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.

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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

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

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.

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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.

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Serverless Architecture AWS Lambda 94

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.

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Serverless AWS Architecture Scalability 81

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.

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Serverless Software Review Web Development Testing 124

AWS Machine Learning - AI

NOVEMBER 18, 2024

Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. Amazon Bedrock also offers a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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Knowledge Base Serverless Applications Generative AI 109

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.

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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.

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Serverless Microservices Architecture Tools 106

AWS Machine Learning - AI

NOVEMBER 26, 2024

Additionally, the growing demand for AI-powered applications has led to a high volume of calls to these LLMs, potentially exceeding budget constraints and creating financial pressures for organizations. This post presents a strategy for optimizing LLM-based applications.

Artificial Inteligence 120

Artificial Inteligence Serverless Lambda Generative AI 120

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.

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Serverless Generative AI Google Cloud Technical Review 130

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 100

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.

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Serverless Performance Tools Scalability 105

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. Use the new.zip file to manually deploy the application in Amplify.

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Serverless Applications Lambda AWS 93

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

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 125

Knowledge Base Artificial Inteligence Applications Lambda 125

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.

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Serverless Lambda Azure AWS 97

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 123

Knowledge Base Scalability Applications Generative AI 123

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.

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Firewall Serverless Internet Load Balancer 240

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.

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Serverless Conference Fractional CTO Architecture 189

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.

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Serverless AWS Artificial Inteligence Big Data 113

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.

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Serverless Artificial Inteligence Engineering Generative AI 129

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

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning.

Generative AI 116

Generative AI AWS Artificial Inteligence Applications 116

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

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

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

Erik Bernhardsson

NOVEMBER 30, 2021

I think new higher level tools will let us focus on building application code and not worry about the underlying infrastructure. Kubernetes has been this interesting trend in the last few years on what I think is still essentially an inevitable march towards a fully “serverless” world, whatever that means to you.

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Cloud AWS Weak Development Team Serverless 351

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. Migration: Many companies start their cloud modernization journey by migrating existing applications and workloads to the cloud.

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AWS Strategy Serverless Microservices 130

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.

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Serverless Enterprise Microservices Open Source 245

CIO

MAY 8, 2024

Serverless data integration The rise of serverless computing has also transformed the data integration landscape. According to a recent forecast by Grand View Research, the global serverless computing market is expected to reach a staggering $21.4 billion by 2025. This can impact performance for infrequently used integrations.

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Innovation Artificial Inteligence Data Serverless 153

Dzone - DevOps

JUNE 5, 2023

In modern architecture, most of the system has some component of Asynchronous computing. Any application which you see has one versus other Asynchronous communications. What Is Event-Driven Architecture?

Architecture 71

Architecture Serverless Technology Video 71

Netlify

OCTOBER 11, 2024

Discover the power and benefits of serverless architecture: build scalable, efficient, and cost-effective applications while offloading infrastructure management.

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Serverless Architecture Development Scalability 56

Dzone - DevOps

JULY 30, 2024

With the introduction of serverless computing , businesses can build and deploy applications much faster. Serverless architectures offload routine tasks from developers and let them focus on app building. They offer scalable, flexible, and cost-effective solutions that eliminate the need to manage servers.

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Serverless Applications Scalability Architecture 52

AWS Machine Learning - AI

NOVEMBER 22, 2023

You can follow these resources for fine-tuning, domain adaptation, and instruction of foundation models or to build RAG-based applications. We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. An OpenSearch Serverless collection.

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Artificial Inteligence Serverless Engineering Generative AI 120