O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

Serverless 52

Serverless Lambda AWS Architecture 52

AWS Machine Learning - AI

MAY 17, 2024

With prompt chaining, you construct a set of smaller subtasks as individual prompts. The application uses event-driven architecture (EDA), a powerful software design pattern that you can use to build decoupled systems by communicating through events. Visit Serverless Land for more Step Functions workflows.

Generative AI 123

Generative AI Artificial Inteligence Systems Review Software Review 123

Tandem

SEPTEMBER 12, 2023

Microservice architecture has been a hot topic in the realm of software development for a while now. It’s often portrayed as a revolutionary method for constructing software systems that are scalable, adaptable, and efficient. However, like any technology, it has its strengths and weaknesses.

Microservices 52

Microservices Architecture Weak Development Team Serverless 52

CloudGeometry

FEBRUARY 7, 2022

Behind the curtain, selling essentially the same software to different users and companies, again and again, relies on a distinct product architecture: secure multi-tenancy. Tenant isolation is the keystone of the SaaS architecture, holding it all together and keeping it up and running. Let’s take a closer look.

Architecture 130

Architecture Policies Resources Construction 130

CloudGeometry

MARCH 3, 2022

Second, there is no one-size-fits-all SaaS architecture (the second principle is a corollary of the first). The challenge is to build common ground between business and architecture so as to translate business assumptions into critical technical solution inputs. First, SaaS is a business strategy, not a technology strategy.

Metrics 130

Metrics Architecture Cloud Strategy 130

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

Xebia

AUGUST 29, 2023

In a well-architected microservice architecture, there is a good chance this is true. However, if you are coming from an AWS Lambda based serverless setup that scales to zero, VPC Lattice does add a significant fixed minimum cost to your bill. However, it does have consequences. The answer is: maybe.

AWS 130

AWS Load Balancer Microservices Lambda 130

Xebia

JULY 20, 2023

What exacerbates the sense of chaos is the fact that everything is in flux and only a few foundational constructs are considered stable. The no-brainer equivalent on the server is (ironically) serverless computing, specifically FaaS. What Does Serverless Wasm Look Like? What Makes It a No-Brainer? A Working Example 1.

Serverless 100

Serverless Software Review Technical Review Systems Review 100

CIO

JUNE 13, 2023

The world of locking doors and protecting physical access is left to locksmiths, carpenters, and construction managers. Reliable computing Trustworthy systems have always been the goal for developers but lately some high-profile events are convincing some IT managers that better architectures and practices are necessary.

Innovation 218

Innovation Artificial Inteligence Weak Development Team Airlines 218

AWS Machine Learning - AI

JUNE 21, 2024

Solution overview eSentire customers expect rigorous security and privacy controls for their sensitive data, which requires an architecture that doesn’t share data with external large language model (LLM) providers. The following diagram visualizes the architecture diagram and workflow.

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Serverless 109

AWS Machine Learning - AI

MARCH 7, 2024

The following diagram provides a simplified view of the solution architecture and highlights the key elements. Constructs a request payload for the Amazon Bedrock InvokeModel API. He is a technology enthusiast and a builder with a core area of interest on generative AI, serverless, and DevOps.

AWS 124

AWS Lambda Generative AI Report 124

Cloudera

JANUARY 17, 2024

It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions. Target architecture: connecting the pieces The key to insightful Grafana dashboards is having access to relevant application metrics.

Metrics 106

Metrics Authentication Report Construction 106

Palo Alto Networks

JANUARY 25, 2021

At Palo Alto Networks, our team is committed to delivering comprehensive Cloud Workload Protection capabilities across the cloud native continuum – securing hosts, containers and Kubernetes, and serverless functions – both at runtime and across the application lifecycle. Industry-Wide Need for Integrated Tools. Kubernetes Cluster Awareness.

Cloud 97

Cloud Serverless Compliance Policies 97

AWS Machine Learning - AI

OCTOBER 31, 2024

By implementing this architectural pattern, organizations that use Google Workspace can empower their workforce to access groundbreaking AI solutions powered by Amazon Web Services (AWS) and make informed decisions without leaving their collaboration tool. In the following sections, we explain how to deploy this architecture.

Generative AI 111

Generative AI Lambda Applications AWS 111

AWS Machine Learning - AI

SEPTEMBER 26, 2024

In many generative AI applications built on proprietary technical document libraries, these concerns can be addressed by using the RAG architecture. This architecture combines a general-purpose large language model (LLM) with a customer-specific document database, which is accessed through a semantic search engine.

Artificial Inteligence 94

Artificial Inteligence Generative AI Knowledge Base AWS 94

AWS Machine Learning - AI

NOVEMBER 6, 2024

The solution we explore consists of two main components: a Python application for the UI and an AWS deployment architecture for hosting and serving the application securely. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users.

Generative AI 109

Generative AI AWS Artificial Inteligence Applications 109

Netlify

APRIL 13, 2021

Along with the proposal for Distributed Persistent Rendering (DPR) , this release represents the first step forward in a significant evolution of the Jamstack architecture to support larger websites and faster development cycles—across any JavaScript framework. On-demand Builders are configured using Netlify’s serverless functions.

Software Review 97

Software Review Serverless Architecture Construction 97

Apiumhub

NOVEMBER 6, 2023

with a lot of new features like view transitions, faster-rendering performance, SSR enhancements for serverless, and optimized build output, which we will cover later in the article. Astro fully embraces this Island architecture and it divides the user interface (UI) into smaller, isolated components known as “Astro Islands.”

Architecture 95

Architecture Web Development Performance Serverless 95

AWS Machine Learning - AI

JUNE 18, 2024

In the third step, you can use extracted text and data to construct meaningful enhancements for these documents. AWS architecture The following figure illustrates the extended architecture of the sample system and explains how you can use AWS services to integrate the end-to-end process.

Generative AI 107

Generative AI Artificial Inteligence AWS Technical Review 107

Palo Alto Networks

FEBRUARY 19, 2021

DevOps, which governs the testing, security and deployment of software, is now increasingly constructing tool sets based on cloud computing models. . – Workflow agility : Instead of achieving perfect final products, an agile methodology looks at short, rapid iterations in the software development process.

Enterprise 79

Enterprise Cloud Serverless Infrastructure 79

Stackery

AUGUST 15, 2019

Engineers have an overarching goal of using these skills to construct experiences that enable end-users to complete a task successfully and they hope to provide enjoyment and comfort along the way. Solving the hardest software problems we face usually means adopting the best architectural patterns available.

Software Engineering 49

Software Engineering Engineering Software Serverless 49

O'Reilly Media - Ideas

SEPTEMBER 1, 2021

FaunaDB is a distributed document database designed for serverless architectures. Time crystals are a theoretical construct that has a structure that constantly changes but repeats over time, without requiring additional energy. Google may have created the first time crystals in a quantum computer.

Trends 126

Trends Wireless Research IoT 126

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. The following figure illustrates the core architecture for the NLQ capability.

AWS 117

AWS Lambda Performance Artificial Inteligence 117

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

Generative AI 108

Generative AI Artificial Inteligence Data AWS 108

Altexsoft

SEPTEMBER 11, 2019

If the language is an ABC, a framework can be thought of as a phrasebook, allowing you to construct sentences and communicate. The name of a framework is read as English “view”, and it corresponds to the traditional Model- View -Controller (MVC) architecture. Model View Controller architecture. focuses the view layer by default.

Weak Development Team 19

Weak Development Team Programming UI/UX MVC 19

Confluent

MAY 9, 2019

Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture. Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless. The most challenging goal of any application architecture is simplicity, but it is possible to achieve. Out of the Tar Pit, 2006. Business function.

Microservices 94

Microservices Metrics Systems Review Architecture 94

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

Artificial Inteligence 122

Artificial Inteligence Generative AI AWS Load Balancer 122

Capgemini

DECEMBER 10, 2020

This utilizes AWS Step Functions to sequence AWS Lambda Functions in a serverless way. The planning and construction took longer than building a standard, non-configurable venue, but the payoff is a space that adapts to various needs – without having to build a whole new theater for each. It’s pretty cool, and clean.

Analytics 52

Analytics Cloud AWS Serverless 52

Modus Create

OCTOBER 1, 2019

Ionic 4 web components retain native-like platform UX, allowing engineers the freedom to construct layouts instead of worrying about inconsistencies. Cloudflare Workers make serverless computing effortless, blurring the line between front-end and back-end development. This stack also narrows down the technical scope.

UI/UX 14

UI/UX Serverless Lambda Performance 14

Netflix Tech

SEPTEMBER 29, 2022

One of the things that make Timestone different from other priority queues is its support for a construct we call exclusive queues  — this is a means to mark chunks of work as non-parallelizable, without requiring any locking or coordination on the consumer side; everything is taken care of by the exclusive queue in the background.

System 88

System Off-The-Shelf Serverless Fashion 88

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. It can generate and explain code snippets for UI and backend tiers in the language of your choice to improve developer productivity and facilitate rapid development of use cases.

Generative AI 84

Generative AI Artificial Inteligence Applications Knowledge Base 84

Honeycomb

MARCH 5, 2024

I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). We will use SAM template substitution to take care of the correct value for <region> For the correct value of <architecture> , the default value that SAM sets is x86_64. telemetry.go:86","msg":"Setting

Lambda 52

Lambda AWS Data Serverless 52

AWS Machine Learning - AI

NOVEMBER 21, 2024

Architecture overview Because of the need to provide access to proprietary information, it was decided early that the prototype would use RAG. The architecture is centered around a native AWS serverless backend, which ensures minimal maintenance and high availability together with fast development.

AWS 62

AWS Lambda Generative AI Artificial Inteligence 62

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. The workflow of the solution uses the following steps. _validate_tools(tools) _output_parser = output_parser or cls._get_default_output_parser()

Artificial Inteligence 97

Artificial Inteligence Generative AI Travel AWS 97

Netlify

OCTOBER 1, 2020

Mapping to our theme for the conference, the Jamstack is not just an architecture for static sites, it’s changing the way we deliver software via the web. Finalists: FaunaDB , a global serverless database that rethinks the client-server relationship. Jamstack web app of the year. Eleventy , a simpler static site generator.

Serverless 44

Serverless Social Open Source Construction 44

AWS Machine Learning - AI

JUNE 5, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the AWS tools without having to manage any infrastructure.

Technical Review 107

Technical Review Artificial Inteligence Generative AI Systems Review 107

Mike Roberts

NOVEMBER 16, 2017

However one of the joys of Lambda, and Serverless in general, is the automatic and vast scaling capabilities it gives us. Even better for deployment-architecture-oriented folks?—?Lambda Furthermore the way Lambda scales gives us a set of architectural points to consider when we’re building components this way. it just happens.

Lambda 52

Lambda Software Review AWS Serverless 52