Dzone - DevOps

FEBRUARY 17, 2023

SaaS applications are the new normal nowadays, and software providers are looking to transform their applications into a Software As a Service application. For this, the only solution is to build a multi-tenant architecture SaaS application.

Architecture 80

Architecture AWS Applications Software 80

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 120

Generative AI Lambda Applications AWS 120

Xebia

SEPTEMBER 24, 2024

AWS offers a range of security services like AWS Security Hub, AWS GuardDuty, Amazon Inspector, Amazon Macie etc. This post will dive into how we can monitor these AWS Security services and build a layered security approach, emphasizing the importance of both prevention and detection.

AWS 130

AWS Lambda Firewall Policies 130

Xebia

OCTOBER 23, 2024

Region Evacuation with static anycast IP approach Welcome back to our comprehensive "Building Resilient Public Networking on AWS" blog series, where we delve into advanced networking strategies for regional evacuation, failover, and robust disaster recovery. Find the detailed guide here.

AWS 130

AWS Network Software Review Lambda 130

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

Xebia

MAY 2, 2023

The question quite simple: How can we manage K8s infrastructure and applications using one codebase and high level programming languages? In the coming paragraphs we will identify how we can write Infrastructure as Code (IaC) as well as the K8s workload definition for an application that will be deployed on AWS.

AWS 130

AWS Infrastructure Applications Construction 130

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

Generative AI 124

Generative AI AWS Applications Artificial Inteligence 124

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. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker.

Generative AI 108

Generative AI AWS Artificial Inteligence Enterprise 108

CIO

NOVEMBER 23, 2022

Enterprise architecture definition Enterprise architecture (EA) is the practice of analyzing, designing, planning, and implementing enterprise analysis to successfully execute on business strategies. Making it easier to evaluate existing architecture against long-term goals.

Architecture 319

Architecture Enterprise Agile Artificial Inteligence 319

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

Tenable

FEBRUARY 13, 2024

Cybersecurity teams often struggle with securing cloud-native applications, which are becoming increasingly popular with developers. The good news is that deploying these applications on a serverless architecture can make it easier to protect them. Here’s why. What is serverless? How can serverless help?

Serverless 106

Serverless Architecture Applications Cloud 106

AWS Machine Learning - AI

MAY 14, 2024

An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF). The interplay between Generative AI and human input paves the way for more accurate and responsible applications. We used this feedback to finetune the model deployed on Amazon Bedrock to power the chat-bot.

Generative AI 110

Generative AI Artificial Inteligence AWS Applications 110

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 117

Generative AI AWS Groups Artificial Inteligence 117

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training. The post is co-written with Michael Shaul and Sasha Korman from NetApp.

Generative AI 86

Generative AI AWS Applications Serverless 86

AWS Machine Learning - AI

NOVEMBER 22, 2024

AWS recommends using AWS IAM Identity Center when you have a large number of users in order to achieve a seamless user access management experience for multiple Amazon Q Business applications across many AWS accounts in AWS Organizations.

Applications 73

Applications AWS Authentication Generative AI 73

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In this post, we set up the custom solution for observability and evaluation of Amazon Bedrock applications.

Generative AI 105

Generative AI Applications AWS Knowledge Base 105

AWS Machine Learning - AI

NOVEMBER 13, 2024

Recognizing this need, we have developed a Chrome extension that harnesses the power of AWS AI and generative AI services, including Amazon Bedrock , an AWS managed service to build and scale generative AI applications with foundation models (FMs). The following diagram illustrates the architecture of the application.

Generative AI 116

Generative AI AWS Lambda Authentication 116

Perficient

JUNE 26, 2024

AWS ElastiCache is a service that improves web application performance by retrieving information from fast-managed in-memory caches. The cache is used for reading purposes only, which can access your application data promptly. The cache is used for reading purposes only, which can access your application data promptly.

AWS 52

AWS Applications Data Open Source 52

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

Dzone - DevOps

OCTOBER 28, 2024

We have seen multiple examples and use cases of building a low code API using Kumologica and running it on AWS lambda and on Azure function. In this article, we will be taking through the build and deployment of a simple hello world service Docker container inside AWS Elastic Container Service (ECS) Fargate.

AWS 73

AWS Lambda Azure Architecture 73

AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 110

Artificial Inteligence Applications Knowledge Base Generative AI 110

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

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 laid the groundwork for understanding the essentials that underpin the forthcoming discussions.

AWS 147

AWS Network Load Balancer Software Review 147

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. There's no idle capacity because billing is based on the actual amount of resources consumed by an application.

Serverless 73

Serverless Architecture AWS Lambda 73

AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation.

AWS 104

AWS Artificial Inteligence Generative AI Machine Learning 104

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

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 68

AWS Performance Applications Cloud 68

AWS Machine Learning - AI

APRIL 16, 2024

Customers are building generative AI applications using large language models (LLMs) and other foundation models (FMs), which enhance customer experiences, transform operations, improve employee productivity, and create new revenue channels. FMs and the applications built around them represent extremely valuable investments for our customers.

Generative AI 132

Generative AI AWS Artificial Inteligence Infrastructure 132

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 124

Knowledge Base Scalability Applications Generative AI 124

AWS Machine Learning - AI

OCTOBER 21, 2024

Generative AI adoption among various industries is revolutionizing different types of applications, including image editing. However, by using various AWS services, you can quickly deploy a serverless solution to edit images. Image editing is used in various sectors, such as graphic designing, marketing, and social media.

Serverless 90

Serverless Applications Lambda AWS 90

RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

Microservices 53

Microservices AWS Architecture Applications 53

CIO

OCTOBER 13, 2022

As part of their partnership, IBM and Amazon Web Services (AWS) are pursuing a variety of industry-specific blueprints and solutions designed to help customers modernize apps for a hybrid IT environment, which includes AWS Cloud. AWS/IBM’s Industry Edge.

AWS 266

AWS Industry Disaster Recovery Technical Review 266

CIO

OCTOBER 22, 2024

The company’s recently announced plans to provide deep, seamless connectivity from Oracle Cloud Infrastructure to AWS , after similar announcements for Microsoft Azure and Google Cloud, have raised eyebrows. Tiffany further explains that multicloud is generally just a more complicated form of hybrid cloud.

Strategy 314

Strategy AWS Cloud Data Center 314

AWS Machine Learning - AI

OCTOBER 24, 2024

In this post, we set up an agent using Amazon Bedrock Agents to act as a software application builder assistant. Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multistep tasks. Additionally, agents streamline workflows and automate repetitive tasks.

Generative AI 91

Generative AI Artificial Inteligence Applications Knowledge Base 91

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

Blue Sentry

OCTOBER 20, 2023

Transcript: 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. In this installment, I’ll be breaking down another common Cloud-native application architecture.

AWS 52

AWS Applications Cloud Architecture 52

CIO

AUGUST 26, 2024

This approach enhances the agility of cloud computing across private and public locations—and gives organizations greater control over their applications and data. Public and private cloud infrastructure is often fundamentally incompatible, isolating islands of data and applications, increasing workload friction, and decreasing IT agility.

Storage 267

Storage AWS Compliance Cloud 267