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

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. Continuous monitoring of Azure resources is essential to ensure optimal performance and availability.

Azure 88

Azure Analysis Cloud Resources 88

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

AWS Machine Learning - AI

MARCH 4, 2025

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. This scalability allows for more frequent and comprehensive reviews.

Generative AI 98

Generative AI Technical Review Software Review Systems Review 98

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. Step Functions is a reliable way to coordinate components and step through the functions of your application.

Generative AI 78

Generative AI AWS Technical Review Backup 78

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 106

Serverless AWS Artificial Inteligence Big Data 106

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. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 103

Generative AI Video Engineering Artificial Inteligence 103

Apiumhub

DECEMBER 9, 2024

Serverless SQL Pools for On-Demand Querying Synapse includes serverless SQL pools for ad-hoc querying of data stored in Azure Data Lake without requiring dedicated compute resources. This is designed for large-scale data storage, query optimization, and analytics. When Should You Use Azure Synapse Analytics?

Azure 89

Azure Analytics Storage Machine Learning 89

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 117

Serverless Artificial Inteligence Engineering Generative AI 117

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.

Serverless 89

Serverless Scalability Cloud Performance 89

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 104

Generative AI AWS Enterprise Artificial Inteligence 104

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.

Serverless 94

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?

Serverless 109

Serverless Lambda AWS Systems Review 109

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 This can impact performance for infrequently used integrations.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

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

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.

Serverless 179

Serverless Systems Review Storage Technical Review 179

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Each partner has a supported integration path to make it easier for teams to have a performant backend layer with their Jamstack site on Netlify. Pre-compile as much of the frontend as possible for performance and scalability.

Technical Review 136

Technical Review Serverless Enterprise Software Review 136

AWS Machine Learning - AI

OCTOBER 31, 2024

Consider also expanding the assistant’s capabilities through function calling, to perform actions on behalf of users, such as scheduling meetings or initiating workflows. Performance optimization The serverless architecture used in this post provides a scalable solution out of the box.

Generative AI 116

Generative AI Lambda Applications AWS 116

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!

Serverless 75

Serverless Lambda AWS Software Review 75

OverOps

DECEMBER 18, 2018

Observability and Responsibility for Serverless. Some might think that when you go serverless, it means that there’s no need to think about operating or debugging your systems. Java 11 introduced the Z Garbage Collector (ZGC), a new JDK garbage collector designed for low latency and high scalability. The Z Garbage Collector.

Conference 185

Conference Serverless Weak Development Team DevOps 185

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?

Scalability 98

Scalability AWS Authentication Open Source 98

AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. CBRE, in parallel, completed UAT testing to confirm it performed as expected.

AWS 122

AWS Lambda Performance Artificial Inteligence 122

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. On the Agents page, you’ll notice a new agent called car-parts-agent.

Lambda 120

Lambda Enterprise Automotive Knowledge Base 120

AWS Machine Learning - AI

OCTOBER 29, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Generative AI 102

Generative AI Applications AWS Knowledge Base 102

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

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. However, some smart people like Adam swear by it so I should keep an open mind.

Serverless 52

Serverless Lambda AWS Scalability 52

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

AWS Machine Learning - AI

MARCH 20, 2025

The Lambda function performs the actions by calling the JIRA API or database with the required parameters provided from the agent. The solutions scalability and flexibility allow organizations to seamlessly integrate advanced AI capabilities into existing applications, databases, and third-party systems.

Generative AI 98

Generative AI Systems Review System Lambda 98

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.

AWS 105

AWS Serverless Lambda Microservices 105

The Crazy Programmer

SEPTEMBER 16, 2019

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. Scalability gives the developer an ability to easily add or remove as many machines as needed. Schema created in this is powerful and flexible.

Serverless 31

Serverless Backup Scalability Business Intelligence 31

Stackery

OCTOBER 14, 2019

re:Invent is more than a month away but there have already been some great guides for the event, and many of them focus on serverless. The Power of Serverless for Transforming Careers and Communities. Build observability into a serverless application SVS215-R. Leadership session: Containers and Serverless CON213-L.

Serverless 13

Serverless Lambda AWS Microservices 13

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 69

Generative AI CTO Coach AWS Artificial Inteligence 69

AWS Machine Learning - AI

NOVEMBER 6, 2024

By using Streamlit and AWS services, data scientists can focus on their core expertise while still delivering secure, scalable, and accessible applications to business users. The AWS deployment architecture makes sure the Python application is hosted and accessible from the internet to authenticated users.

Generative AI 113

Generative AI AWS Artificial Inteligence Applications 113

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.

Generative AI 79

Generative AI Organization Enterprise Artificial Inteligence 79

AWS Machine Learning - AI

MARCH 14, 2025

This capability enables Anthropics Claude models to identify whats on a screen, understand the context of UI elements, and recognize actions that should be performed such as clicking buttons, typing text, scrolling, and navigating between applications. He is passionate about building scalable software solutions that solve customer problems.

AWS 102

AWS Generative AI Linux Groups 102

Stackery

APRIL 7, 2020

Stackery’s secure serverless platform for AWS offers teams a key resource to help realize the promise of serverless – by automating otherwise complex infrastructure processes, we enable you to leverage the massive suite of AWS tools and services with minimal management overhead. Stackery’s serverless platform helps teams: .

Serverless 66

Serverless Development AWS Architecture 66

DevOps.com

MAY 10, 2023

In this week’s #TheLongView: Amazon Prime Video has ditched its use of microservices-cum-serverless, reverting to a traditional, monolithic architecture. It vastly improved the workload’s cost and scalability. The post Microservices Sucks — Amazon Goes Back to Basics appeared first on DevOps.com.

Microservices 98

Microservices Serverless Scalability Architecture 98