AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

Knowledge Base 124

Knowledge Base Scalability Applications Generative AI 124

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 73

Serverless Architecture AWS Lambda 73

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

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

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 121

Artificial Inteligence AWS Programming Innovation 121

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

Blue Sentry

OCTOBER 4, 2023

AWS Event-Driven Architecture Overview Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. In this installment, I’ll be breaking down another common Cloud-native application architecture. AWS provides serverless compute in the form of AWS Lambda.

AWS 52

AWS Architecture Lambda Serverless 52

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 288

Serverless Cloud Scalability Architecture 288

AWS Machine Learning - AI

FEBRUARY 26, 2024

Our proposed architecture provides a scalable and customizable solution for online LLM monitoring, enabling teams to tailor your monitoring solution to your specific use cases and requirements. A modular architecture, where each module can intake model inference data and produce its own metrics, is necessary.

Artificial Inteligence 128

Artificial Inteligence AWS Lambda Metrics 128

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 272

Storage AWS Compliance Cloud 272

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 132

AWS Artificial Inteligence Generative AI Lambda 132

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 87

Microservices Architecture Lambda AWS 87

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 132

Generative AI AWS Artificial Inteligence Infrastructure 132

AWS Machine Learning - AI

NOVEMBER 21, 2024

The integrated approach and ease of use of Amazon Bedrock in deploying large language models (LLMs), along with built-in features that facilitate seamless integration with other AWS services like Amazon Kendra, made it the preferred choice. By using Claude 3’s vision capabilities, we could upload image-rich PDF documents.

AWS 63

AWS Lambda Generative AI Artificial Inteligence 63

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 120

Generative AI AWS Artificial Inteligence Technical Review 120

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 123

Generative AI AWS Lambda Technical Review 123

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 133

AWS Lambda Generative AI Report 133

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 114

Case Study Video Training Scalability 114

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 125

AWS Lambda Performance Artificial Inteligence 125

Perficient

AUGUST 8, 2024

What is AWS DLT? Distributed Load Testing on AWS helps you automate the testing of your software applications at scale and at load to identify bottlenecks before you release your application. The following AWS CloudFormation template is included, which you can download before deployment.

AWS 52

AWS Performance Applications Analysis 52

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 81

Lambda Microservices AWS Construction 81

AWS Machine Learning - AI

NOVEMBER 20, 2024

Solution overview The solution presented in this post responds automatically to email inquiries using the following solution architecture. Amazon S3 invokes an AWS Lambda function to synchronize the data source with the knowledge base. You can bootstrap the environment with cdk bootstrap aws://{ACCOUNT_NUMBER}/{REGION}.

Knowledge Base 107

Knowledge Base Artificial Inteligence Lambda AWS 107

Dzone - DevOps

OCTOBER 21, 2024

In this article, I will discuss building a sentiment analysis tool using AWS serverless capabilities and NLTK. I will be using AWS lambda to run sentiment analysis using the NLTK -vader library and AWS API Gateway to enable this functionality as an API. Before we dive in, ensure that you have the following:

Serverless 87

Serverless Analysis Lambda Technology 87

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 106

Serverless Architecture Applications Cloud 106

Perficient

AUGUST 8, 2024

Implementing AWS cross-account access is crucial to managing a secure and scalable cloud environment. Prerequisites Configuration Overview Best Practices Conclusion Prerequisites AWS Organizations: GlobalTech uses AWS Organizations with an organizational unit (OU) structure.

AWS 52

AWS Policies Lambda Compliance 52

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 128

Generative AI Artificial Inteligence AWS Machine Learning 128

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 337

Cloud Spyware AWS Malware 337

Dzone - DevOps

JULY 29, 2024

In this article, we'll walk through the process of creating and deploying a real-time AI-powered chatbot using serverless architecture. This approach not only streamlines development but also ensures scalability and cost-efficiency. Overview of the Project We'll be building a simple chatbot that interacts with users in real time.

Serverless 54

Serverless Architecture Lambda AWS 54

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 137

Generative AI AWS Artificial Inteligence Enterprise 137

CIO

DECEMBER 21, 2023

1 Moreover, the public cloud is easy to use and is extremely scalable. Many organizations rely on legacy security architectures to secure their cloud workloads. The latest advancements include: Real-time resource discovery enables native integration with AWS to automatically locate VPCs, subnets, and EC2 resources.

Cloud 243

Cloud Policies AWS Architecture 243

Perficient

JUNE 26, 2024

AWS ElastiCache is a service that improves web application performance by retrieving information from fast-managed in-memory caches. It is recommended if you want a highly scalable data store shared by multiple processes, applications, or servers or just as a caching layer. What is Caching? A cache is a temporary storage area.

AWS 52

AWS Applications Data Open Source 52

AWS Machine Learning - AI

SEPTEMBER 17, 2024

In this post, we demonstrate a solution using Amazon FSx for NetApp ONTAP with Amazon Bedrock to provide a RAG experience for your generative AI applications on AWS by bringing company-specific, unstructured user file data to Amazon Bedrock in a straightforward, fast, and secure way. Install the AWS Command Line Interface (AWS CLI).

Generative AI 86

Generative AI AWS Applications Serverless 86

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. The following diagram shows our solution architecture. Sonnet on Amazon Bedrock in your desired AWS Region.

Generative AI 122

Generative AI Virtualization Technical Advisors AWS 122

Blue Sentry

NOVEMBER 20, 2023

Transcript: Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. This simple concept encompasses all six pillars in the AWS well-architected framework. Let me first talk about what we are used to on-premise or data center architectures.

AWS 52

AWS Cloud Load Balancer Architecture 52

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 322

Cloud Company Disaster Recovery Software Engineering 322

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

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. In the following sections, we explain how to deploy this architecture.

Generative AI 120

Generative AI Lambda Applications AWS 120