AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

Generative AI 100

Generative AI Technical Review Software Review Systems Review 100

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.

Serverless 96

Serverless Architecture AWS Storage 96

OverOps

JUNE 11, 2019

Back then, many would have argued this was just another unbearable buzzword, but today many organizations are reaping the very real benefits of breaking down old monolithic applications, as well as seeing the very real challenges microservices can introduce. They promise to bring greater flexibility and easier scalability.

Microservices 236

Microservices Architecture Technical Review Development Team Review 236

DevOps.com

AUGUST 14, 2020

FaaS helps alleviate some of the administration and management issues related to serverless Creating distributed applications demands a thorough understanding of cloud infrastructures and architectures. The post FaaS: Evolving to a Truly Serverless Paradigm appeared first on DevOps.com.

Serverless 145

Serverless Microservices Architecture Infrastructure 145

CIO

DECEMBER 3, 2024

CIOs and other executives identified familiar IT roles that will need to evolve to stay relevant, including traditional software development, network and database management, and application testing. In software development today, automated testing is already well established and accelerating.

Technical Review 193

Technical Review CTO Coach How To Software Review 193

DevOps.com

MAY 27, 2021

Attracted by lower costs and less operational overhead, serverless computing is an unmistakable undercurrent in the world of DevOps. Developers are drawn to the innovation because it requires no architecture to manage while offering continuous scaling for anything from a few requests per day to hundreds of thousands of requests per second.

Serverless 144

Serverless DevOps Architecture Innovation 144

Stackery

APRIL 13, 2020

With additional audit capabilities, scoped IAM permissions, and secrets management for automated verification and deployment pipelines, Stackery helps teams scale serverless usage and accelerate modernization and innovation projects. The Speed of Serverless with Enterprise Security and Governance.

Continuous Delivery 141

Continuous Delivery Serverless Insurance AWS 141

AWS Machine Learning - AI

NOVEMBER 13, 2024

In this post, you will learn how to extract key objects from image queries using Amazon Rekognition and build a reverse image search engine using Amazon Titan Multimodal Embeddings from Amazon Bedrock in combination with Amazon OpenSearch Serverless Service. An Amazon OpenSearch Serverless collection.

AWS 115

AWS Engineering Serverless eCommerce 115

Dzone - DevOps

OCTOBER 14, 2023

First things first, Event-driven architecture. EDA and serverless functions are two powerful software patterns and concepts that have become popular in recent years with the rise of cloud-native computing. In this context, an event is defined as a change in state.

Serverless 97

Serverless Architecture Scalability Applications 97

Dzone - DevOps

APRIL 26, 2023

Serverless architecture has been gaining momentum in the past few years as a popular way of building and deploying applications. In this article, we will discuss the benefits of implementing serverless architecture in your CI/CD pipeline.

Serverless 96

Serverless Architecture Continuous Integration Testing 96

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. When we talk about " serverless ," it doesn't mean servers are absent.

Serverless 94

Serverless Architecture AWS Lambda 94

AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. Generative AI components provide functionalities needed to build a generative AI application. Each tenant has different requirements and needs and their own application stack.

Generative AI 113

Generative AI AWS Artificial Inteligence Enterprise 113

Netlify

FEBRUARY 18, 2021

This, along with the principles of a Jamstack architecture , where the user interface is compiled in advance, also enables improvements like atomic and immutable deploys. At Netlify, we believe that serverless functions have a huge part to play in supporting the development of modern web applications. Push to version control.

Serverless 125

Serverless Software Review Web Development Testing 125

CircleCI

NOVEMBER 7, 2022

This tutorial covers: Using the Jest framework to set up unit testing for a serverless application. The Serverless framework is an open-source framework written in Node.js It frees you from worrying about how to package and deploy the application to the cloud, so you can focus on your application logic.

Serverless 98

Serverless Testing Applications Lambda 98

Netlify

MAY 26, 2021

Why I migrated my dynamic sites to a serverless architecture. Moriel is a physicist turned software engineer turned systems architect, currently working on modernizing Wikipedia’s architecture. Like most web developers these days, I’ve heard of serverless applications and Jamstack for a while.

Serverless 107

Serverless Microservices Architecture Tools 107

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

O'Reilly Media - Ideas

JANUARY 14, 2025

Now the ball is in the application developers court: Where, when, and how will AI be integrated into the applications we build and use every day? We dont see a surge in repatriation, though there is a constant ebb and flow of data and applications to and from cloud providers. Finally, ETL grew 102%.

Trends 132

Trends Technology Security Artificial Inteligence 132

Apiumhub

SEPTEMBER 10, 2023

This is the introductory post in a two-part series, exploring the world of Serverless and Edge Runtime. The main focus of this post will be Serverless, while the second one will focus on an alternative, newer approach in the form of Edge Computing. Scalability Of course, going serverless is not only for small projects.

Serverless 101

Serverless .Net Architecture AWS 101

Dzone - DevOps

DECEMBER 7, 2023

The rise of serverless computing has transformed the way applications are built and deployed, offering unparalleled scalability, reduced infrastructure management, and improved cost efficiency.

Serverless 105

Serverless Performance Tools Scalability 105

AWS Machine Learning - AI

OCTOBER 29, 2024

Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times. AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers.

Generative AI 110

Generative AI Video Engineering Artificial Inteligence 110

TechCrunch

OCTOBER 4, 2021

IaC can be used for any type of cloud workload or architecture, but it is a necessity for anyone building on the modern cloud. This is especially true for modern cloud architectures such as serverless applications, containerized applications running Kubernetes, AI/ML and more.

Software Review 247

Software Review Infrastructure DevOps Data Center 247

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. 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 126

Knowledge Base Scalability Applications Generative AI 126

Dzone - DevOps

DECEMBER 18, 2023

The most popular use case in current IT architecture is moving from Serverfull to Serverless design. There are cases where we might need to design a service in a Serverfull manner or move to Serverfull as part of operational cost. In this article, we will be showing how to run Kumologica flow as a docker container.

Serverless 97

Serverless Lambda Azure AWS 97

Dzone - DevOps

FEBRUARY 11, 2025

In recent years, cloud-native applications have become the go-to standard for many businesses to build scalable applications. Among the many advancements in cloud technologies, serverless architectures stand out as a transformative approach.

Serverless 81

Serverless AWS Architecture Scalability 81

Perficient

MARCH 10, 2025

If so, youre already benefiting from a powerful, globally optimized platform designed for modern web applications. Fluid Compute is Vercels next-generation execution model, blending the best of serverless and traditional compute. Are you using Vercel to supercharge your Sitecore experience? What is Vercel Fluid Compute?

Performance 52

Performance Serverless Scalability Comparison 52

TechCrunch

DECEMBER 13, 2022

An open source package that grew into a distributed platform, Ngrok aims to collapse various networking technologies into a unified layer, letting developers deliver apps the same way regardless of whether they’re deployed to the public cloud, serverless platforms, their own data center or internet of things devices.

Firewall 240

Firewall Serverless Internet Load Balancer 240

AWS Machine Learning - AI

JANUARY 22, 2025

We explain the end-to-end solution workflow, the prompts needed to produce the transcript and perform security analysis, and provide a deployable solution architecture. You will capture detail about the applications being launched, websites accessed, files accessed or updated. ASSUMPTION: The administrator closes the Paint application.

Generative AI 110

Generative AI Video Analysis Technical Review 110

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. Choose Users in the navigation pane, and navigate to the support user.

Knowledge Base 105

Knowledge Base Generative AI Technical Review Lambda 105

AWS Machine Learning - AI

SEPTEMBER 3, 2024

From deriving insights to powering generative artificial intelligence (AI) -driven applications, the ability to efficiently process and analyze large datasets is a vital capability. That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help.

Serverless 116

Serverless AWS Artificial Inteligence Big Data 116

AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

Knowledge Base 127

Knowledge Base Artificial Inteligence Applications Lambda 127

AWS Machine Learning - AI

OCTOBER 11, 2024

It can be extended to incorporate additional types of operational events—from AWS or non-AWS sources—by following an event-driven architecture (EDA) approach. The solution is designed to be fully serverless on AWS and can be deployed as infrastructure as code (IaC) by usingf the AWS Cloud Development Kit (AWS CDK).

Cloud 97

Cloud AWS Serverless Lambda 97

OverOps

MAY 28, 2019

SRE Classroom: How to Design a Reliable Application in Three Hours. Lessons in Debugging Serverless Architecture. Technically , this session is part of O’Reilly’s Software Architecture Conference, but we thought it was worth including in case any of you bought tickets to both conferences. Tuesday | 1:30pm–5pm.

Serverless 189

Serverless Conference Fractional CTO Architecture 189

AWS Machine Learning - AI

APRIL 3, 2024

With cosine similarity, you can measure the orientation between two vectors, which makes it a good choice for some specific semantic search applications. You can also generate smaller dimensions to optimize for speed and performance Amazon OpenSearch Serverless – It is an on-demand serverless configuration for OpenSearch Service.

Serverless 131

Serverless Artificial Inteligence Engineering Generative AI 131

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. While serverless brings immense benefits to businesses, it’s important not to rush into it.

Serverless 75

Serverless Lambda Architecture AWS 75

AWS Machine Learning - AI

NOVEMBER 6, 2024

To address these challenges, Hearst’s CCoE team recognized the need to quickly create a scalable, self-service application that could empower the business units with more access to updated CCoE best practices and patterns to follow. Steven has been AWS Professionally certified for over 8 years.

Generative AI 111

Generative AI Government Technical Review Innovation 111

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

Serverless 94

Serverless Lambda Data AWS 94