#auto-scaling articles

HRHritik ranjanblogs.hritikranjan.inJun 27 · 17 min read

How to Deploy a Highly Available Web Application on AWS: The Complete VPC Blueprint

🚀 Introduction: Moving Beyond Single-Server Deployments In the early days of learning the cloud, the easiest way to launch an app is straightforward: spin up a single virtual server, assign it a publ

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GKGaurav Kediablog.gauravkedia.inJun 21 · 3 min read

Horizontal vs Vertical Scaling in AWS: What's the Difference?

Introduction As applications grow, they need more resources to handle increasing traffic and workloads. AWS provides multiple ways to scale applications efficiently. The two most common scaling strate

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Bbinaditbinadit.hashnode.devApr 27 · 5 min read

How a SaaS platform cut infrastructure costs by 40% while improving response times

Breaking the performance vs cost trade-off: A SaaS infrastructure optimization case study Infrastructure optimization often feels like a zero-sum game between performance and cost. Faster systems cost more, right? A recent project with a European CRM...

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ASAjitabh Singhajitabh.netMar 26 · 9 min read

Scaling: Before You Buy More Servers, Read This

Series: Backend Engineering Fundamentals · Post 06 of 07 Level: Beginner-friendly · Read time: ~8 min "We need to scale" is one of the most expensive sentences in engineering. It triggers infrastruc

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FRFelipe Rodriguesblog.felipefr.devJan 23 · 11 min read

Auto-scaling and Load-based Scaling

The challenge of managing infrastructure capacity has evolved from a hardware procurement problem into a complex software engineering discipline. In the era of physical data centers, capacity planning was a quarterly exercise involving spreadsheets a...

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YPYashwanth Puligillayashwanth11187aws1.hashnode.devJan 3 · 4 min read

Why AWS Doesn’t Want You to Babysit Servers, And How Auto Scaling & VPC Quietly Do the Hard Work

There’s a moment every engineer reaches. Not when things break.But when you realize you’re the one holding everything together. You’re restarting servers.Watching traffic graphs.Worrying about what happens if one machine goes down while you’re asleep...

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MAMisal Azeemcallstacktech.hashnode.devDec 12, 2025 · 15 min read

Scaling VAPI for High Traffic: Load Balancing Best Practices

Scaling VAPI for High Traffic: Load Balancing Best Practices TL;DR Most VAPI deployments crash at 100+ concurrent calls because they treat voice like HTTP requests. Voice sessions hold state, buffer audio, and maintain WebSocket connections—you can't...

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JSjaya sakthitechzen.hashnode.devNov 16, 2025 · 4 min read

3.2 Load Balancing and Auto-Scaling in GCP

Level Up Your App: Load Balancing and Auto-Scaling in GCP (Beginner to Intermediate) So, you've built an amazing application and deployed it on Google Cloud Platform (GCP). Congratulations! But what happens when your user base explodes, and everyone ...

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NKNiranjan Kumarscalable.hashnode.devOct 2, 2025 · 9 min read

Load Balancers Explained: How They Work and Why REST APIs Need Them - Part 2

Load balancers spread incoming client requests(you can call it load) evenly across servers using smart algorithms. We will discuss few most used algorithms. Round Robin: In the Round Robin method, the load balancer distributes incoming client reque...

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NKNishank Koulnishankkoul.hashnode.devJul 18, 2025 · 4 min read

🚀 Kubernetes Series – Day 4: Why is Kubernetes Used?

“Docker helped us package our applications. Kubernetes helps us run them reliably and at scale.” What is Kubernetes? Kubernetes, often abbreviated as K8s, is an open-source container orchestration platform that automates the deployment, scaling, and ...

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Trending tags this week

How to Deploy a Highly Available Web Application on AWS: The Complete VPC Blueprint

Horizontal vs Vertical Scaling in AWS: What's the Difference?

How a SaaS platform cut infrastructure costs by 40% while improving response times

Scaling: Before You Buy More Servers, Read This

Auto-scaling and Load-based Scaling

Why AWS Doesn’t Want You to Babysit Servers, And How Auto Scaling & VPC Quietly Do the Hard Work

Scaling VAPI for High Traffic: Load Balancing Best Practices

3.2 Load Balancing and Auto-Scaling in GCP

Load Balancers Explained: How They Work and Why REST APIs Need Them - Part 2

🚀 Kubernetes Series – Day 4: Why is Kubernetes Used?

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#auto-scaling

Explore Hashnode

Trending tags this week

How to Deploy a Highly Available Web Application on AWS: The Complete VPC Blueprint

Horizontal vs Vertical Scaling in AWS: What's the Difference?

How a SaaS platform cut infrastructure costs by 40% while improving response times

Scaling: Before You Buy More Servers, Read This

Auto-scaling and Load-based Scaling

Why AWS Doesn’t Want You to Babysit Servers, And How Auto Scaling & VPC Quietly Do the Hard Work

Scaling VAPI for High Traffic: Load Balancing Best Practices

3.2 Load Balancing and Auto-Scaling in GCP

Load Balancers Explained: How They Work and Why REST APIs Need Them - Part 2

🚀 Kubernetes Series – Day 4: Why is Kubernetes Used?