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distributed ID

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Top Architecture Tech Stack
Top Architecture Tech Stack
May 8, 2025 · Backend Development

Distributed ID Generation: Requirements and Common Implementation Schemes

The article explains why traditional auto‑increment primary keys are unsuitable for distributed systems, outlines the business requirements for a distributed ID (global uniqueness, trend and monotonic increase, security), and reviews several generation approaches such as UUID, database auto‑increment, segment mode, Redis, Snowflake, Baidu UidGenerator, Meituan Leaf and Didi TinyID, including their advantages and drawbacks.

Backend DevelopmentRedisUUID
0 likes · 14 min read
Distributed ID Generation: Requirements and Common Implementation Schemes
macrozheng
macrozheng
Dec 23, 2024 · Backend Development

Why MyBatis‑Plus ID Collisions Occur and How Seata’s Optimized Snowflake Solves Them

This article explains the primary‑key duplication issue caused by MyBatis‑Plus in clustered Docker/K8S environments, analyzes the limitations of the standard Snowflake algorithm, and presents Seata’s improved Snowflake implementation that provides globally unique, high‑performance IDs while minimizing database page splits.

MySQLbackenddistributed ID
0 likes · 19 min read
Why MyBatis‑Plus ID Collisions Occur and How Seata’s Optimized Snowflake Solves Them
IT Services Circle
IT Services Circle
Dec 9, 2024 · Backend Development

Optimized Snowflake ID Generation with Seata: Solving MyBatis-Plus Duplicate Key Issues

This article analyzes why MyBatis-Plus generates duplicate primary keys in clustered Docker/K8S environments due to worker‑id and datacenter‑id collisions, introduces Seata's improved Snowflake algorithm that decouples from the OS clock, explains its implementation with Java code, and shows how to integrate it as a global ID generator to improve database performance and avoid page splits.

Database PerformanceJavaMyBatis-Plus
0 likes · 18 min read
Optimized Snowflake ID Generation with Seata: Solving MyBatis-Plus Duplicate Key Issues
macrozheng
macrozheng
Nov 5, 2024 · Backend Development

Mastering Global Unique ID Generation: 7 Proven Strategies for Distributed Systems

This article explores seven practical approaches to generating globally unique identifiers in distributed environments, covering database‑level configurations, MySQL auto‑increment tweaks, MyCat + Zookeeper integration, UUID limitations, Snowflake algorithm implementation, Meituan's Leaf service, Redis counters, and Zookeeper sequential nodes, providing code snippets and configuration guidance.

Global IDJavaMySQL
0 likes · 18 min read
Mastering Global Unique ID Generation: 7 Proven Strategies for Distributed Systems
Sohu Tech Products
Sohu Tech Products
Oct 30, 2024 · Backend Development

Redis Distributed ID Generator with SpringBoot 3.0

The article presents a Redis‑based distributed ID generator for Spring Boot 3.0 that uses an atomic INCR on a Redis string to produce compact, monotonic, globally unique numeric identifiers, synchronizes the maximum value with MySQL on startup, and offers high performance, availability, and low storage overhead.

ID generationRedisSpringBoot
0 likes · 9 min read
Redis Distributed ID Generator with SpringBoot 3.0
Sohu Tech Products
Sohu Tech Products
Jul 31, 2024 · Backend Development

A High-Performance Strictly Incremental Distributed ID Generation Scheme Using MySQL, Redis, and Nacos

The article proposes a high‑performance, strictly incremental distributed ID generation scheme that combines MySQL segment tables, Redis caching, and Nacos‑controlled switching, achieving sub‑millisecond latency and 7‑10× speedup over pure database methods while preserving fault tolerance, availability, and global uniqueness.

MySQL segmentNacos switchRedis caching
0 likes · 9 min read
A High-Performance Strictly Incremental Distributed ID Generation Scheme Using MySQL, Redis, and Nacos
Lobster Programming
Lobster Programming
Jun 15, 2024 · Backend Development

Choosing the Right Distributed ID Generation Strategy for Scalable Systems

This guide examines ten popular distributed ID generation techniques—from simple UUIDs and database auto‑increment keys to advanced Snowflake, Redis, Zookeeper, and open‑source solutions like Baidu uid‑generator, Meituan Leaf, and Didi Tinyid—highlighting their pros, cons, and suitable scenarios for high‑traffic systems.

Redisbackenddistributed ID
0 likes · 8 min read
Choosing the Right Distributed ID Generation Strategy for Scalable Systems
Sanyou's Java Diary
Sanyou's Java Diary
May 6, 2024 · Backend Development

Mastering Global ID Generation: From MySQL Auto‑Increment to Snowflake & Leaf

This article compares common global ID generation strategies for microservice architectures, covering database‑level solutions like auto‑increment configuration and MyCat + ZooKeeper, as well as application‑level approaches such as UUID, Snowflake, Leaf (segment and Snowflake modes), Redis, and ZooKeeper, with configuration steps, code samples, and pros‑cons.

Global IDJavaMySQL
0 likes · 16 min read
Mastering Global ID Generation: From MySQL Auto‑Increment to Snowflake & Leaf
Architect
Architect
Mar 1, 2024 · Backend Development

Distributed ID Generation: Requirements, Common Solutions, and Implementation Details

This article explains what a distributed ID is, outlines its essential requirements such as global uniqueness, high performance, high availability, and ease of use, and then reviews common generation strategies—including database auto‑increment, segment mode, NoSQL approaches, UUID, Snowflake, and several open‑source frameworks—providing code examples and practical trade‑offs.

DatabaseRedisdistributed ID
0 likes · 23 min read
Distributed ID Generation: Requirements, Common Solutions, and Implementation Details
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Nov 16, 2023 · Backend Development

Common Distributed Unique ID Generation Strategies and Their Implementation

The article reviews five major distributed unique ID generation methods—including UUID, Redis auto‑increment, database auto‑increment, database segment mode, and Snowflake—explains their principles, advantages, drawbacks, and provides practical integration guides and code examples for Java developers.

JavaRedisUUID
0 likes · 14 min read
Common Distributed Unique ID Generation Strategies and Their Implementation
Architect
Architect
Nov 10, 2023 · Backend Development

Design and Implementation of a High‑Performance Short‑Link Platform

This article details the architecture, core algorithms, security measures, and performance optimizations of a high‑throughput short‑link service, covering hash‑based ID generation, Base62 encoding, distributed ID schemes, caching, database indexing, sharding, and monitoring to ensure efficient and secure URL shortening.

Base62Performance OptimizationSecurity
0 likes · 13 min read
Design and Implementation of a High‑Performance Short‑Link Platform
Zhuanzhuan Tech
Zhuanzhuan Tech
Aug 9, 2023 · Backend Development

Design and Implementation of a High‑Performance URL Shortening Platform

This article details the architecture, core algorithms, security measures, and performance optimizations of a URL shortener platform, covering hash functions, distributed ID generation, Base62 encoding, caching, database indexing, sharding, and monitoring to achieve efficient and secure link redirection.

Backend DevelopmentBase62Performance Optimization
0 likes · 11 min read
Design and Implementation of a High‑Performance URL Shortening Platform
vivo Internet Technology
vivo Internet Technology
Jun 28, 2023 · Backend Development

Design and Implementation of Vivo's LuBan Distributed ID Service

The article explains distributed ID concepts and business scenarios, compares nine common generation schemes, and details Vivo’s LuBan service architecture—including three built‑in ID formats, custom SPI extensions, Spring‑Boot SDK usage, performance optimizations, and large‑scale deployment metrics—offering practical guidance for building high‑throughput, globally unique ID systems.

ID generationJavaMicroservices
0 likes · 16 min read
Design and Implementation of Vivo's LuBan Distributed ID Service
Selected Java Interview Questions
Selected Java Interview Questions
May 3, 2023 · Backend Development

Comprehensive Overview of Distributed ID Generation Strategies in Java

This article reviews various distributed ID generation methods—including UUID, database auto‑increment, segment mode, Redis INCR, Snowflake, Meituan Leaf, Baidu UidGenerator, and Didi TinyID—explaining their principles, advantages, drawbacks, and providing Java code examples for each.

DatabaseJavaRedis
0 likes · 14 min read
Comprehensive Overview of Distributed ID Generation Strategies in Java
Code Ape Tech Column
Code Ape Tech Column
Mar 16, 2023 · Backend Development

Designing a 100W QPS Short URL System: Architecture, ID Generation, and High‑Concurrency Strategies

This article explains how to design a high‑performance short‑URL service capable of handling 1 million queries per second, covering system background, URL shortening principles, base‑62 encoding, distributed ID generation options, storage sharding, ambiguity checking with Bloom filters, multi‑level caching, and redirect handling.

Bloom FilterShort URLbackend architecture
0 likes · 20 min read
Designing a 100W QPS Short URL System: Architecture, ID Generation, and High‑Concurrency Strategies
Top Architect
Top Architect
Mar 6, 2023 · Backend Development

Distributed ID Generation Strategies: UUID, Auto‑Increment, Segment Mode, Redis INCR, Snowflake and Open‑Source Implementations

This article introduces various distributed ID generation methods—including UUID, database auto‑increment, segment mode, Redis INCR, Snowflake algorithm—and compares open‑source solutions from Meituan (Leaf), Baidu (Uidgenerator) and Didi (TinyID), providing code examples and practical guidance for backend systems.

JavaRedisUUID
0 likes · 16 min read
Distributed ID Generation Strategies: UUID, Auto‑Increment, Segment Mode, Redis INCR, Snowflake and Open‑Source Implementations
Top Architect
Top Architect
Dec 19, 2022 · Backend Development

Distributed ID Generation: Requirements, Schemes, and Implementations

This article explains why distributed ID generation is needed in micro‑service architectures, outlines business requirements such as global uniqueness and monotonicity, and surveys common generation schemes—including UUID, database auto‑increment, segment mode, Redis, Snowflake, Baidu UidGenerator, Meituan Leaf, and Didi TinyID – with code examples and pros/cons.

MicroservicesRedisUUID
0 likes · 13 min read
Distributed ID Generation: Requirements, Schemes, and Implementations
Top Architect
Top Architect
Dec 6, 2022 · Backend Development

Distributed ID Generation: Principles, Requirements, and Common Solutions

The article explains why traditional auto‑increment primary keys are unsuitable for distributed systems, outlines the key requirements for a distributed identifier, and reviews several practical generation schemes—including UUID, database auto‑increment, segment mode, Redis, Snowflake, Baidu UidGenerator, Meituan Leaf, and Didi TinyID—along with their advantages, drawbacks, and sample implementations.

DatabaseID generationRedis
0 likes · 13 min read
Distributed ID Generation: Principles, Requirements, and Common Solutions