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Lab 6 Solution: Scale & Load Balance Your Architecture | AWS Academy Cloud Foundations In AWS Academy Cloud Foundations Lab 6, students learn how to improve application availability, reliability, and scalability using Elastic Load Balancing (ELB) and Amazon EC2 Auto Scaling. This lab demonstrates how AWS automatically distributes traffic across multiple instances and adjusts resources based on demand. Introduction Modern cloud applications must be capable of handling changing traffic patterns without affecting performance. AWS provides services such as Elastic Load Balancing and Auto Scaling to ensure applications remain highly available while optimizing infrastructure costs. This lab focuses on implementing these services in a practical environment. Lab Objectives Create an Amazon Machine Image (AMI) from a running EC2 instance. Create and configure an Elastic Load Balancer. Create a Launch Configuration. Create an Auto Scaling Group. Configure automatic scaling b...

Lab 4 Solution: Working with EBS | AWS Academy Cloud Foundations Amazon Elastic Block Store (Amazon EBS) is a block-level storage service designed for use with Amazon EC2 instances. In AWS Academy Cloud Foundations Lab 4, students learn how to create, attach, manage, and utilize EBS volumes for persistent storage. Introduction to Amazon EBS Amazon EBS provides scalable and high-performance storage volumes that can be attached to EC2 instances. Unlike instance store volumes, EBS volumes retain data even after an EC2 instance is stopped or terminated, making them suitable for critical workloads and applications. Lab Objectives Create an Amazon EBS volume. Attach the EBS volume to an EC2 instance. Format and mount the volume. Store data on the volume. Verify data persistence. Understand EBS use cases and benefits. Steps Performed in the Lab Step 1: Launch an EC2 Instance Begin by launching an EC2 instance from the AWS Management Console. Ensure the instance is ru...

Machine Learning for Intrusion Detection: Building Smarter Network Security Systems As organizations become increasingly dependent on digital infrastructure, cyberattacks continue to grow in both volume and sophistication. Traditional security systems often rely on predefined signatures, making them ineffective against previously unseen threats. Machine learning introduces a more intelligent approach by enabling intrusion detection systems to learn patterns from network traffic and identify suspicious behavior automatically. Why Traditional Intrusion Detection Falls Short Signature-based intrusion detection systems work well against known attacks but struggle with zero-day threats and rapidly evolving attack techniques. Security teams require solutions that can adapt to changing traffic patterns without constant manual updates. Machine learning addresses this challenge by analyzing historical network data and recognizing anomalies that may indicate malicious activity. Ma...

Complete Guide to Building a Database Server on AWS Using Amazon RDS Complete Guide to Building a Database Server on AWS Using Amazon RDS Cloud computing has transformed how organizations deploy and manage databases. In this guide, we explore Amazon RDS, database server architecture, security implementation, networking configuration, best practices, and practical deployment steps. Video Demonstration The following video demonstrates the AWS Academy Cloud Foundations Lab 5 database server setup process. What is a Database Server? A database server is a system that stores, manages, and retrieves data for applications and users. Database servers are the backbone of modern web applications, mobile apps, ERP systems, and cloud services. Traditional database servers require manual maintenance, hardware provisioning, software updates, backups, and monitoring. Cloud providers simplify these tasks through managed servic...

  Lab 3 Solution: Introduction to Amazon EC2 | AWS Academy Cloud Foundations Complete Guide Watch the Complete Video Tutorial If you're looking for a step-by-step walkthrough of AWS Academy Cloud Foundations Lab 3, watch the complete video tutorial below before reading this guide: https://youtu.be/9MaBAq2Bf3Y?si=UI73Wzt_7gHvhQKd This tutorial demonstrates how to launch, manage, resize, monitor, and protect Amazon EC2 instances while explaining the core concepts behind AWS compute services. Introduction Cloud computing has transformed the way businesses deploy and manage applications. Instead of purchasing expensive physical servers, organizations can now provision virtual servers in minutes and pay only for the resources they use. One of the most important services that makes this possible is Amazon Elastic Compute Cloud, commonly known as Amazon EC2. AWS Academy Cloud Foundations Lab 3 introduces students to Amazon EC2 and provides hands-on experience with launching, managing, mon...

  AWS Academy Cloud Foundations Lab 2 Solution: Build Your VPC and Launch a Web Server Complete Beginner's Guide Watch the Complete AWS Lab Walkthrough Understanding AWS networking concepts such as Virtual Private Clouds (VPCs), subnets, route tables, internet gateways, and EC2 instances becomes much easier when you can see each step performed in the AWS Management Console. This detailed video tutorial provides a complete walkthrough of AWS Academy Cloud Foundations Lab 2: Build Your VPC and Launch a Web Server. Whether you're completing the lab for coursework, preparing for AWS certification exams, or building practical cloud computing skills, the video demonstrates the entire process from start to finish. Watch the full tutorial here: https://youtu.be/qL43XRzGIeo          The video covers: Creating a custom Virtual Private Cloud (VPC) Configuring public and private subnets Setting up an Internet Gateway Creating and associating route tables Configuring Se...