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.

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Serverless Architecture Scalability Applications 97

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 124

Serverless Software Review Web Development Testing 124

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 106

Serverless Microservices Architecture Tools 106

Martin Fowler

MARCH 5, 2019

In my recent client engagement, I foresaw that serverless architecture was a perfect fit. The idea of adopting serverless architecture, though, didn’t fly to our client well due to the fear of vendor lock-in. Let’s have a look into an example of building an event-driven architecture. generic cloud usage.

Technical Review 41

Technical Review Serverless Systems Review Retail 41

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 120

Generative AI Lambda Applications AWS 120

AWS Machine Learning - AI

OCTOBER 11, 2024

Some examples of AWS-sourced operational events include: AWS Health events — Notifications related to AWS service availability, operational issues, or scheduled maintenance that might affect your AWS resources. The following diagram illustrates the solution architecture.

Cloud 95

Cloud AWS Serverless Microservices 95

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.

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Serverless .Net Architecture AWS 101

Linux Academy

JUNE 4, 2019

What is serverless framework? The Serverless Framework is an open-source project that replaces traditional platforms (hardware, operating systems) with a platform that can run in a cloud environment. Serverless is beneficial as it lets you focus on delivering a product, rather than managing typical IT problems. Why use it?

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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. These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies.

Generative AI 107

Generative AI Video Engineering Artificial Inteligence 107

OverOps

MAY 28, 2019

Plus, learn how to: Adopt a practice that’s ready for chaos engineering Incorporate different levels of experiments to learn about various weaknesses Learn from real-world examples and see the concepts of chaos engineering in action. Lessons in Debugging Serverless Architecture. Wednesday, June 12, 2019 | 9am–10:30am.

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Serverless Conference Fractional CTO Architecture 189

Stackery

APRIL 11, 2019

Lately, I’ve seen some talk about an architectural pattern that I believe will become prevalent in the near future. I first heard about this pattern a few years ago at a ServerlessConf from a consultant who was helping a “big bank” convert to serverless. DynamoDB Tables and Aurora Serverless Databases).

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Serverless Lambda AWS Banking 104

AWS Machine Learning - AI

MARCH 14, 2025

For example, your agent could take screenshots, create and edit text files, and run built-in Linux commands. Invoke the agent with a user query that requires computer use tools, for example, What is Amazon Bedrock, can you search the web? The following diagram illustrates the solution architecture.

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AWS Generative AI Linux Groups 128

AWS Machine Learning - AI

JANUARY 22, 2025

The following graphic is a simple example of Windows Server Console activity that could be captured in a video recording. 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.

Generative AI 106

Generative AI Video Analysis Technical Review 106

Dzone - DevOps

FEBRUARY 11, 2025

Among the many advancements in cloud technologies, serverless architectures stand out as a transformative approach. Ease-of-use and efficiency are the two most desirable properties for modern application development, and serverless architectures offer these.

Serverless 81

Serverless AWS Architecture Scalability 81

AWS Machine Learning - AI

NOVEMBER 7, 2024

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. API Gateway is serverless and hence automatically scales with traffic. The component groups are as follows.

Generative AI 109

Generative AI AWS Enterprise Artificial Inteligence 109

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

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Serverless Lambda AWS Systems Review 109

CircleCI

MAY 7, 2020

There has been a lot of talk in recent years about architectures that are specifically designed to evolve or more easily adapt to change. Outside of the youngest of projects, it’s unlikely that you can describe the architecture that you have with any simple one-liner. Design architecture to solve problems.

Architecture 131

Architecture Software Review Software Technical Review 131

AWS Machine Learning - AI

MARCH 13, 2025

For example, MaestroQA offers sentiment analysis for customers to identify the sentiment of their end customer during the support interaction, enabling MaestroQAs customers to sort their interactions and manually inspect the best or worst interactions. For example, Can I speak to your manager?

Generative AI 107

Generative AI CTO Coach AWS Artificial Inteligence 107

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 117

Generative AI AWS Artificial Inteligence Applications 117

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. The only way to manage this complexity is with IaC.

Software Review 247

Software Review Infrastructure DevOps Data Center 247

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.

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Serverless Lambda Architecture AWS 75

TechCrunch

JUNE 1, 2022

Today, thanks to the cloud, microservices, distributed applications, global scale, real-time data and deep learning, new database architectures have emerged to solve for new performance requirements. Image Credits: Venrock. 20 years ago, you had one option: A relational database. We now have different systems for fast reads and fast writes.

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Serverless Enterprise Microservices Open Source 245

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.

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Serverless Lambda Data AWS 94

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 122

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.

Serverless 110

Serverless AWS Artificial Inteligence Big Data 110

Dzone - DevOps

JUNE 5, 2023

In modern architecture, most of the system has some component of Asynchronous computing. Popular Examples of such applications are Video Streaming Services, where you stream the packet of data and then render it on client applications, Popular messaging applications, or any of the collaboration tools. What Is Event-Driven Architecture?

Architecture 71

Architecture Serverless Technology Video 71

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 Serverless applications are distributed by design, so good code coverage is vital, and should include unit testing. Set up the serverless framework.

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Serverless Testing Applications Lambda 98

O'Reilly Media - Ideas

JANUARY 14, 2025

Well no longer have to say explain it to me as if I were five years old or provide several examples of how to solve a problem step-by-step. Interest in Data Lake architectures rose 59%, while the much older Data Warehouse held steady, with a 0.3% Usage of material about Software Architecture rose 5.5% Finally, ETL grew 102%.

Trends 130

Trends Technology Security Artificial Inteligence 130

AWS Machine Learning - AI

OCTOBER 29, 2024

Through code examples and step-by-step guidance, we demonstrate how you can seamlessly integrate this solution into your Amazon Bedrock application, unlocking a new level of visibility, control, and continual improvement for your generative AI applications. However, some components may incur additional usage-based costs.

Generative AI 106

Generative AI Applications AWS Knowledge Base 106

Perficient

NOVEMBER 6, 2024

Unlike custom API architectures, JSON API provides rules for how resources are fetched and manipulated over HTTP. Microservices and Serverless Architectures: Modern applications are moving towards distributed systems such as microservices and serverless architectures. What is JSON API?

eCommerce 52

eCommerce Microservices Technology Mobile 52

AWS Machine Learning - AI

NOVEMBER 22, 2023

SageMaker JumpStart is ideally suited for generative AI use cases for FinServ customers because it offers the following: Customization capabilities – SageMaker JumpStart provides example notebooks and detailed posts for step-by-step guidance on domain adaptation of foundation models. An OpenSearch Serverless collection.

Artificial Inteligence 116

Artificial Inteligence Serverless Engineering Machine Learning 116

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

AWS Machine Learning - AI

MARCH 20, 2025

Lets look at an example solution for implementing a customer management agent: An agentic chat can be built with Amazon Bedrock chat applications, and integrated with functions that can be quickly built with other AWS services such as AWS Lambda and Amazon API Gateway. Give the project a name (for example, crm-agent ).

Generative AI 104

Generative AI Systems Review System Lambda 104

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. The following diagram provides a detailed view of the architecture to enhance email support using generative AI.

Knowledge Base 95

Knowledge Base Generative AI Technical Review Lambda 95

TechCrunch

MARCH 9, 2021

Last year , for example, Dfinity launched a proof of concept for an ‘open’ version of the professional social network, LinkedIn — which it punningly called ‘LinkedUp’ It went on to demo a TikTok clone — and to open TIC up to outside developers last summer.

Media 246

Media Social Blockchain USP 246

O'Reilly Media - Ideas

MAY 19, 2020

In our AI adoption in the enterprise survey , for example, we had close to a 50/50 split between North America and the rest of the world. It’s likely that most respondents lack complete visibility into and across their organizations; in a large enterprise, for example, few if any people have this kind of panoptic view.

Cloud 144

Cloud Microservices Serverless Survey 144

Apiumhub

JULY 7, 2020

If you remember my article about Software Architecture Quality Attributes , you know that we have been conducting a survey to find out key software architecture metrics that leading companies and software architects use. As quality of a software’s architecture is essential, yet very difficult to apprehend and measure.

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Metrics Architecture Research Software 94