Wiki Article · Cinematic

Go Scaling

Go scaling ka matlab hai Go (Golang) me likhi applications ko increased load, traffic ya data…

Overview

Go Scaling — Quick Facts

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Property: Detail

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Category: Software Engineering / System…

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Language: Go (Golang)

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Types: Vertical Scaling, Horizontal…

Topic 1

Infobox

📚 | Property | Detail | |---|---| | Category | Software Engineering / System Design | |…

Topic 2

Overview

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Scale Up (Vertical) — existing…

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Scale Out (Horizontal) —…

Topic 3

Vertical vs Horizontal Scaling

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Hardware upgrade karo (better CPU,…

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Application code me zyada change…

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Limit hai — ek machine kitni…

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Go me GOMAXPROCS se available CPU…

Topic 4

Go Ke Scaling Advantages

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Goroutine few KB stack se start…

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Ek process me millions of…

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Per-request goroutine model…

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Single static binary — koi runtime…

Topic 5

Stateless Application Design

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Application instance ke andar koi…

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Har request independently handle…

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Session data external store me…

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File uploads object storage me…

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Worker Pool Pattern

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Fixed number of goroutines…

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Jobs ek channel me bhejo

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Workers channel se jobs pick…

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Controlled parallelism — resource…

Topic 7

Connection Pooling

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Har request par new…

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Connections limited hote hain…

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Connection setup time latency add…

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database/sql package me built-in…

Topic 8

Load Balancing Strategies

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TCP level par connection route

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Fast, simple, no request inspection

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Example: HAProxy, AWS NLB

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HTTP request inspect karke route

Topic 9

Microservices Architecture

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Go small, fast binaries produce…

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Har service independently scale…

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gRPC (Go me first-class support) —…

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Service-level scaling — sirf busy…

Topic 10

Rate Limiting aur Backpressure

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Incoming requests ko controlled…

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Spike se system protect hota hai

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Go me golang.org/x/time/rate…

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Per-user, per-API, global rate…

Topic 11

Caching Strategies

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Application ke andar memory me…

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Very fast access — no network hop

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Problem: horizontal scaling me har…

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Use case: static data,…

Topic 12

Scaling Patterns Table

⭐ | Pattern | Type | Description | Go Suitability | |---|---|---|---| | Worker Pool |…

Topic 13

Go vs Other Languages Scaling Table

🔑 | Aspect | Go | Java | Node.js | Python | |---|---|---|---|---| | Concurrency Model |…

Topic 14

Horizontal Scaling Architecture Diagram

✨ `mermaid flowchart TD Client[Clients / Users] Client --> LB[Load Balancer] LB --> A1[Go…

Comparison

Go vs Other Languages Scaling Table

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Concurrency Model: Goroutines (M:N)

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Memory per Unit: Few KB (goroutine)

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Startup Time: Fast (compiled)

Diagram

Visual Flow

📊 Diagram visualization — details in narration

Quiz — Question 1

Go Scaling ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

Go Scaling ka 'Category' kya hai?

Complete! 🎉

Go Scaling Complete!

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✅

Go Scaling Complete

➡️

Go Scaling

Go Scaling — Quick Facts

Property: Detail

Category: Software Engineering / System…

Language: Go (Golang)

Types: Vertical Scaling, Horizontal…

Infobox

Overview

Scale Up (Vertical) — existing…

Scale Out (Horizontal) —…

Vertical vs Horizontal Scaling

Hardware upgrade karo (better CPU,…

Application code me zyada change…

Limit hai — ek machine kitni…

Go me GOMAXPROCS se available CPU…

Go Ke Scaling Advantages

Goroutine few KB stack se start…

Ek process me millions of…

Per-request goroutine model…

Single static binary — koi runtime…

Stateless Application Design

Application instance ke andar koi…

Har request independently handle…

Session data external store me…

File uploads object storage me…

Worker Pool Pattern

Fixed number of goroutines…

Jobs ek channel me bhejo

Workers channel se jobs pick…

Controlled parallelism — resource…

Connection Pooling

Har request par new…

Connections limited hote hain…

Connection setup time latency add…

database/sql package me built-in…

Load Balancing Strategies

TCP level par connection route

Fast, simple, no request inspection

Example: HAProxy, AWS NLB

HTTP request inspect karke route

Microservices Architecture

Go small, fast binaries produce…

Har service independently scale…

gRPC (Go me first-class support) —…

Service-level scaling — sirf busy…

Rate Limiting aur Backpressure

Incoming requests ko controlled…

Spike se system protect hota hai

Go me golang.org/x/time/rate…

Per-user, per-API, global rate…

Caching Strategies

Application ke andar memory me…

Very fast access — no network hop

Problem: horizontal scaling me har…

Use case: static data,…

Scaling Patterns Table

Go vs Other Languages Scaling Table

Horizontal Scaling Architecture Diagram

Go vs Other Languages Scaling Table

Concurrency Model: Goroutines (M:N)

Memory per Unit: Few KB (goroutine)

Startup Time: Fast (compiled)

Visual Flow

See Also

Go

Go architecture

Go performance optimization

Go deployment

Go runtime

Microservices

Quiz — Question 1

Quiz — Question 2

Go Scaling Complete!

Go Scaling Complete

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