Stackery

MARCH 26, 2019

Since there isn’t a dedicated serverless track, we built one for you. 2) Tell your boss and architects to grab a box lunch before the noon session and then put these two sessions on their calendars: These talks will let you understand the serverless landscape and engineer apps that work at scale. You’re not alone. Only time will tell!

Serverless 83

Serverless AWS Microservices DevOps 83

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 99

Generative AI AWS Artificial Inteligence Enterprise 99

AWS Machine Learning - AI

OCTOBER 11, 2024

However, managing cloud operational events presents significant challenges, particularly in complex organizational structures. 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.

Cloud 88

Cloud AWS Serverless Lambda 88

Palo Alto Networks

OCTOBER 22, 2024

According to the Unit 42 Cloud Threat Report : The rate of cloud migration shows no sign of slowing down—from $370 billion in 2021, with predictions to reach $830 billion in 2025—with many cloud-native applications and architectures already having had time to mature.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

Serverless 68

Serverless Azure AWS Architecture 68

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. Solution overview The following diagram illustrates the pipeline for the video insights and summarization engine.

Generative AI 98

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AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

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Serverless AWS Artificial Inteligence Big Data 100

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. This architecture can be used for demonstration purposes and testing with your own video recordings and prompts; however, it is not suitable for a production use.

Generative AI 97

Generative AI Video Analysis Technical Review 97

Stackery

NOVEMBER 21, 2019

This is my time to give back to the types of users who have inspired me ever since I entered the serverless space. The last few months have been a whirlwind, culminating in being named an AWS Serverless Hero. One such conference I attended and spoke at was Serverless Architecture Conference 2019 in Berlin, Germany.

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Serverless Conference Architecture AWS 9

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. The following diagram illustrates the solution architecture. You then display the top similar results.

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Serverless Artificial Inteligence Engineering Generative AI 112

Stackery

APRIL 15, 2020

Part of that involves shifting our approach to the monthly PDX Serverless Architecture meetups we typically host at the our office in downtown Portland. Our first virtual presenter for the meetup (April 21 starting at 6 PM PDT) is Andy Barnes, Software Engineer, and UX specialist. What is your background with serverless? .

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Serverless Virtualization AWS Course 71

Stackery

OCTOBER 14, 2019

re:Invent is more than a month away but there have already been some great guides for the event, and many of them focus on serverless. The Power of Serverless for Transforming Careers and Communities. Build observability into a serverless application SVS215-R. Leadership session: Containers and Serverless CON213-L.

Serverless 13

Serverless Lambda AWS Microservices 13

AWS Machine Learning - AI

NOVEMBER 22, 2023

In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart. An OpenSearch Serverless collection. Store the document embedding in OpenSearch Serverless.

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Artificial Inteligence Serverless Engineering Machine Learning 105

AWS Machine Learning - AI

OCTOBER 15, 2024

Public speaking is a critical skill in today’s world, whether it’s for professional presentations, academic settings, or personal growth. Using LLMs trained on extensive data, Amazon Bedrock generates curated speech outputs to enhance the presentation delivery. The following diagram shows our solution architecture.

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Generative AI Virtualization Technical Advisors AWS 113

Altexsoft

JULY 25, 2019

All these issues are addressed in the web application’s architecture. We’ll cover the basic concepts of any modern web application and explain how the architecture patterns may differ depending on the application you’re building. What is Web Application Architecture? Web application architecture following the three-tier pattern.

Architecture 41

Architecture Applications UI/UX Storage 41

Stackery

JULY 1, 2020

Information security & serverless applications. Relational databases like Aurora Serverless are an example of this. Sometimes the right architecture for an application involves managed services that predate modern infosec practices. Information security (infosec) is a broad field. Relational databases.

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Serverless AWS Authentication Lambda 72

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 74

CloudSphere

APRIL 16, 2025

However, this transition often presents significant challenges, particularly when it comes to understanding the complete picture of existing application environments. In today’s rapidly evolving IT landscape, organizations face mounting pressure to migrate their data centers to the cloud.

Cloud 52

Cloud Architecture Serverless Applications 52

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

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Serverless Lambda Development Microservices 59

Stackery

SEPTEMBER 30, 2019

Autumn in the Big Apple with a ton of serverless enthusiasts? If you have tickets to attend ServerlessConf, then you’re already pumped to hear about the creativity and focus serverless architecture unlocks for the presenters and attendees alike! Leveling Up in Serverless. Running a Serverless Insurance Company.

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Serverless Lambda Insurance AWS 9

Stackery

FEBRUARY 26, 2020

I wanted to share a fantastic talk from a recent Portland Serverless Architecture Meetup on AWS CloudFormation , how to get started, and how Stackery can help. Team Stackery has been hosting the PDX Serverless Architecture meetup at our Portland office since June of 2018, although the meetup began the year before.

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Serverless AWS Lambda Weak Development Team 59

Stackery

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical. It might seem like a serverless function just isn’t vulnerable to code injection. With interdependence between serverless resources, user input can come from unexpected angles. At first I wanted to describe how injection attacks can happen.

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Serverless Lambda Policies AWS 58

Stackery

FEBRUARY 11, 2019

Serverless has, for the last year or so, felt like an easy term to define: code run in a highly managed environment with (almost) no configuration of the underlying computer layer done by your team. Fair enough, but what is is a serverless application? Review: What’s a Lambda?

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Serverless Lambda AWS Software Review 53

AWS Machine Learning - AI

MARCH 7, 2025

The Mozart application rapidly compares policy documents and presents comprehensive change details, such as descriptions, locations, excerpts, in a tracked change format. In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline.

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Generative AI Technical Review Insurance Policies 77

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The following diagram summarizes the solution architecture and key components.

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Lambda Generative AI AWS Microservices 136

CIO

NOVEMBER 29, 2023

Architectural lock-in is when the application relies on multiple managed services from the cloud provider. Mergers and acquisition activity often leaves organizations with multi-cloud architectures, says Nag, and while CIOs typically want to consolidate, the cost is often too high to justify.

Cloud 187

Cloud Technical Review Software Review Systems Review 187

Progress

MARCH 21, 2021

As technology changes, learn how you can take advantage of the latest innovations and modernize legacy monoliths into agile, cloud-native architectures. The architecture of your application is critically important—it’s the foundation upon which current initiatives and future innovation depend.

Architecture 52

Architecture Technology Serverless Microservices 52

Altexsoft

JANUARY 14, 2021

We’ll review all the important aspects of their architecture, deployment, and performance so you can make an informed decision. Data warehouse architecture. The architecture of a data warehouse is a system defining how data is presented and processed within a repository. Traditional data warehouse architecture.

Backup 115

Backup Azure Software Review Architecture 115

AWS Machine Learning - AI

NOVEMBER 14, 2024

Architecture The following figure shows the architecture of the solution. Being serverless, it allows secure integration and deployment of generative AI capabilities without managing infrastructure. These features are presented in a web UI that was designed as a one-stop solution for our users.

Artificial Inteligence 97

Artificial Inteligence Generative AI Travel AWS 97

Apiumhub

JULY 21, 2022

The program covers industry conferences, essential techniques and technologies to address Web3 or how to approach a deployment using Serverless architecture. How Serverless Technologies Accelerate Our Digital Transformation, by Erik Ammerlaan. Thinking Serverless: From User Request to Serverless Solution, by James Beswick.

Technical Advisors 85

Technical Advisors Serverless Microservices Software Engineering 85

AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. The following diagram illustrates the conceptual architecture of an AI assistant with Amazon Bedrock IDE.

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Generative AI Applications Technical Review Software Review 94

Openxcell

JULY 25, 2023

Well, a web application architecture enables retrieving and presenting the desirable information you are looking for. Whether you are a seasoned developer, a creative designer, or a witty entrepreneur, understanding Web Application Architecture is paramount. And the importance of choosing the right architecture.

Architecture 52

Architecture Applications UI/UX Software Review 52

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. Serverless allows the developer to focus only on the code itself. The results of this engagement are presented from a tactical and strategic perspective. The New LAMP Stack: Serverless on AWS. Step 1: AWS User.

Serverless 45

Serverless PHP Applications Lambda 45

O'Reilly Media - Ideas

DECEMBER 5, 2018

Giving a Powerful Presentation , January 30. How to Give Great Presentations , February 7. Java Full Throttle with Paul Deitel: A One-Day, Code-Intensive Java Standard Edition Presentation , January 15. Developing Incremental Architecture , February 11-12. Microservices Architecture and Design , January 16-17.

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Course Artificial Inteligence Training Blockchain 111

AWS Machine Learning - AI

MARCH 3, 2025

Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance. This architecture supports processing an arbitrary number of images of varying sizes within a large context window of 128k tokens. License agreements are a critical decision factor when using open-weights models.

Insurance 83

Insurance AWS eCommerce Software Review 83

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. The numbering between the two figures indicates the data structure present at each point in the pipeline. 201% $12.2B

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Generative AI Systems Review Artificial Inteligence Software Review 73