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 110

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 90

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

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

Dzone - DevOps

FEBRUARY 26, 2024

The landscape of cloud computing has evolved dramatically over the last decade, culminating in the revolutionary concept of serverless computing. This approach to cloud services is rapidly reshaping how businesses deploy and scale applications, making serverless architectures a focal point of modern IT strategies.

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Serverless Scalability Applications Cloud 52

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

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

Dzone - DevOps

OCTOBER 14, 2023

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. While one is more of an architecture pattern and the other a deployment or implementation detail, when combined, they provide a scalable and efficient solution for modern applications.

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Serverless Architecture Scalability Applications 97

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

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

InfoQ Culture Methods

JUNE 15, 2022

Moving application workloads to multi- and hybrid cloud platforms causes more carbon dioxide emissions even though better scalability and performance. By Daniel Oh.

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Serverless Scalability Cloud Performance 88

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Netlify’s close integrations with data layer partners make it that much easier to add backend functionality to your applications, all while maintaining the familiar Netlify workflow teams love. So how are users building dynamic applications on the Jamstack ?

Technical Review 137

Technical Review Serverless Enterprise Software Review 137

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 117

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. For more information on how to manage model access, see Access Amazon Bedrock foundation models.

Generative AI 117

Generative AI AWS Artificial Inteligence Applications 117

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

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

APRIL 6, 2023

AWS machine learning services provide ready-made intelligence for your applications and workflows and easily integrate with your applications.

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Serverless AWS Machine Learning Artificial Inteligence 97

The Crazy Programmer

SEPTEMBER 25, 2023

Constant deployment that will keep applications updated. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy. It’s the serverless platform that will run a range of things with stronger attention on the front end. services for free.

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Serverless AWS Google Cloud Azure 180

AWS Machine Learning - AI

FEBRUARY 19, 2024

In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Therefore, a managed solution that handles these undifferentiated tasks could streamline and accelerate the process of implementing and managing RAG applications. Choose Next.

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Knowledge Base Artificial Inteligence Applications Lambda 112

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

OverOps

JUNE 11, 2019

Back then, many would have argued this was just another unbearable buzzword, but today many organizations are reaping the very real benefits of breaking down old monolithic applications, as well as seeing the very real challenges microservices can introduce. They promise to bring greater flexibility and easier scalability.

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Microservices Architecture Technical Review Development Team Review 236

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. Hopefully, you’ll know more after you read this post!

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Serverless Lambda AWS Software Review 75

DevOps.com

NOVEMBER 13, 2019

Traditional development methods for an online or downloadable app can take months, given the backend development aspects that need to be managed—infrastructure provisioning and management, security, scalability, consistency and more, particularly for companies that have users around the globe and potentially very high usage demands. […].

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Serverless Scalability Infrastructure Development 17

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers. ” Time will tell.

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Serverless Systems Review Storage Technical Review 179

AWS Machine Learning - AI

OCTOBER 31, 2024

The workflow includes the following steps: The process begins when a user sends a message through Google Chat, either in a direct message or in a chat space where the application is installed. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic.

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Generative AI Lambda Applications AWS 120

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. On the other hand, using serverless solutions from scratch can be time-consuming and require a lot of effort to set up and manage. You just want to move fast and only care about your business logic , right?

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Scalability AWS Authentication Open Source 98

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.

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Generative AI AWS Applications Artificial Inteligence 123

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. It’s a role that focuses on the deployment of automated applications, maintenance of IT and cloud infrastructure, and identifying the potential risks and benefits of new software and systems.

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Cloud Company Disaster Recovery Software Engineering 195

Dzone - DevOps

FEBRUARY 14, 2024

The landscape of software development is constantly evolving, with emerging technologies reshaping the way applications are built and deployed. Among the most notable trends gaining traction is serverless architecture , offering developers a paradigm shift in how they approach application development.

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Software Development Software Development Serverless 98

Stackery

APRIL 1, 2020

A good software design tool enables rapid visualization of application architectures, much like a virtual whiteboard. Security is a vital component of that scaffolding, starting at the design stage and extending through the application lifecycle. But what does this mean in practice? The Stackery Visual Canvas.

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Serverless AWS Architecture Infrastructure 71

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Performing Serverless Analytics in AWS Glue.

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AWS Serverless Lambda Microservices 105

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

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

Dzone - DevOps

JULY 8, 2024

Serverless computing has emerged as a transformative approach to deploying and managing applications. While the benefits are clear—scalability, cost efficiency, and performance—debugging serverless applications presents unique challenges.

Serverless 52

Serverless Lambda AWS Scalability 52

AWS Machine Learning - AI

OCTOBER 1, 2024

In this post, we discuss voice-guided applications. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. We also provide a sample chatbot application. The application is available in the accompanying GitHub repository. Specifically, we focus on chatbots.

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Serverless Artificial Inteligence AWS Software Review 82

The Crazy Programmer

SEPTEMBER 16, 2019

application. High scalability, sharding and availability with built-in replication makes it more robust. Scalability gives the developer an ability to easily add or remove as many machines as needed. It is serverless means there is no need to install, manage, initialize, configure and troubleshoot.

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Serverless Backup Scalability Business Intelligence 31

CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. What are they, how do they differ, and how do you decide which is best for your application? What is serverless? Serverless technology is a bit of a misnomer. Serverless technology is a bit of a misnomer.

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Serverless Applications Technical Review Microservices 52