Introduction Ensuring that your systems operate smoothly is a top priority. AWS CloudWatch Alarms is a powerful tool that helps you monitor your resources and quickly respond when issues arise. This guide provides a clear explanation of CloudWatch Alarms, along with practical use cases that demonstrate how they can be beneficial. What Are CloudWatch Alarms? […]
Distributed training is a critical technique for handling large-scale machine learning models, especially when dealing with large language models (LLMs) that require significant computational resources. Amazon SageMaker, in combination with Hugging Face, provides a powerful platform for distributed training. This article will guide you through the process of fine-tuning a large language model using model […]
Ensuring compliance with the Payment Card Industry Data Security Standard (PCI-DSS) is a critical requirement for organizations that handle credit card transactions. AWS provides a suite of tools that can help automate and enforce compliance, including AWS Config, AWS Security Hub, AWS Lambda, and AWS Systems Manager (SSM). In this article, we will explore how […]
Organizations are increasingly adopting decentralized data architectures to enable scalability, agility, and domain-oriented ownership. Data Mesh, a paradigm introduced by Zhamak Dehghani, advocates for a decentralized approach to data management, where data is treated as a product and owned by domain-specific teams. However, this decentralization introduces challenges in governance, security, and access control. AWS provides […]
In today’s globalized world, applications need to be highly available, scalable, and resilient to failures. Amazon DynamoDB, a fully managed NoSQL database service, offers a powerful feature called Global Tables that enables you to replicate your data across multiple AWS regions. This ensures low-latency access for users worldwide and provides disaster recovery capabilities. However, when […]
Internet of Things (IoT) has become a cornerstone of modern technology, generating vast amounts of data from sensors and devices. This data, when processed in real-time, can provide actionable insights, enable predictive maintenance, and improve operational efficiency. However, processing this data at scale and in real-time requires a robust infrastructure. This article explores how to […]
Introduction In this article we will focus in special AWS services who want to fast build and deploy endpoints, to GET/POST/PUT/DELETE information on a database regarding data of some application. The importance of server-less application are getting higher demand each day and aws available services offers a cheap and secured environment, so that the reason […]
Summary Deploying AI models with cloud infrastructure enables scalability, cost-efficiency, and innovation for modern businesses. In this guide, we explore strategies like hybrid and multi-cloud deployments, examine platforms like Azure, AWS, and Google Cloud, and dive into trends like Generative AI Services and edge AI. Learn how cost optimization techniques, including auto-scaling and reserved instances, […]
Monitoring your infrastructure is crucial for maintaining system performance and ensuring smooth operations. This guide will walk you through setting up Grafana, Prometheus, and Node Exporter on AWS EC2 instances. By the end of this tutorial, you’ll have a robust monitoring setup to visualize and analyze system metrics in real-time. OVERVIEW OF TOOLS: GRAFANA: An […]
In today’s digital-first world, legal teams grapple with lengthy, intricate policy documents that are vital for compliance but tedious to process. Automating the summarization of these documents can save time, improve accuracy, and streamline decision-making. This blog demonstrates how to build a serverless function for policy document summarization using AWS Lambda and Amazon Bedrock’s generative […]
