AWS Machine Learning - AI

APRIL 9, 2025

Implementation of dynamic routing In this section, we explore different approaches to implementing dynamic routing on AWS, covering both built-in routing features and custom solutions that you can use as a starting point to build your own. Virginia) AWS Region and receives 50,000 history questions and 50,000 math questions per day.

Artificial Inteligence 116

Artificial Inteligence Generative AI AWS Applications 116

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

Generative AI 106

Generative AI AWS Enterprise Artificial Inteligence 106

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

CIO

AUGUST 26, 2024

A universal storage layer can help tame IT complexity One way to resolve this complexity is by architecting a consistent environment on a foundation of software-defined storage services that provide the same capabilities and management interfaces regardless of where a customer’s data resides.

Storage 167

Storage AWS Compliance Cloud 167

Xebia

JANUARY 8, 2024

Introduction With an ever-expanding digital universe, data storage has become a crucial aspect of every organization’s IT strategy. The cloud, particularly Amazon Web Services (AWS), has made storing vast amounts of data more uncomplicated than ever before. The following table gives you an overview of AWS storage costs.

Storage 147

Storage AWS Backup Policies 147

Xebia

FEBRUARY 4, 2025

When running a Docker container on ECS Fargate, persistent storage is often a necessity. Photo by Nataliya Vaitkevich The post ECS Fargate Persistent Storage: EFS Access Points vs. Lambda Workarounds appeared first on Xebia. While this worked, it introduced unnecessary complexity.

Lambda 130

Lambda Storage Resources Cloud 130

Cloudera

DECEMBER 2, 2024

To that end, we’re collaborating with Amazon Web Services (AWS) to deliver a high-performance, energy-efficient, and cost-effective solution by supporting many data services on AWS Graviton. The net result is that queries are more efficient and run for shorter durations, while storage costs and energy consumption are reduced.

Sustainability 89

Sustainability AWS Analytics Infrastructure 89

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

AWS 91

AWS Generative AI Technical Review Artificial Inteligence 91

CIO

SEPTEMBER 10, 2024

In continuation of its efforts to help enterprises migrate to the cloud, Oracle said it is partnering with Amazon Web Services (AWS) to offer database services on the latter’s infrastructure. Oracle Database@AWS is expected to be available in preview later in the year with broader availability expected in 2025.

AWS 218

AWS Azure Database Administration Google Cloud 218

AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions.

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Generative AI AWS Technical Review Backup 80

TechCrunch

APRIL 29, 2021

Taking on Amazon S3 in the cloud storage game would seem to be a fool-hearty proposition, but Wasabi has found a way to build storage cheaply and pass the savings onto customers. With a $50B run rate in reach, can anyone stop AWS? Wasabi storage starts at $5.99 Wasabi just landed $68 million to upend cloud storage.

Storage 218

Storage Cloud Healthcare Hardware 218

David Heinemeier Hansson

MARCH 26, 2025

million/year on AWS S3 at the moment to host files for Basecamp , HEY , and everything else. We've already racked the replacement from Pure Storage in our two primary data centers. It's a gorgeous rack full of blazing-fast NVMe storage modules. We're spending just shy of $1.5 But there's still work to do.

Storage 101

Storage AWS Hardware Comparison 101

TechCrunch

OCTOBER 11, 2023

Google today announced that Cloud Spanner, its distributed, decoupled relational database service hosted on Google Cloud, is now more efficient in terms of both compute and storage, delivering what Google describes […]

Google Cloud 301

Google Cloud Cloud AWS Storage 301

CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. AppFabric, which is available across AWS’ US East (N.

Generative AI 204

Generative AI AWS Artificial Inteligence Enterprise 204

CIO

NOVEMBER 4, 2024

The Register later noted “ whispers about a breakup with AWS ,” despite Broadcom addressing the issue in a blog post. We have a TAM (total addressable market) of about $76 billion and that includes software-defined compute, storage, and networking,” Ramaswami said. This is prompting the CIO shift to hybrid and multicloud.

Data Center 166

Data Center Journal Storage Strategy 166

CIO

APRIL 15, 2025

Today, data sovereignty laws and compliance requirements force organizations to keep certain datasets within national borders, leading to localized cloud storage and computing solutions just as trade hubs adapted to regulatory and logistical barriers centuries ago.

Strategy 164

Strategy Cloud Data Technical Review 164

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 117

Generative AI Lambda Applications AWS 117

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

AWS 74

AWS Artificial Inteligence Technical Review Systems Review 74

AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

Scalability 113

Scalability Lambda Generative AI AWS 113

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. x or later The AWS CDK CLI installed Deploy the solution The following steps outline the process to deploying the solution using the AWS CDK. The following diagram illustrates how it works.

Lambda 121

Lambda Enterprise Automotive Knowledge Base 121

Xebia

OCTOBER 18, 2024

Additionally, for model definitions: {{ config( materialized='external_table', location="{{ env_var('LOCATION_PREFIX') }}/customers", plugin = 'unity' ) }} We specify external_table materialization and a storage location (local or cloud, like AWS S3). What’s Next?

Open Source 162

Open Source AWS Government Technical Review 162

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. The following diagram illustrates the end-to-end flow. for the month.

Generative AI 123

Generative AI Artificial Inteligence AWS Technical Review 123

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 105

Generative AI Video Engineering Artificial Inteligence 105

AWS Machine Learning - AI

APRIL 16, 2025

Why LoRAX for LoRA deployment on AWS? The surge in popularity of fine-tuning LLMs has given rise to multiple inference container methods for deploying LoRA adapters on AWS. Prerequisites For this guide, you need access to the following prerequisites: An AWS account Proper permissions to deploy EC2 G6 instances.

Artificial Inteligence 82

Artificial Inteligence Generative AI AWS Storage 82

Perficient

MARCH 27, 2025

What Youll Learn How Pulumi works with AWS Setting up Pulumi with Python Deploying various AWS services with real-world examples Best practices and advanced tips Why Pulumi for AWS? Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

AWS Machine Learning - AI

NOVEMBER 14, 2024

The storage layer uses Amazon Simple Storage Service (Amazon S3) to hold the invoices that business users upload. Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. Install Python 3.7 or later on your local machine.

Software Review 99

Software Review Technical Review AWS Artificial Inteligence 99

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

AWS 52

AWS Cloud Weak Development Team DevOps 52

AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. The CCoE implemented AWS Organizations across a substantial number of business units. About the Authors Steven Craig is a Sr. Director, Cloud Center of Excellence.

Generative AI 99

Generative AI Government Technical Review Innovation 99

AWS Machine Learning - AI

DECEMBER 3, 2024

This collaboration between AWS and New Relic opens up possibilities for building more robust digital infrastructures, advancing innovation in customer-facing technologies, and setting new benchmarks in proactive IT problem-solving. To get started on training, enroll for free Amazon Q training from AWS Training and Certification.

Technical Review 99

Technical Review AWS eCommerce Systems Review 99

AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services. Additionally, you can choose what gets logged.

Generative AI 103

Generative AI Applications AWS Knowledge Base 103

AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations. To do so, we create a knowledge base.

Case Study 108

Case Study Artificial Inteligence Study Generative AI 108

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. This post covers how to integrate Amazon Q Business into your enterprise setup.

Generative AI 95

Generative AI AWS Innovation Knowledge Base 95

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity.

Data 108

Data AWS Groups Knowledge Base 108

Dell EMC

JUNE 11, 2024

Dell APEX File Storage for AWS brings the cloud computing capabilities of AWS right to your doorstep.

AWS 118

AWS Innovation Storage Cloud 118

CIO

JANUARY 7, 2025

All the major cloud providers from North America AWS, Google, Microsoft Azure, Oracle Cloud are on par with each other, with most of their services and capabilities are primed to address the needs of any enterprise. The AWS Cloud Adoption Framework (CAF) is an effective tool that helps to evaluate cloud readiness.

Cloud 147

Cloud Strategy Architecture Policies 147

CIO

MARCH 5, 2024

Amazon Web Services (AWS) is the latest high-tech giant to announce a major stake in Saudi Arabia’s burgeoning technology industry, unveiling a plan this week to invest more than $5.3 Technology and training The new AWS Region in Saudi Arabia will comprise three Availability Zones at launch, with plans to establish more zones in the future.

Data Center 166

Data Center Technical Review AWS Data 166