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. It’s serverless so you don’t have to manage the infrastructure. API Gateway also provides a WebSocket API.

Generative AI 111

Generative AI AWS Artificial Inteligence Enterprise 111

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 101

AWS Generative AI Technical Review Artificial Inteligence 101

CIO

DECEMBER 10, 2024

AWS Amazon Web Services (AWS) is the most widely used cloud platform today. Central to cloud strategies across nearly every industry, AWS skills are in high demand as organizations look to make the most of the platforms wide range of offerings. Job listings: 60,637,475 Year-over-year increase: -8% Total resumes: 60,000 6.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

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.

Lambda 130

Lambda Storage Resources Cloud 130

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. A history of deployments and updates.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

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

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

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

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. It provides constructs to help developers build generative AI applications using pattern-based definitions for your infrastructure. The following diagram illustrates how it works. Python 3.9

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

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 123

Scalability Lambda Generative AI AWS 123

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 102

Generative AI AWS Innovation Knowledge Base 102

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

Generative AI Lambda Applications AWS 122

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 110

Generative AI Applications AWS Knowledge Base 110

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 71

AWS Artificial Inteligence Technical Review Systems Review 71

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.

Generative AI 108

Generative AI Government Technical Review Innovation 108

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

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 Chinese competitor Huawei also has invested $400 million in cloud infrastructure for its services in Saudi Arabia.

Data Center 166

Data Center Technical Review AWS Data 166

AWS Machine Learning - AI

NOVEMBER 20, 2024

In today’s data-intensive business landscape, organizations face the challenge of extracting valuable insights from diverse data sources scattered across their infrastructure. The solution combines data from an Amazon Aurora MySQL-Compatible Edition database and data stored in an Amazon Simple Storage Service (Amazon S3) bucket.

Data 111

Data AWS Groups Knowledge Base 111

Xebia

SEPTEMBER 6, 2021

So, you want to build your infrastructure in AWS and use Terraform for your Infrastructure as Code? HashiCorp Terraform & AWS. If you have read our previous blogs on secure deployment, then you know by now that you can best deploy infrastructure using a secure CI/CD pipeline. And you want to do it securely?

AWS 130

AWS Infrastructure Storage Cloud 130

AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow.

Video 95

Video Lambda AWS Generative AI 95

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. This solution not only accelerates the migration process but also provides a standardized and secure cloud infrastructure.

AWS 128

AWS Applications Lambda Knowledge Base 128

TechCrunch

NOVEMBER 8, 2022

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. Sure, AWS is still top dog, with Microsoft and Google working to both snag share from the leader (and one another).

Cloud 222

Cloud AWS Survey Storage 222

Datavail

JULY 7, 2021

Datavail has reached an exciting milestone : We’ve achieved the Amazon Web Services (AWS) Service Delivery Designation for Amazon Relational Database Service (Amazon RDS). This achievement recognizes that Datavail follows best practices and has proven success delivering AWS services to end customers.

AWS 145

AWS Database Administration Case Study Backup 145

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider.

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Follow these steps to set up your KB: Sign in and go to the AWS Management Console for Amazon Bedrock.

Software Review 135

Software Review Infrastructure Lambda Generative AI 135

TechCrunch

NOVEMBER 22, 2021

Goel said many of Render’s customers migrate to its platform from Heroku and AWS because it provides “increased flexibility, better performance, and access to modern features like infrastructure-as-code, private networking and persistent storage.”.

DevOps 221

DevOps Cloud Azure Google Cloud 221

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base 101

Knowledge Base Generative AI Technical Review Lambda 101

CIO

SEPTEMBER 7, 2022

Storage has emerged in 2022 as a strategic asset that the C-suite, not just the CIO, can no longer overlook. Enterprise storage can be used to improve your company’s cybersecurity, accelerate digital transformation, and reduce costs, while improving application and workload service levels. What should you do?

Storage 148

Storage Organization Disaster Recovery Enterprise 148

AWS Machine Learning - AI

MARCH 3, 2025

Tuning model architecture requires technical expertise, training and fine-tuning parameters, and managing distributed training infrastructure, among others. Its a familiar NeMo-style launcher with which you can choose a recipe and run it on your infrastructure of choice (SageMaker HyperPod or training). recipes=recipe-name.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Training 87

AWS Machine Learning - AI

FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

Knowledge Base 91

Knowledge Base Lambda Enterprise AWS 91

CIO

MAY 6, 2024

In addition, Azure, Google Cloud Platform, and AWS all encouraged their midtier Commitment plans — Azure Savings Plan, AWS Compute Savings Plan, and GCP Flexible CUDs. 2023 was a year of growth and service diversification for the cloud services space, and we expect to see that continue throughout 2024.

Strategy 197

Strategy Marketing Cloud Azure 197

AWS Machine Learning - AI

JANUARY 13, 2025

The collaboration between BQA and AWS was facilitated through the Cloud Innovation Center (CIC) program, a joint initiative by AWS, Tamkeen , and leading universities in Bahrain, including Bahrain Polytechnic and University of Bahrain. The following diagram illustrates the solution architecture.

Education 104

Education Report Technical Review Generative AI 104

AWS Machine Learning - AI

NOVEMBER 15, 2024

At AWS, we are committed to developing AI responsibly , taking a people-centric approach that prioritizes education, science, and our customers, integrating responsible AI across the end-to-end AI lifecycle. For human-in-the-loop evaluation, which can be done by either AWS managed or customer managed teams, you must bring your own dataset.

Applications 110

Applications Generative AI AWS Artificial Inteligence 110

AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

Artificial Inteligence 109

Artificial Inteligence Generative AI Travel AWS 109

DevOps.com

MAY 22, 2023

Dell Technologies today expanded the scope of its APEX managed cloud offerings to include integration with the Microsoft Arc hybrid cloud computing framework in addition to fulfilling a commitment to deliver block and file storage services on the Microsoft Azure and Amazon Web Services (AWS) cloud platform.

Infrastructure 114

Infrastructure Azure AWS Storage 114

Dzone - DevOps

JULY 12, 2024

This article describes the implementation of RESTful API on AWS serverless architecture. It provides a detailed overview of the architecture, data flow, and AWS services that can be used. This article also describes the benefits of the serverless architecture over the traditional approach. What Is Serverless Architecture?

Serverless 96

Serverless Architecture AWS Storage 96

Altexsoft

MAY 20, 2020

But to build and run a robust infrastructure, a manufacturer or service provider needs a solid foundation — or, in other words, an IoT platform that connects devices, collects data, and creates insights. IoT infrastructure contains several key layers, with an IoT platform acting as a bridge between physical world and business processes.

IoT 141

IoT Azure AWS Transportation 141