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    <title>Forem: Anishka J</title>
    <description>The latest articles on Forem by Anishka J (@anishka).</description>
    <link>https://forem.com/anishka</link>
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      <title>Forem: Anishka J</title>
      <link>https://forem.com/anishka</link>
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    <language>en</language>
    <item>
      <title>AWS 101 Workshop</title>
      <dc:creator>Anishka J</dc:creator>
      <pubDate>Mon, 31 Mar 2025 18:25:52 +0000</pubDate>
      <link>https://forem.com/anishka/aws-101-workshop-4e0n</link>
      <guid>https://forem.com/anishka/aws-101-workshop-4e0n</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkusm95f5s4jlkhz8a7xy.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkusm95f5s4jlkhz8a7xy.png" alt="Image description" width="800" height="379"&gt;&lt;/a&gt;&lt;/p&gt;

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&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fiznn0cfmg9n2ybr5noyb.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fiznn0cfmg9n2ybr5noyb.png" alt="Image description" width="800" height="378"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>AWS Three-Tier Architecture</title>
      <dc:creator>Anishka J</dc:creator>
      <pubDate>Mon, 31 Mar 2025 18:21:36 +0000</pubDate>
      <link>https://forem.com/anishka/aws-three-tier-architecture-55dk</link>
      <guid>https://forem.com/anishka/aws-three-tier-architecture-55dk</guid>
      <description>&lt;p&gt;🚀 Deploying a Scalable Web Application on AWS&lt;br&gt;
In this article, we'll walk through the complete setup and deployment of a scalable, production-ready web application on AWS. We'll cover everything from architecture, networking, EC2, database, load balancers, and auto-scaling. By the end, you'll have a fully functional, auto-scaled web application deployed on AWS.&lt;/p&gt;

&lt;p&gt;🟣 PART 1 — Architecture &amp;amp; Initial Setup&lt;br&gt;
✅ Architecture Overview&lt;br&gt;
Architecture&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft4o2c94948rm91gegzc2.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ft4o2c94948rm91gegzc2.png" alt="Image description" width="800" height="437"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;✅ 1. Download Code from GitHub&lt;br&gt;
Clone the GitHub repository containing the application code.&lt;/p&gt;

&lt;p&gt;1.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fa2oegrwhalz8bv89d2t3.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fa2oegrwhalz8bv89d2t3.png" alt="Image description" width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

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</description>
    </item>
    <item>
      <title>Amazon Aurora</title>
      <dc:creator>Anishka J</dc:creator>
      <pubDate>Fri, 28 Mar 2025 09:06:30 +0000</pubDate>
      <link>https://forem.com/anishka/amazon-aurora-2nbb</link>
      <guid>https://forem.com/anishka/amazon-aurora-2nbb</guid>
      <description>&lt;h1&gt;
  
  
  🌟 High Performance, Fully Managed Relational Database
&lt;/h1&gt;




&lt;h2&gt;
  
  
  1. 🔍 Service Overview
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Service Name&lt;/strong&gt;: Amazon Aurora
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Logo&lt;/strong&gt;:
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Foraf5us7dvophj0jm51k.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Foraf5us7dvophj0jm51k.png" alt="Image description" width="300" height="300"&gt;&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  2. 🚀 Key Features
&lt;/h2&gt;

&lt;h3&gt;
  
  
  🔑 Top Features:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;MySQL and PostgreSQL compatibility&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Easily migrate existing apps with little or no code change.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;5x performance over MySQL / 3x over PostgreSQL&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Aurora is optimized for lightning-fast throughput.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;High availability with automatic failover&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Six-way data replication across three Availability Zones.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Aurora Serverless v2&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Auto-scales database capacity based on workload—ideal for variable or unpredictable traffic.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Global Database&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Low-latency reads and disaster recovery across multiple AWS regions.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;&lt;strong&gt;Fully Managed&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Automated patching, backups, scaling, and monitoring with Amazon RDS integration.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  🛠 Technical Specifications:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Storage Capacity&lt;/strong&gt;: Auto-scales from 10 GB to 128 TB per database instance.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Availability&lt;/strong&gt;: Multi-AZ support with replication and failover.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Performance&lt;/strong&gt;: Up to 64 vCPUs and 488 GiB RAM per instance.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Supported Engines&lt;/strong&gt;: MySQL (5.6, 5.7, 8.0), PostgreSQL (10 to 15).&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Regions&lt;/strong&gt;: Available in most major AWS regions globally.&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  3. 💼 Use Cases
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Real-Life Applications:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;🛍 &lt;strong&gt;E-commerce Applications&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Handle spikes in user traffic and transactions during high-demand periods.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;📊 &lt;strong&gt;Analytics and Reporting&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Run real-time analytics with read replicas and high-throughput queries.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;🧪 &lt;strong&gt;Dev/Test Environments&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Use Aurora Serverless for low-cost, auto-scaling dev/test workloads.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;🌍 &lt;strong&gt;Global SaaS Platforms&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Serve users across regions with Aurora Global Database for low-latency reads.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  4. 💰 Pricing Model
&lt;/h2&gt;

&lt;h3&gt;
  
  
  💵 Pricing Overview:
&lt;/h3&gt;

&lt;p&gt;Amazon Aurora follows a &lt;strong&gt;pay-as-you-go&lt;/strong&gt; pricing model based on:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Instance hours&lt;/strong&gt;: Compute usage per database instance.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Storage&lt;/strong&gt;: Charged per GB-month of storage consumed.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I/O Requests&lt;/strong&gt;: Based on volume of read/write operations.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Backup storage&lt;/strong&gt;: Free up to the size of your database; additional usage charged.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Aurora Serverless v2&lt;/strong&gt;: Billed per Aurora Capacity Unit (ACU), per second.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;📌 Check the &lt;a href="https://aws.amazon.com/rds/aurora/pricing/" rel="noopener noreferrer"&gt;Aurora Pricing Page&lt;/a&gt; for region-specific costs.&lt;/p&gt;




&lt;h2&gt;
  
  
  5. ⚖️ Comparison with Similar Services
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Service&lt;/th&gt;
&lt;th&gt;Type&lt;/th&gt;
&lt;th&gt;Performance&lt;/th&gt;
&lt;th&gt;Management&lt;/th&gt;
&lt;th&gt;Serverless Option&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Amazon Aurora&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Relational&lt;/td&gt;
&lt;td&gt;High&lt;/td&gt;
&lt;td&gt;Fully Managed&lt;/td&gt;
&lt;td&gt;✅ Aurora Serverless&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Amazon RDS (MySQL/PostgreSQL)&lt;/td&gt;
&lt;td&gt;Relational&lt;/td&gt;
&lt;td&gt;Moderate&lt;/td&gt;
&lt;td&gt;Fully Managed&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Google Cloud SQL&lt;/td&gt;
&lt;td&gt;Relational&lt;/td&gt;
&lt;td&gt;Moderate&lt;/td&gt;
&lt;td&gt;Fully Managed&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Azure Database for MySQL/PostgreSQL&lt;/td&gt;
&lt;td&gt;Relational&lt;/td&gt;
&lt;td&gt;Moderate&lt;/td&gt;
&lt;td&gt;Fully Managed&lt;/td&gt;
&lt;td&gt;❌&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;blockquote&gt;
&lt;p&gt;🧠 &lt;strong&gt;Aurora vs RDS&lt;/strong&gt;: Aurora offers better performance, auto-scaling storage, and advanced HA features.&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h2&gt;
  
  
  6. 🧩 Benefits and Challenges
&lt;/h2&gt;

&lt;h3&gt;
  
  
  ✅ Advantages:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Seamless compatibility with popular relational engines.&lt;/li&gt;
&lt;li&gt;Blazing-fast performance without manual tuning.&lt;/li&gt;
&lt;li&gt;Resilient architecture with built-in failover.&lt;/li&gt;
&lt;li&gt;Serverless and global options for modern app needs.&lt;/li&gt;
&lt;li&gt;Integrated monitoring with CloudWatch, Performance Insights.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  ⚠️ Limitations or Challenges:
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Slightly higher cost than standard RDS engines.&lt;/li&gt;
&lt;li&gt;Some proprietary AWS features can make cross-cloud migration tricky.&lt;/li&gt;
&lt;li&gt;Aurora Serverless v2 still lacks support for all PostgreSQL/MySQL versions.&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  7. 🏢 Real-World Example or Case Study
&lt;/h2&gt;

&lt;h3&gt;
  
  
  📈 Case Study: &lt;strong&gt;Samsung SmartThings&lt;/strong&gt;
&lt;/h3&gt;

&lt;p&gt;Samsung migrated its &lt;strong&gt;SmartThings&lt;/strong&gt; platform to &lt;strong&gt;Amazon Aurora&lt;/strong&gt; to handle a global, IoT-based workload. The migration led to:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;2x improvement in database performance&lt;/li&gt;
&lt;li&gt;Reduced failover time from minutes to seconds&lt;/li&gt;
&lt;li&gt;Simplified scaling to support millions of connected devices&lt;/li&gt;
&lt;/ul&gt;

&lt;blockquote&gt;
&lt;p&gt;👉 “Aurora enabled us to move faster, scale easier, and deliver a better experience for our users globally.” – SmartThings Engineering Team&lt;/p&gt;
&lt;/blockquote&gt;




&lt;h3&gt;
  
  
  🧵 Wrapping Up
&lt;/h3&gt;

&lt;p&gt;Amazon Aurora is a powerhouse for developers and businesses needing high performance, scalability, and resilience without managing database infrastructure manually.&lt;/p&gt;

&lt;p&gt;Whether you’re building a next-gen SaaS platform or just want to eliminate operational DB headaches, Aurora is worth exploring.&lt;/p&gt;

</description>
      <category>aws</category>
      <category>cloud</category>
      <category>aurora</category>
      <category>rds</category>
    </item>
  </channel>
</rss>
