AWS Machine Learning - AI

DECEMBER 24, 2024

To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod. Its mounted at /fsx on the head and compute nodes.

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AWS Artificial Inteligence Generative AI Training 103

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 “The business has just been exploding.

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Storage Cloud Healthcare Hardware 218

AWS Machine Learning - AI

NOVEMBER 6, 2024

To maintain their competitive edge, organizations are constantly seeking ways to accelerate cloud adoption, streamline processes, and drive innovation. However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support.

Generative AI 108

Generative AI Government Technical Review Innovation 108

AWS Machine Learning - AI

NOVEMBER 13, 2024

The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3). The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3.

AWS 114

AWS Engineering Serverless eCommerce 114

CIO

AUGUST 26, 2024

To optimize such environments, IT leaders should consider a multipronged approach, comprising common sets of software-defined infrastructure services, integrated cloud platforms, and modern as-a-service subscriptions that have been designed to address exactly these issues.

Storage 167

Storage AWS Compliance Cloud 167

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. API Gateway also provides a WebSocket API. These components are illustrated in the following diagram.

Generative AI 111

Generative AI AWS Artificial Inteligence Enterprise 111

Cloudera

DECEMBER 2, 2024

As organizations adopt a cloud-first infrastructure strategy, they must weigh a number of factors to determine whether or not a workload belongs in the cloud. Cost has been a key consideration in public cloud adoption from the start. Meanwhile, GreenOps focuses on reducing the environmental impact of cloud operations.

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.

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AWS Generative AI Technical Review Artificial Inteligence 101

Xebia

FEBRUARY 4, 2025

When running a Docker container on ECS Fargate, persistent storage is often a necessity. When working with cloud infrastructure, it’s always worth exploring built-in features before resorting to custom implementations. While this worked, it introduced unnecessary complexity.

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Lambda Storage Resources Cloud 130

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

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.

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Storage AWS Backup Policies 147

CIO

NOVEMBER 4, 2024

The Register later noted “ whispers about a breakup with AWS ,” despite Broadcom addressing the issue in a blog post. In Nutanix’s recent Enterprise Cloud Index (ECI) – which surveyed 1,500 IT, DevOps , and platform engineering leaders globally – over 80% of organizations viewed hybrid IT as essential for managing applications and data.

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Data Center Journal Storage Strategy 166

AWS Machine Learning - AI

NOVEMBER 22, 2024

Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. AWS Step Functions is a fully managed service that makes it easier to coordinate the components of distributed applications and microservices using visual workflows.

Generative AI 89

Generative AI AWS Technical Review Backup 89

TechCrunch

NOVEMBER 8, 2022

Years ago, there was a price war between public clouds. Back in 2014, to pick one example, Amazon’s AWS cut its prices in response to Google’s recently launched competing service. Since those heady days, the cloud infrastructure market has matured and changed. 5 cloud investors illustrate the various paths ahead for startups.

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Cloud AWS Survey Storage 222

Mobilunity

DECEMBER 26, 2024

In the current digital environment, migration to the cloud has emerged as an essential tactic for companies aiming to boost scalability, enhance operational efficiency, and reinforce resilience. Get AWS developers A step-by-step AWS migration checklist Mobilunity helps hiring dedicated development teams to businesses worldwide for 14+ years.

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AWS Cloud Weak Development Team DevOps 52

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 122

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AWS Machine Learning - AI

MARCH 3, 2025

However, the FM that powers the assistants natural language understanding and response generation is usually cloud-hosted, running on powerful GPUs. This prompt is then securely transmitted to the cloud-based FM over the network. TTFT consists of two components.

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AWS Artificial Inteligence Technical Review Systems Review 71

David Heinemeier Hansson

MARCH 26, 2025

million/year on AWS S3 at the moment to host files for Basecamp , HEY , and everything else. That contract expires this summer, June 30, so that's our departure date for the final leg of our cloud exit. We've already racked the replacement from Pure Storage in our two primary data centers. We're spending just shy of $1.5

Storage 88

Storage AWS Hardware Comparison 88

Xebia

DECEMBER 16, 2024

Cloud Around the same time, the Cloud became more and more popular as an environment to run software. We started building Cloud-native software. The downside was that they first needed to understand which Cloud service to use when. Radius is designed to simplify the development and deployment of Cloud-native applications.

Software Development 130

Software Development Software Cloud Development 130

CIO

MAY 6, 2024

The cloud services landscape is in constant flux. With the cloud being an inevitable part of enterprise digital transformation journeys, IT leaders must keep on top of the latest developments in the cloud market to better predict downstream impacts on their roadmaps.

Strategy 197

Strategy Marketing Cloud Azure 197

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.

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Scalability Lambda Generative AI AWS 123

TechCrunch

NOVEMBER 22, 2021

DevOps cloud platform Render , which won our Disrupt SF 2019 Startup Battlefield , announced today that it closed a $20 million Series A funding round led by Addition alongside existing investors General Catalyst and South Park Commons. Most of Render’s customers use its platform for their entire cloud presence, according to Goel.

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DevOps Cloud Azure Google Cloud 221

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. For more on MuleSofts journey to cloud computing, refer to Why a Cloud Operating Model?

Generative AI 102

Generative AI AWS Innovation Knowledge Base 102

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.

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Generative AI AWS Artificial Inteligence Enterprise 204

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.

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Lambda Enterprise Automotive Knowledge Base 127

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.

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Generative AI Video Engineering Artificial Inteligence 110

CIO

APRIL 25, 2024

Cloud cost management remains a critical CIO priority. With questions around ROI, increasing outlay, and corporate scrutiny on IT cost savings on the rise, CIOs must know not only what contributes to their organization’s overall cloud spend but also how to optimize it.

Tools 187

Tools Cloud AWS Off-The-Shelf 187

CIO

OCTOBER 17, 2023

The cloud market has been a picture of maturity of late. The pecking order for cloud infrastructure has been relatively stable, with AWS at around 33% market share, Microsoft Azure second at 22%, and Google Cloud a distant third at 11%. He adds, “This is behind the drive to generative AI by the cloud providers.

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AWS Machine Learning - AI

DECEMBER 3, 2024

Complexity in data interpretation – Team members may struggle to interpret monitoring and observability data due to complex applications with numerous services and cloud infrastructure entities, and unclear symptom-problem relationships. To get started on training, enroll for free Amazon Q training from AWS Training and Certification.

Technical Review 104

Technical Review AWS eCommerce Systems Review 104

CIO

JULY 11, 2024

Effective cost management in the cloud is, therefore, becoming increasingly important. Yet many companies still find it difficult to keep an eye on the costs of their cloud deployment and to continuously optimize them. In this context, more than a quarter expect cloud costs to rise by 20% or more.

Cloud 197

Cloud Budget Survey Architecture 197

CIO

MAY 14, 2024

Private cloud providers may be among the key beneficiaries of today’s generative AI gold rush as, once seemingly passé in favor of public cloud, CIOs are giving private clouds — either on-premises or hosted by a partner — a second look. The excitement and related fears surrounding AI only reinforces the need for private clouds.

Cloud 215

Cloud Generative AI Airlines AWS 215

Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. Multi-Cloud and Multi-Language Support Deploy across AWS, Azure, and Google Cloud with Python, TypeScript, Go, or.NET.

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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. For simplicity, we deploy the app locally, but you can also run it on Amazon SageMaker Studio , Amazon Elastic Compute Cloud (Amazon EC2) , or Amazon Elastic Container Service (Amazon ECS) if needed.

Software Review 107

Software Review Technical Review AWS Artificial Inteligence 107

The Crazy Programmer

NOVEMBER 14, 2021

Nowadays, cloud computing has become one of the most suitable ways to deliver ideal solutions to businesses. But do you wish to know why and how cloud computing developed? In this article, we will do the same to get some highlights about the history of cloud computing. History of Cloud Computing.

Cloud 203

Cloud Technical Review Systems Review Azure 203

TechCrunch

OCTOBER 21, 2022

Cloud cost optimization startups have become ubiquitous, and they’ve found a friendly ear among enterprise clients looking to cut costs amid the downturn. But should younger startups similarly scrutinize their cloud spend? If you’re an investor and would like to participate in future surveys, fill out this form.

Cloud 226

Cloud Survey AWS Storage 226

Xebia

JANUARY 23, 2025

Introduction Having the ability to utilize resources on demand and gaining high speed connectivity across the globe, without the need to purchase and maintain all the physical resources, is one of the greatest benefits of a Cloud Service Provider (CSP). And then the policy called Restrict allowed Google Cloud APIs and services in particular.

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Policies Storage Google Cloud Cloud 130

CIO

AUGUST 14, 2024

The global cloud infrastructure services market remains strong, buoyed in part by enterprise interest in AI. In the second quarter of 2024, global spending on cloud infrastructure services grew by 19% year-over-year to surpass the $78 billion mark. from Google Cloud and GPT-4o mini from Azure. Sonnet and other APIs.

Cloud 182

Cloud Google Cloud Artificial Inteligence Artificial Intelligence 182