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ticketing system

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Bilibili Tech
Bilibili Tech
Mar 14, 2025 · Backend Development

Evolution and Optimization of Bilibili Membership Ticketing System for High‑Concurrency Scenarios

Bilibili’s ticketing platform evolved from a single‑transaction, synchronous design to an asynchronous batch system and finally to a Redis‑cached inventory layer, adding DB isolation changes, sharding, bloom‑filter protection and adaptive rate limiting, which together enabled handling up to 930 k requests per second and stable high‑concurrency ticket sales.

Database IsolationRedis cachingasynchronous processing
0 likes · 18 min read
Evolution and Optimization of Bilibili Membership Ticketing System for High‑Concurrency Scenarios
Top Architecture Tech Stack
Top Architecture Tech Stack
Jan 8, 2025 · Operations

Technical Evolution and Architecture of China's 12306 Railway Ticketing System

The article reviews the historical development, distributed architecture, high‑concurrency handling, and operational challenges of China's 12306 railway ticketing platform, highlighting its evolution from early Unix‑based systems to the modern large‑scale, real‑time service that supports hundreds of millions of users during peak travel periods.

Railwaychinadistributed architecture
0 likes · 9 min read
Technical Evolution and Architecture of China's 12306 Railway Ticketing System
Architect
Architect
Dec 29, 2024 · Backend Development

The Architecture and Evolution of China's 12306 Railway Ticketing System

An in‑depth look at the evolution of China’s 12306 railway ticketing platform, tracing its origins from early Unix‑based reservation software through successive upgrades, distributed architectures, massive concurrency handling, and the unique centralized design that makes it one of the world’s most robust high‑traffic web systems.

Backendchinadistributed architecture
0 likes · 10 min read
The Architecture and Evolution of China's 12306 Railway Ticketing System
Architecture Digest
Architecture Digest
Dec 22, 2024 · Backend Development

Technical Overview and History of China’s 12306 Railway Ticketing System

The article provides a detailed, informal yet informative overview of the evolution, architecture, and massive scale challenges of China’s 12306 railway ticketing platform, tracing its roots from early Unix‑based systems to modern distributed backend solutions handling billions of requests during peak travel periods.

Railwaybackend architecturechina
0 likes · 9 min read
Technical Overview and History of China’s 12306 Railway Ticketing System
Sohu Tech Products
Sohu Tech Products
Aug 10, 2022 · Backend Development

Designing a High-Concurrency Ticket Booking System with Load Balancing, Nginx Weighted Round Robin, and Redis

This article presents a comprehensive design and implementation of a high‑concurrency train‑ticket flash‑sale system, covering distributed architecture, load‑balancing strategies, Nginx weighted round‑robin configuration, Go‑based services, Redis‑backed stock management, and performance testing results.

GoLoad BalancingRedis
0 likes · 20 min read
Designing a High-Concurrency Ticket Booking System with Load Balancing, Nginx Weighted Round Robin, and Redis
IT Architects Alliance
IT Architects Alliance
Aug 2, 2022 · Backend Development

Designing a High‑Concurrency Ticket‑Booking System: Load Balancing, Nginx Weighted Round‑Robin, and Go Implementation

This article presents a complete case study of building a high‑concurrency ticket‑booking service, covering system architecture, three‑layer load balancing (OSPF, LVS, Nginx), Nginx weighted round‑robin configuration, Go‑based request handling, Redis‑backed stock deduction, performance testing with ApacheBench, and practical lessons for preventing overselling and ensuring high availability.

GoLoad BalancingRedis
0 likes · 19 min read
Designing a High‑Concurrency Ticket‑Booking System: Load Balancing, Nginx Weighted Round‑Robin, and Go Implementation
Laravel Tech Community
Laravel Tech Community
Jul 19, 2022 · Backend Development

The Evolution and Architecture of China’s 12306 Railway Ticketing System

This article examines the historical development, distributed architecture, and high‑concurrency challenges of China’s 12306 railway ticketing platform, tracing its origins from early Unix‑based systems to modern multi‑layered backend solutions that support hundreds of millions of users during peak travel periods.

RailwayReal-time Processingbackend architecture
0 likes · 8 min read
The Evolution and Architecture of China’s 12306 Railway Ticketing System
Top Architect
Top Architect
Jul 5, 2022 · Backend Development

Designing a High‑Concurrency Ticket Booking System with Nginx Load Balancing, Redis Stock Management, and Go

This technical article explains how to handle millions of simultaneous train‑ticket purchase requests by combining Nginx weighted load balancing, local in‑memory stock deduction, and a centralized Redis stock counter using Go, ensuring no overselling, high availability, and efficient performance.

GoLoad BalancingRedis
0 likes · 19 min read
Designing a High‑Concurrency Ticket Booking System with Nginx Load Balancing, Redis Stock Management, and Go
IT Architects Alliance
IT Architects Alliance
Oct 7, 2021 · Backend Development

Designing a High‑Concurrency Ticket Spike System with Load Balancing, Redis, and Go

This article explains how to build a high‑concurrency ticket‑seckill system that can handle millions of simultaneous requests by using multi‑layer load balancing, Nginx weighted round‑robin, local stock deduction, Redis atomic scripts, and Go’s native concurrency, and it demonstrates the implementation with complete code and performance testing.

GoLoad BalancingRedis
0 likes · 18 min read
Designing a High‑Concurrency Ticket Spike System with Load Balancing, Redis, and Go
IT Architects Alliance
IT Architects Alliance
Sep 28, 2021 · Backend Development

Designing a High‑Concurrency Ticket Spike System: Architecture, Load Balancing, and Go Implementation

This article explores the design of a high‑concurrency train‑ticket flash‑sale system, covering distributed load‑balancing strategies, Nginx weighted round‑robin configuration, local and remote stock deduction using Go and Redis, performance testing with ApacheBench, and key architectural lessons for preventing overselling and ensuring high availability.

GoLoad BalancingRedis
0 likes · 18 min read
Designing a High‑Concurrency Ticket Spike System: Architecture, Load Balancing, and Go Implementation
Top Architect
Top Architect
Jul 16, 2021 · Backend Development

Designing a High‑Concurrency Ticket Spike System with Load Balancing, Redis, and Go

This article explores the architecture and implementation of a high‑traffic ticket‑spike service, covering load‑balancing strategies, Nginx weighted round‑robin configuration, local and remote stock deduction using Go and Redis, fault‑tolerant buffering, and performance testing results.

GoLoad BalancingRedis
0 likes · 18 min read
Designing a High‑Concurrency Ticket Spike System with Load Balancing, Redis, and Go
Architect
Architect
Dec 5, 2020 · Backend Development

High‑Concurrency Ticket Spike System Architecture and Implementation with Nginx, Redis, and Go

The article analyzes the extreme‑traffic challenges of China’s 12306 ticket‑spike service, presents a layered load‑balancing architecture using OSPF, LVS, and Nginx weighted round‑robin, and demonstrates a Go‑based prototype that combines local in‑memory stock deduction with Redis‑backed global stock control to achieve stable, high‑throughput ticket purchasing without overselling.

GoLoad BalancingRedis
0 likes · 20 min read
High‑Concurrency Ticket Spike System Architecture and Implementation with Nginx, Redis, and Go
Top Architect
Top Architect
Jan 2, 2020 · Backend Development

Designing a High‑Concurrency Ticket‑Seckill System with Load Balancing, Pre‑Deduction, and Go Implementation

This article analyzes the challenges of handling millions of simultaneous train‑ticket purchase requests, presents a multi‑layer load‑balancing architecture, introduces a pre‑deduction inventory strategy using Redis and local memory, and demonstrates a complete Go implementation with performance testing and key architectural insights.

GoLoad BalancingRedis
0 likes · 18 min read
Designing a High‑Concurrency Ticket‑Seckill System with Load Balancing, Pre‑Deduction, and Go Implementation
Architect
Architect
Feb 19, 2016 · Backend Development

Domain Modeling and Architecture Design for High‑Concurrency Train Ticketing System (12306)

The article analyzes the complex business rules of China's 12306 train ticketing platform, proposes a domain‑driven design where the train aggregate root manages seat inventory and interval overlap, and outlines a CQRS/event‑sourcing architecture to achieve strong consistency and high concurrency.

CQRSDomain-Driven DesignEvent Sourcing
0 likes · 23 min read
Domain Modeling and Architecture Design for High‑Concurrency Train Ticketing System (12306)
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Mar 14, 2015 · Cloud Computing

Hybrid Cloud Architecture and Scalability Analysis of China’s 12306 Railway Ticketing System

The article examines the technical challenges of the 12306 railway ticketing platform, comparing it with e‑commerce systems, and proposes a hybrid‑cloud solution that leverages private and public cloud resources to handle massive, unpredictable traffic while ensuring security, high availability, and elastic scalability.

cloud computinghigh concurrencyhybrid-cloud
0 likes · 16 min read
Hybrid Cloud Architecture and Scalability Analysis of China’s 12306 Railway Ticketing System
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Mar 11, 2015 · Cloud Computing

Building a Scalable Cloud Application Platform for the 12306 Railway Ticketing System with Pivotal Gemfire

The article analyzes the rapid growth of China’s 12306 online ticketing platform, the challenges of extreme traffic and concurrency during peak travel periods, and how a cloud‑native, memory‑centric architecture based on Pivotal Gemfire enabled scalable, high‑performance, and highly available ticketing services.

Pivotal Gemfirecloud computingdistributed caching
0 likes · 17 min read
Building a Scalable Cloud Application Platform for the 12306 Railway Ticketing System with Pivotal Gemfire
Qunar Tech Salon
Qunar Tech Salon
Jan 19, 2015 · Operations

Optimization Strategies for High‑Concurrency Ticketing Systems

The article analyzes the challenges of high‑traffic ticketing platforms, compares business models, identifies concurrency bottlenecks, and presents comprehensive front‑end and back‑end optimization techniques—including load balancing, caching, data partitioning, and queue‑based flow control—to achieve horizontal scalability and reliable performance.

Load Balancingcachinghigh concurrency
0 likes · 7 min read
Optimization Strategies for High‑Concurrency Ticketing Systems