AWS Machine Learning - AI

NOVEMBER 26, 2024

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment.

AWS 97

AWS Load Balancer Software Review Artificial Inteligence 97

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 111

Generative AI AWS Groups Artificial Inteligence 111

CIO

FEBRUARY 11, 2025

Add to this the escalating costs of maintaining legacy systems, which often act as bottlenecks for scalability. The latter option had emerged as a compelling solution, offering the promise of enhanced agility, reduced operational costs, and seamless scalability. Scalability. Legacy infrastructure. Scalability.

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Serverless Architecture Microservices Scalability 155

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 107

Generative AI AWS Artificial Inteligence Enterprise 107

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: 80,650 Year-over-year increase: 1% Total resumes: 66,497,945 4.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

AWS Machine Learning - AI

DECEMBER 23, 2024

Lettria , an AWS Partner, demonstrated that integrating graph-based structures into RAG workflows improves answer precision by up to 35% compared to vector-only retrieval methods. In this post, we explore why GraphRAG is more comprehensive and explainable than vector RAG alone, and how you can use this approach using AWS services and Lettria.

Generative AI 123

Generative AI Artificial Inteligence AWS Knowledge Base 123

TechCrunch

FEBRUARY 6, 2023

Deploying cloud infrastructure also involves analyzing tools and software solutions, like application monitoring and activity logging, leading many developers to suffer from analysis paralysis. These companies are worried about the future of their cloud infrastructure in terms of security, scalability and maintainability.

Infrastructure 246

Infrastructure Cloud Minimum Viable Product Weak Development Team 246

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 95

AWS Generative AI Technical Review Artificial Inteligence 95

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

CIO

MARCH 20, 2025

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

Perficient

MARCH 11, 2025

In the ever-evolving landscape of cloud computing, Infrastructure as Code (IaC) has emerged as a cornerstone practice for managing and provisioning infrastructure. IaC enables developers to define infrastructure configurations using code, ensuring consistency, automation, and scalability. Why Use AWS CloudFormation?

AWS 52

AWS Software Review Systems Review Policies 52

TechCrunch

NOVEMBER 1, 2020

Started as a side project by its founders, Warren is now helping regional cloud infrastructure service providers compete against Amazon, Microsoft, IBM, Google and other tech giants. AWS remains in firm control of the cloud infrastructure market.

Infrastructure 272

Infrastructure Cloud Data Center Network 272

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.

Generative AI 102

Generative AI Government Technical Review Innovation 102

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider. The biggest challenge is data.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

AWS Machine Learning - AI

APRIL 1, 2025

Were excited to announce the open source release of AWS MCP Servers for code assistants a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow. This post is the first in a series covering AWS MCP Servers.

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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 118

Generative AI Lambda Applications AWS 118

CIO

NOVEMBER 4, 2024

AI models rely on vast datasets across various locations, demanding AI-ready infrastructure that’s easy to implement across core and edge. Enterprise cloud computing, while enabling fast deployment and scalability, has also introduced rising operational costs and additional challenges in managing diverse cloud services.

Data Center 134

Data Center Recruiting Cloud Government 134

AWS Machine Learning - AI

NOVEMBER 7, 2024

Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. It provides constructs to help developers build generative AI applications using pattern-based definitions for your infrastructure.

Lambda 123

Lambda Enterprise Automotive Knowledge Base 123

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 105

Generative AI Applications AWS Knowledge Base 105

Xebia

JANUARY 18, 2024

Deploy Secure Public Web Endpoints Welcome to Building Resilient Public Networking on AWS—our comprehensive blog series on advanced networking strategies tailored for regional evacuation, failover, and robust disaster recovery. We’ll study the advantages and limitations associated with this technique.

AWS 147

AWS Network Load Balancer Software Review 147

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.

AWS 52

AWS Cloud Weak Development Team DevOps 52

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Overall, discussions on AWS modernization are focused on security, faster releases, efficiency, and steps towards GenAI and improved innovation.

AWS 130

AWS Strategy Serverless Microservices 130

CIO

NOVEMBER 1, 2024

As part of MMTech’s unifying strategy, Beswick chose to retire the data centers and form an “enterprisewide architecture organization” with a set of standards and base layers to develop applications and workloads that would run on the cloud, with AWS as the firm’s primary cloud provider. The biggest challenge is data.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

TechCrunch

MARCH 29, 2022

We have built AWS for testers,” he said in an interview with TechCrunch. LambdaTest is helping businesses orchestrate their test execution by providing them cost-effective and scalable solutions while giving them improved control over their existing infrastructure without the need to add more to it.

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AWS Testing Web Development Operating System 213

AWS Machine Learning - AI

MARCH 20, 2025

Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access. The workflow is as follows: The user logs into SageMaker Unified Studio using their organizations SSO from AWS IAM Identity Center.

Generative AI 102

Generative AI Systems Review System Lambda 102

AWS Machine Learning - AI

APRIL 16, 2024

At AWS, our top priority is safeguarding the security and confidentiality of our customers’ workloads. With the AWS Nitro System , we delivered a first-of-its-kind innovation on behalf of our customers. The Nitro System is an unparalleled computing backbone for AWS, with security and performance at its core.

Generative AI 136

Generative AI AWS Artificial Inteligence Infrastructure 136

Capgemini

NOVEMBER 22, 2024

AWS or other providers? The Capgemini-AWS partnership journey Capgemini has spent the last 15 years partnering with AWS to answer these types of questions. Our journey has evolved from basic cloud migrations to cutting-edge AI implementations, earning us recognition as AWS’s Global AI/ML Partner of the Year for 2023.

Generative AI 52

Generative AI AWS Automotive Energy 52

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 122

Knowledge Base Scalability Applications Generative AI 122

Cloudera

JANUARY 7, 2025

A prominent public health organization integrated data from multiple regional health entities within a hybrid multi-cloud environment (AWS, Azure, and on-premise). A leading meal kit provider migrated its data architecture to Cloudera on AWS, utilizing Cloudera’s Open Data Lakehouse capabilities.

Cloud 82

Cloud Data Scalability Compliance 82

AWS Machine Learning - AI

MARCH 14, 2025

The computer use agent demo powered by Amazon Bedrock Agents provides the following benefits: Secure execution environment Execution of computer use tools in a sandbox environment with limited access to the AWS ecosystem and the web. Prerequisites AWS Command Line Interface (CLI), follow instructions here. Require Python 3.11

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AWS Generative AI Linux Groups 105

Perficient

DECEMBER 30, 2024

Introduction: Integrating GitHub Actions for Continuous Integration and Continuous Deployment (CI/CD) in AWS Lambda deployments is a modern approach to automating the software development lifecycle. After this, open AWS Lambda and create a function using Python with the default settings. In our case, we are using ap-south-1.

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Lambda AWS Cloud DevOps 52

Dzone - DevOps

JANUARY 6, 2022

DevOps is renowned for fast methodologies, increased security (in the form of DevSecOps), as well as the quick and easy scalability of software development projects. Being the most popular in the market means Amazon has some of the best services, infrastructure, locations, and support in the market.

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AWS DevOps Google Cloud Azure 131

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.

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AWS Database Administration Case Study Backup 145

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. Amazon S3 is an object storage service that offers industry-leading scalability, data availability, security, and performance. aligned identity provider (IdP).

Data 108

Data AWS Groups Knowledge Base 108

CIO

OCTOBER 19, 2022

The answer is a robust cloud and modern IT infrastructure, which would allow 1,200 employees to collaborate with one another, amidst nationwide lockdowns and supply chain disruptions. Key to this multi-cloud infrastructure was flexibility, scalability, and security, upon which its integrated, intelligent systems were built on.

Infrastructure 147

Infrastructure Cloud Scalability Artificial Inteligence 147

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 119

Generative AI AWS Artificial Inteligence Innovation 119

AWS Machine Learning - AI

JANUARY 29, 2025

Large organizations often have many business units with multiple lines of business (LOBs), with a central governing entity, and typically use AWS Organizations with an Amazon Web Services (AWS) multi-account strategy. LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts.

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Generative AI Organization Enterprise Artificial Inteligence 81