Xebia

OCTOBER 25, 2024

How does Serverless help? This allows you to use a Lambda function to use business logic to decide whether the call can be performed. Conclusion Real-world examples help illustrate our options for serverless technology. Based on those questions, you might pivot your solution’s architecture. And I am not!

Serverless 130

Serverless Technical Review Lambda AWS 130

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.

Serverless 109

Serverless Microservices Architecture Tools 109

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

NOVEMBER 26, 2024

Given the increasing need for efficient and cost-effective AI solutions, we present a serverless read-through caching blueprint that uses repeated data patterns. In essence, the read-through semantic cache isn’t just a go-between; it’s a strategic tool for optimizing system performance based on the specific demands of different applications.

Artificial Inteligence 113

Artificial Inteligence Serverless Lambda Generative AI 113

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

Stackery

APRIL 13, 2020

To me, serverless represents a movement towards specializing in providing best-in-class infrastructure so developers can spend less time thinking about virtual machines or containers and more time focussing on the hard work of designing, developing, and delivering distributed applications that operate on the public internet. What’s New? .

Serverless 98

Serverless Software Review AWS Infrastructure 98

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.

Serverless 245

Serverless Enterprise Microservices Open Source 245

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. It’s built on serverless services (API Gateway / Lambda) and provides the same functionality as the CLI tool pcluster.

AWS 147

AWS Performance Storage Linux 147

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

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

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 is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies.

Knowledge Base 102

Knowledge Base Serverless Applications Generative AI 102

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

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. The following diagram illustrates the solution architecture. You then display the top similar results.

Serverless 110

Serverless Artificial Inteligence Engineering Generative AI 110

Dzone - DevOps

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 92

AWS Performance Applications Cloud 92

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 100

Serverless AWS Artificial Inteligence Big Data 100

Apiumhub

JULY 7, 2020

If you remember my article about Software Architecture Quality Attributes , you know that we have been conducting a survey to find out key software architecture metrics that leading companies and software architects use. As quality of a software’s architecture is essential, yet very difficult to apprehend and measure.

Metrics 94

Metrics Architecture Research Software 94

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

AWS 130

AWS Strategy Serverless Microservices 130

TechCrunch

MARCH 9, 2021

“We think Capsule’s value will lie in its exceptional user experience, quality, performance, ease of use and high quality engineering that draws on advanced technologies such as TIC and IPFS without saddling bloat,” he says. Kobeissi’s original concept for Capsule, meanwhile, was to create self-hosting microservices.

Media 246

Media Social Blockchain USP 246

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. In his talk, he introduces the practical side, by explaining how ZGC achieves this performance and showing how you can start using it with your own code.

Conference 185

Conference Serverless Weak Development Team DevOps 185

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.

Serverless 86

Serverless Scalability Cloud Performance 86

James Shore

MAY 31, 2021

Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture. This is a decidedly unfashionable approach to system architecture. Programmers, Operations. They serve 1.3

System Architecture 94

System Architecture Architecture Systems Review System 94

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. Let’s review some key components of Jamstack architecture. The short answer is our database partners can help!

Technical Review 137

Technical Review Serverless Enterprise Software Review 137

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

O'Reilly Media - Ideas

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. An OpenSearch Serverless collection. A SageMaker execution role with access to OpenSearch Serverless.

Artificial Inteligence 105

Artificial Inteligence Serverless Engineering Generative AI 105

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 117

AWS Lambda Performance Artificial Inteligence 117

DevOps.com

DECEMBER 6, 2022

Organizations are increasingly using distributed tracing to monitor their complex, microservice-based architectures. Microservices and serverless applications can grow exponentially, which makes observing them at scale very challenging.

Microservices 135

Microservices Serverless Architecture Applications 135

AWS Machine Learning - AI

OCTOBER 21, 2024

However, by using various AWS services, you can quickly deploy a serverless solution to edit images. Amazon Bedrock is serverless, so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure.

Serverless 83

Serverless Applications Lambda AWS 83

AWS Machine Learning - AI

APRIL 23, 2024

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. This approach aligns with the Operational Excellence pillar, which emphasizes performing operations as code.

Knowledge Base 116

Knowledge Base Scalability Applications Generative AI 116

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. Whether that means implementing cloud-based policies, deploying patches and updates, or analyzing network performance, these IT pros are skilled at navigating virtualized environments.

Cloud 195

Cloud Company Disaster Recovery Software Engineering 195

Dzone - DevOps

MARCH 17, 2023

Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. While both tools offer serverless computing, they differ regarding use cases, operational boundaries, runtime resource allocations, price, and performance.

Lambda 98

Lambda Serverless AWS Microservices 98

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 75

Serverless Artificial Inteligence AWS Software Review 75

AWS Machine Learning - AI

NOVEMBER 13, 2024

Amazon Titan FMs provide customers with a breadth of high-performing image, multimodal, and text model choices, through a fully managed API. The following diagram illustrates the solution architecture: The steps of the solution include: Upload data to Amazon S3 : Store the product images in Amazon Simple Storage Service (Amazon S3).

AWS 101

AWS Engineering Serverless eCommerce 101

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Prompt chaining is performed with Amazon Bedrock for these prompts. See AWS CDK bootstrapping for more details.

Generative AI 114

Generative AI Virtualization Technical Advisors AWS 114

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

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 73

Serverless Microservices Lambda IoT 73

CIO

DECEMBER 3, 2024

AI is impacting everything from writing requirements, acceptance definition, design and architecture, development, releasing, and securing,” Malagodi says. An outside source is likely to provide a more unvarnished view on performance and career development, he says. Mentors are crucial to your success,” he says.

Technical Review 193

Technical Review CTO Coach How To Software Review 193