AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Generative AI 118

Generative AI Technical Review Software Review Systems Review 118

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. You can access your imported custom models on-demand and without the need to manage underlying infrastructure. The following diagram illustrates the end-to-end flow.

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since 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.

Generative AI 99

Generative AI AWS Technical Review Backup 99

Dzone - DevOps

SEPTEMBER 17, 2020

By this point most enterprises, including those running on legacy infrastructures, are familiar with the benefits of serverless computing : Greater scalability. Faster development. More efficient deployment. Lower cost.

Serverless 119

Serverless Programming Scalability Agile 119

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

Dzone - DevOps

AUGUST 5, 2024

In the digital revolution, where bytes fly faster than thoughts, one concept is bringing a paradigm shift in the tech cosmos: serverless computing. Server maintenance, scalability issues, and huge infrastructure costs can all be part of our nightmares. This is where serverless computing can be a game-changer.

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Serverless Hardware Scalability Games 97

Dzone - DevOps

JUNE 3, 2024

This article is an optimized transcription of an interview with our engineer on Amazon ElastiCache Serverless. Specifically, we help optimize and improve infrastructures, ensuring their scalability, reliability, and security. It provides comprehensive answers about this service, why it is needed, and when it is best to be used.

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Serverless DevOps Scalability Engineering 95

AWS Machine Learning - AI

SEPTEMBER 3, 2024

However, managing the complex infrastructure required for big data workloads has traditionally been a significant challenge, often requiring specialized expertise. 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 117

Kaseya

AUGUST 7, 2020

A major expense that most modern businesses incur is IT infrastructure costs. In fact, based on data in the Spiceworks 2020 State of IT report , hardware and software infrastructure costs are typically about 29% of the IT budget. Switch to Serverless Computing. of revenue. Move from VMs to Containerization.

Infrastructure 128

Infrastructure Serverless Hardware Budget 128

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.

Serverless 105

Serverless Performance Tools Scalability 105

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. These components form how businesses can scale, optimize and secure their cloud infrastructure.

Azure 88

Azure Analysis Cloud Resources 88

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. AWS CloudFormation support For organizations building RAG applications, it’s important to provide efficient and effective operations and consistent infrastructure across different environments.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. However, it can be challenging to protect cloud-native applications that leverage serverless functions like AWS Lambda, Google Cloud Functions, and Azure Functions and Azure App Service. What is serverless?

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Serverless Architecture Applications Cloud 107

TechCrunch

NOVEMBER 16, 2021

PlanetScale , the serverless database company founded by the co-creators of the Vitess opensource project that powers YouTube, today announced that it has raised a $50 million Series C funding round led by Kleiner Perkins. ’ I think serverless is picking that up and it’s accelerating. .’

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Serverless Enterprise Cloud Course 228

Prisma Clud

NOVEMBER 22, 2024

Better Together — Palo Alto Networks and AWS By combining the power of advanced cloud security solutions by Palo Alto Networks and the scalable cloud infrastructure by AWS, organizations can confidently navigate the complexities of cloud security. Drive Innovation – Focus on innovation while knowing your AWS environment is protected.

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough.

Generative AI 114

Generative AI Government Technical Review Innovation 114

Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. Pulumi SDK Provides Python libraries to define and manage infrastructure. Backend State Management Stores infrastructure state in Pulumi Cloud, AWS S3, or locally.

AWS 52

AWS Infrastructure Lambda Load Balancer 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.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

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. Xebia has vast experience supporting customers in assessing their existing infrastructure and aligning on the best approach for their modernization journey.

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AWS Strategy Serverless Microservices 130

Palo Alto Networks

OCTOBER 22, 2024

As organizations transition from traditional, legacy infrastructure to virtual cloud environments, they face new, dare we say bold, challenges in securing their digital assets. However, with the rapid adoption of cloud technologies comes an equally swift evolution of cybersecurity threats.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

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

Perficient

MARCH 10, 2025

Vercel Fluid Compute is a game-changer, optimizing workloads for higher efficiency, lower costs, and enhanced scalability perfect for high-performance Sitecore deployments. Fluid Compute is Vercels next-generation execution model, blending the best of serverless and traditional compute. What is Vercel Fluid Compute?

Performance 52

Performance Serverless Scalability Comparison 52

TechCrunch

DECEMBER 13, 2022

Ask Alan Shreve why he founded Ngrok , a service that helps developers share sites and apps running on their local machines or servers, and he’ll tell you it was to solve a tough-to-grok (pun fully intended) infrastructure problem he encountered while at Twilio. Ngrok’s ingress is [an] application’s front door,” Shreve said.

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Firewall Serverless Internet Load Balancer 240

AWS Machine Learning - AI

APRIL 9, 2025

Semantic routing offers several advantages, such as efficiency gained through fast similarity search in vector databases, and scalability to accommodate a large number of task categories and downstream LLMs. However, it also presents some trade-offs. seconds.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

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. […].

Serverless 17

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.

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Serverless Systems Review Storage Technical Review 179

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

Dzone - DevOps

APRIL 6, 2023

And, if you add Serverless to the mix, well, that's just icing on the cake, because now you can build scalable and cost-effective solutions without having to worry about the backend infrastructure.

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Serverless AWS Artificial Inteligence Machine Learning 97

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

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Serverless on AWS AWS GovCloud (US) Generative AI on AWS About the Authors Nick Biso is a Machine Learning Engineer at AWS Professional Services.

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Artificial Inteligence Open Source AWS Serverless 67

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. The full code of the demo is available in the GitHub repository.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Pre-compile as much of the frontend as possible for performance and scalability. Allow the browser to access or process data at runtime using APIs — this could be client-side calls, serverless functions, your own backend, or a third-party service.

Technical Review 135

Technical Review Serverless Enterprise Software Review 135

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.

Serverless 52

Serverless Scalability Applications Cloud 52

AWS Machine Learning - AI

JANUARY 22, 2025

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

Network 111

Network Artificial Inteligence Machine Learning Serverless 111

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

AWS Machine Learning - AI

JANUARY 29, 2025

With all that provided as a service, you can think of Amazon Bedrock Knowledge Bases as a fully managed and serverless option to build powerful conversational AI systems using RAG. This centralized operating model promotes consistency, governance, and scalability of generative AI solutions across the organization.

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Generative AI Organization Enterprise Artificial Inteligence 98

CIO

DECEMBER 22, 2023

After marked increase in cloud adoption through the pandemic, enterprises are facing new challenges, namely around the security, maintenance, and management of cloud infrastructure. Cloud systems administrator Cloud systems administrators are charged with overseeing the general maintenance and management of cloud infrastructure.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195