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Leveraging Serverless and Generative AI for Image Captioning on GCP

Xebia

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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How a Serverless Architecture Can Help You Secure Cloud-Native Applications

Tenable

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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Innovative data integration in 2024: Pioneering the future of data integration

CIO

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.

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High-performance computing on AWS

Xebia

How does High-Performance Computing on AWS differ from regular computing? With common compute resources most (serial) computing challenges can be solved. For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. Why HPC and cloud are a good fit?

AWS 147
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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

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.

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Serverless Cloud – Why you should consider going serverless?

Trigent

serverless. This paved the way for application containers where instead of creating separate instances of the OS for each application, they just made secure spaces for them to run while broadly sharing the OS resources. Enter serverless computing. If things failed, it was NOT due to provisioning and capacity.

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Exploring Quarkus vs Spring Boot

Apiumhub

This article compares Quarkus vs Spring Boot, examining their features, performance, ecosystem, developer experience, and suitability for various applications. It boasts exceptional performance, low memory footprint, and fast startup times, making it ideal for modern, resource-constrained environments.