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. 70B-Instruct ), offer different trade-offs between performance and resource requirements. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 132

Generative AI Artificial Inteligence AWS Technical Review 132

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.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

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 117

Serverless AWS Artificial Inteligence Big Data 117

Dzone - DevOps

JUNE 7, 2023

What Does Serverless Computing Do? Serverless computing is an execution model in which the cloud provider acts as the server and manages the resource allocation dynamically. It is scalable and charged based on how much resources are consumed (pay-as-you-go-model), which can help in reducing capital expenses.

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Serverless Cloud Scalability Resources 96

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets integration with Azure Synapse Analytics enhances protection by securely storing and dealing with connection strings and credentials, permitting Azure Synapse to enter external data resources without exposing sensitive statistics. Resource Group: Select an existing resource group or create a new one for your workspace.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. 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

CIO

DECEMBER 20, 2024

Azures growing adoption among companies leveraging cloud platforms highlights the increasing need for effective cloud resource management. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments. Automation helps optimize resource allocation and minimize operational inefficiencies.

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. Cost Optimization – Well-Architected guidelines assist in optimizing resource usage, using cost-saving services, and monitoring expenses, resulting in long-term viability of generative AI projects.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

Prisma Clud

NOVEMBER 22, 2024

Unmanaged cloud resources, human error, misconfigurations and the increasing sophistication of cyber threats, including those from AI-powered applications, create vulnerabilities that can expose sensitive data and disrupt business operations. virtual machines, containers, Kubernetes, serverless applications and open-source software).

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

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?

Serverless 107

Serverless Architecture Applications Cloud 107

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

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. Multiple documents are processed in batches while endpoints are active, maximizing resource utilization.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

AWS Machine Learning - AI

NOVEMBER 6, 2024

Deploy the AWS CDK template Complete the following steps to deploy the AWS CDK template: From your terminal, bootstrap the AWS CDK: cdk bootstrap Deploy the AWS CDK template, which will create the necessary AWS resources: cdk deploy Enter y (yes) when asked if you want to deploy the changes. The deployment process may take 5–10 minutes.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

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

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

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

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.

Firewall 240

Firewall Serverless Internet Load Balancer 240

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. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 135

Serverless Artificial Inteligence Engineering Generative AI 135

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

JANUARY 29, 2025

A centralized model may introduce bottlenecks that slow down time-to-market, so organizations need to adequately resource the team with sufficient personnel and automated processes to meet the demand from various LOBs efficiently. Failure to scale the team can negate the governance benefits of a centralized approach.

Generative AI 98

Generative AI Organization Enterprise Artificial Inteligence 98

AWS Machine Learning - AI

APRIL 9, 2025

Such a virtual assistant should support users across various business functions, such as finance, legal, human resources, and operations. This hybrid approach combines the scalability and flexibility of semantic search with the precision and context-awareness of classifier LLMs. However, it also presents some trade-offs.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

Dzone - DevOps

APRIL 6, 2023

However, the process of building and training machine learning models can be a daunting task, requiring significant investments of time, resources, and expertise. The field of machine learning has advanced considerably in recent years, enabling us to tackle complex problems with greater ease and accuracy.

Serverless 97

Serverless AWS Artificial Inteligence Machine Learning 97

Stackery

SEPTEMBER 3, 2019

That’s right, while you were avoiding the back-to-school rush at Office Depot, cutting the crusts off PB&Js, and taking the layers out of mothballs (confession: I have never seen let alone used a single mothball), Serverless Summer School began winding down and is now over for the season. SSS: Serverless Confidence, AWS Proficiency.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

AWS Machine Learning - AI

MARCH 20, 2025

Cost Amazon Bedrock in SageMaker Unified Studio doesnt incur separate charges, but you will be charged for the individual AWS services and resources utilized within the service. You only pay for the Amazon Bedrock resources you use, without minimum fees or upfront commitments.

Generative AI 116

Generative AI Systems Review System Lambda 116

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.

Serverless 75

Serverless Lambda Architecture AWS 75

Palo Alto Networks

OCTOBER 22, 2024

This marked the beginning of cloud computing's adolescence (with some early “terrible twos” no doubt) revolutionizing how businesses access and utilize computing resources. Cloud platforms offer dynamic and distributed resources that can rapidly scale, introducing new attack surfaces and security challenges.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

OCTOBER 31, 2024

An AWS account and an AWS Identity and Access Management (IAM) principal with sufficient permissions to create and manage the resources needed for this application. Google Chat apps are extensions that bring external services and resources directly into the Google Chat environment.

Generative AI 123

Generative AI Lambda Applications AWS 123

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

Serverless 91

Serverless Artificial Inteligence AWS Software Review 91

AWS Machine Learning - AI

OCTOBER 29, 2024

Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. Although the implementation is straightforward, following best practices is crucial for the scalability, security, and maintainability of your observability infrastructure.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. The following diagram illustrates the solution architecture.

AWS 134

AWS Generative AI Linux Groups 134

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

The Crazy Programmer

SEPTEMBER 25, 2023

It’s the serverless platform that will run a range of things with stronger attention on the front end. Even though Vercel mainly focuses on front-end applications, it has built-in support that will host serverless Node.js This is the serverless wrapper made on top of AWS. features in a free tier. services for free.

Serverless 180

Serverless AWS Google Cloud Azure 180

Stackery

APRIL 1, 2020

While a serverless focus might be justified by improving the overall speed and efficiency of your development workflow, security needs to remain a core element at every step. But serverless design also involves a shift in thinking and the daunting challenge of leveraging the massive suite of AWS tools and services.

Serverless 71

Serverless AWS Architecture Infrastructure 71

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrocks broad choice of FMs from leading AI companies, along with its scalability and security features, made it an ideal solution for MaestroQA. Its serverless architecture allowed the team to rapidly prototype and refine their application without the burden of managing complex hardware infrastructure.

Generative AI 113

Generative AI CTO Coach AWS Artificial Inteligence 113

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. After deployment, the AWS CDK CLI will output the web application URL.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. Scalability, Limits, and Restrictions. React upon a given schedule, Handle resource lifecycle events, . Azure Functions. Google Cloud.

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Serverless Lambda Cloud Azure 70