AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. This solution relies on the AWS Well-Architected principles and guidelines to enable the control, security, and auditability requirements. AI delivers a major leap forward.

Generative AI 117

Generative AI AWS Lambda Technical Review 117

AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

AWS 126

AWS Lambda Generative AI Report 126

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 126

Generative AI AWS Artificial Inteligence Infrastructure 126

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 118

Generative AI AWS Groups Artificial Inteligence 118

TechCrunch

FEBRUARY 6, 2023

You either need: Experienced developers to maintain architectural integrity, maintainability and licensing considerations, or A cloud platform built to adapt to the changing landscape and build, migrate and manage cloud applications. Until you get those, here are some best practices for getting started.

Infrastructure 246

Infrastructure Cloud Minimum Viable Product Weak Development Team 246

Dzone - DevOps

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. AWS offers various serverless services, with AWS Lambda being one of the most prominent. Scalability: Serverless services automatically scale with the application's needs.

Serverless 84

Serverless Architecture AWS Lambda 84

AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. It lets you orchestrate multiple steps in the pipeline.

AWS 125

AWS Artificial Inteligence Generative AI Lambda 125

AWS Machine Learning - AI

JULY 31, 2024

Amazon Web Services (AWS) is committed to supporting the development of cutting-edge generative artificial intelligence (AI) technologies by companies and organizations across the globe. Let’s dive in and explore how these organizations are transforming what’s possible with generative AI on AWS.

Artificial Inteligence 115

Artificial Inteligence AWS Programming Innovation 115

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Or if you have an existing landing zone with AWS Transit Gateway, do you already plan to replace it with VPC Lattice? You can also use AWS PrivateLink to inter-connect your VPCs across accounts.

AWS 130

AWS Load Balancer Microservices Lambda 130

AWS Machine Learning - AI

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. The AI-native technology stack illustrated in the architecture diagram has two key components: Cohere language models and a Weaviate vector database.

Generative AI 131

Generative AI AWS Artificial Inteligence Enterprise 131

Dzone - DevOps

JUNE 21, 2023

Microservices architecture is becoming increasingly popular as it enables organizations to build complex, scalable applications by breaking them down into smaller, independent services. This approach offers several benefits, including improved modularity, scalability, and flexibility, as well as easier management and maintenance.

Microservices 95

Microservices Architecture Lambda AWS 95

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

AWS 120

AWS Lambda Performance Artificial Inteligence 120

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. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures.

Generative AI 102

Generative AI AWS Artificial Inteligence Enterprise 102

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Enterprises and SMEs, all share a common objective for their cloud infra – reduced operational workloads and achieve greater scalability.

Serverless 174

Serverless Cloud Scalability Architecture 174

Cloudera

DECEMBER 4, 2024

But now AWS customers will gain more flexibility, data utility, and complexity, supporting the modern data architecture. For example: An AWS customer using Cloudera for hybrid workloads can now extend analytics workflows to Snowflake, gaining deeper insights without moving data across infrastructures.

AWS 90

AWS Analytics Scalability Cloud 90

AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

Generative AI 122

Generative AI Artificial Inteligence AWS Machine Learning 122

CIO

NOVEMBER 8, 2023

1 The rapid migration to the public cloud comes with numerous benefits, such as scalability, cost-efficiency, and enhanced collaboration. In many cases, organizations adopt legacy network security solutions and architectures to secure these cloud workloads that often fail to provide complete security coverage. Operational costs.

Cloud 203

Cloud Spyware AWS Malware 203

TechCrunch

MARCH 1, 2022

. “While we were [at PagerDuty], we saw all of these companies with microservices or distributed architectures — and they’re all struggling with this concept of service ownership and owning services,” Laban told me. ” The answer to this problem, Laban argues, is automation. Image Credits: OpsLevel.

Microservices 219

Microservices Development DevOps AWS 219

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

Generative AI 114

Generative AI AWS Artificial Inteligence Technical Review 114

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. Cloud-native architecture has opened up new avenues for developers, bringing individual components out of monolithic server configurations and making them readily available as consumable services. Here’s why.

Serverless 107

Serverless Architecture Applications Cloud 107

Dzone - DevOps

AUGUST 15, 2023

When used to construct microservices, AWS Lambda provides a route to craft scalable and flexible cloud-based applications. AWS Lambda supports code execution without server provisioning or management, rendering it an appropriate choice for microservices architecture.

Lambda 92

Lambda Microservices AWS Construction 92

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 84

AWS Generative AI Technical Review Artificial Inteligence 84

Datavail

AUGUST 4, 2021

As an AWS Advanced Consulting Partner , Datavail has helped countless companies move their analytics tools to Amazon Web Services. Below, we’ll go over the benefits of migrating to AWS cloud analytics, as well as some tips and tricks we can share from our AWS cloud migrations. The Benefits of Analytics on AWS Cloud.

AWS 98

AWS Technical Review Analytics Development Team Review 98

AWS Machine Learning - AI

DECEMBER 23, 2024

To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural pattern, which integrates dense embeddings to ground AI outputs in relevant context. Lettria provides an accessible way to integrate GraphRAG into your applications.

Generative AI 116

Generative AI Artificial Inteligence AWS Knowledge Base 116

AWS Machine Learning - AI

MARCH 15, 2024

In addition to Amazon Bedrock, you can use other AWS services like Amazon SageMaker JumpStart and Amazon Lex to create fully automated and easily adaptable generative AI order processing agents. In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda.

Generative AI 130

Generative AI Lambda AWS Artificial Inteligence 130

CIO

AUGUST 26, 2024

Many organizations spin up infrastructure in different locations, such as private and public clouds, without first creating a comprehensive architecture. This enables customers with all the advantages of AWS, and a common set of storage features that enables streamlined management and seamless data mobility capabilities across locations.

Storage 167

Storage AWS Compliance Cloud 167

TechCrunch

JANUARY 24, 2023

Digital twins — virtual representations of actual systems — have become an important component in how engineers and analysts build, visualize and operate AI projects, network security and other complicated architectures that might have a number of components working (or malfunctioning as the case may be) in tandem.

Network 248

Network Enterprise Technology Architecture 248

Altexsoft

MAY 20, 2020

IoT architecture layers. The list of top five fully-fledged solutions in alphabetical order is as follows : Amazon Web Service (AWS) IoT platform , Cisco IoT , Google Cloud IoT , IBM Watson IoT platform , and. AWS IoT Platform: the best place to build smart cities. AWS IoT infrastructure. Source: AWS. AWS IoT Core.

IoT 141

IoT Azure AWS Transportation 141

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills.

Generative AI 118

Generative AI AWS Applications Artificial Inteligence 118

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. In short, Booster is a Low-Code TypeScript framework that allows you to quickly and easily create a backend application in the cloud that is highly efficient, scalable, and reliable. WTF is Booster?

Scalability 98

Scalability AWS Authentication Open Source 98

AWS Machine Learning - AI

SEPTEMBER 26, 2024

To accelerate iteration and innovation in this field, sufficient computing resources and a scalable platform are essential. In this post, we share an ML infrastructure architecture that uses SageMaker HyperPod to support research team innovation in video generation.

Case Study 109

Case Study Video Training Scalability 109

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. Cloud software engineer Cloud software engineers are tasked with developing and maintaining software applications that run on cloud platforms, ensuring they are built to be scalable, reliable, and agile.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

Confluent

SEPTEMBER 19, 2023

Discover the top 5 best practices for building event-driven architectures using Confluent and AWS Lambda. Learn how to optimize your architecture for scalability, reliability, and performance.

Lambda 69

Lambda Architecture AWS Scalability 69

TechCrunch

NOVEMBER 1, 2021

In other words, the company manages construction infrastructure in what it says is an effort to free up real estate developers to focus on things like land acquisition, sales and marketing and architecture. To make residential construction more scalable. The end goal?

Construction 248

Construction Real Estate Recruiting Energy 248

CIO

MAY 26, 2023

The certification exam covers topics such as threats, attacks, vulnerabilities, risk management, architecture and design, technology and tools, cryptography and PKI, and identity and access management. AWS is a widely adopted platform at companies both large and small, making it a smart choice for your resume. Careers, Certifications

SCRUM 187

SCRUM AWS Project Management Serverless 187

Crunchbase News

APRIL 9, 2024

Lightbulb moment Most enterprise applications are built like elephants: Giant databases, high CPU machines, an inside data center, blocking architecture, heavy contracts and more. You can get infrastructure as code with the click of a button and create a distributed architecture that makes sense for your business.

Architecture 97

Architecture Enterprise How To Weak Development Team 97

OverOps

APRIL 23, 2019

Amazon Web Services (AWS) was the cloud service being most frequently adopted and quickly adapted to become completely enterprise-enabled. This allowed AWS to grow its revenues and market share substantially. This ensures that your hybrid cloud architecture can have the same security standards as those of the public cloud architecture.

Cloud 189

Cloud Data Center Architecture AWS 189