Building highly available Oracle databases with Amazon FSx for NetApp ONTAP

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This solution removes traditional Oracle HA complexities while delivering enterprise-grade availability, automated recovery, and makes sure new instances launch with the latest Oracle configuration... FSxN Multi-AZ provides persistent shared storage spanning availability zones for Oracle database files, software, and configurations, so that data remains accessible when EC2 instances are replaced....

Energy Shock Looms, but Q2 GDP Still Looks Surprisingly Strong

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That, at least, is the message in current nowcasts...5% in Q2, based on the median nowcast from a set of estimates compiled by CapitalSpectator...Recent Q2 nowcasts have been stable, holding in the 2%-plus range...4% nowcast on May 21... For now, at least, the effects on GDP nowcasts appear minimal... The next move—up or down— in the nowcasts may depend on how long the energy bott...

AI alone won’t change your business. The system running it will.

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At the same time, a new class of organizations is emerging, one that will look fundamentally different from the companies that defined the last era of business... You can run models both in the cloud and locally on your machine, and best-in-class sandboxing lets you run always-on agents safely... The real opportunity is teams of agents executing long running work across functions like software de...

Identify unused AWS KMS keys and prevent accidental key deletions

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Whether you manage a handful of keys or thousands across multiple AWS accounts and AWS Regions, there’s often a need to audit key usage to help you meet compliance requirements, evaluate your risk posture, and optimize key management costs... For more information, see Determine past usage of a KMS key... Before this launch, the primary way to audit key usage was through AWS CloudTrail logs... ...

The art and science of hyperparameter optimization on Amazon Nova Forge

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You can start development from early model checkpoints, blend proprietary data with Amazon Nova-curated training data, and host custom models securely on AWS... A key capability is data mixing, which blends your training data with curated datasets... Learning rate, data mixing ratio, checkpoint selection, and training techniques all interact in ways that can silently undermine a training run... T...

Object detection with Amazon Nova 2 Lite

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Amazon Nova 2 Lite, available through Amazon Bedrock, provides an appealing alternative solution... In this post, we’ll walk through implementing object detection with Amazon Nova 2 Lite... You’ll learn how to deploy an object detection application using Amazon Bedrock, AWS Lambda, and Amazon API Gateway... Solution overview Before you begin, make sure you have the following: AWS account ...