed a survey and ran it earlier this year: from January 9th through January 31st, 2020.

Cloud 144