Achieving sustainable growth with Azure and FinOps best practices 

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To understand the impact of cloud computing on carbon emissions, precise measurement, trustworthy data, and robust tools are essential... That’s why we’re excited to announce two new capabilities to optimize your Microsoft Azure emissions:  Azure Carbon Optimization (preview) is a free, cutting-edge capability that empowers Azure developers and IT professionals to understand and o...

Knowledge Bases for Amazon Bedrock now supports Amazon Aurora PostgreSQL and Cohere embedding models

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During AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock... With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for Retrieval Augmented Generation (RAG)... In my previous post, I described how Knowledge Bases for Amazon Bedrock manages the end-to-end RAG workflow for you... You specify the loc...

AWS Weekly Roundup — Happy Lunar New Year, IaC generator, NFL’s digital athlete, AWS Cloud Clubs, and more — February 12, 2024

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AWS Transfer Family integrations with Amazon EventBridge – AWS Transfer Family now enables conditional workflows by publishing SFTP, FTPS, and FTP file transfer events in near real-time, SFTP connectors file transfer event notifications, and Applicability Statement 2 (AS2) transfer operations to Amazon EventBridge... You can orchestrate your file transfer and file-processing workflows in AWS u...

How Booking.com modernized its ML experimentation framework with Amazon SageMaker

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Sharing in-house resources with other internal teams, the Ranking team machine learning (ML) scientists often encountered long wait times to access resources for model training and experimentation – challenging their ability to rapidly experiment and innovate... Recognizing the need for a modernized ML infrastructure, the Ranking team embarked on a journey to use the power of Amazon SageMake...

Identify Java nested dependencies with Amazon Inspector SBOM Generator

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These files can contain various dependencies that are required for the proper functioning of the application... In some cases, a JAR file might include other JAR files within its structure, leading to nested dependencies... To help maintain the security and stability of Java applications, you must identify and manage nested dependencies... In this post, I will show you how to navigate the challe...

How to enforce creation of roles in a specific path: Use IAM role naming in hierarchy models

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However, as outlined in security best practices in IAM, AWS recommends that you use IAM roles instead of IAM users... This blog post explores the effective implementation of security controls within IAM roles, placing a specific focus on the IAM role’s path feature... By organizing IAM roles hierarchically using paths, you can address key challenges and achieve practical solutions to enhance ...

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

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Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs)... Additionally, they may need to regulate access to different models per team... Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere...