Tagged articles

final-consistency

3 articles · Page 1 of 1

Apr 29, 2026 · Backend Development

Mastering SpringBoot Transactional Messaging for Distributed Consistency

This article explains how SpringBoot handles transactional messaging to achieve distributed data consistency, covering the concept of transaction messages, CAP theory, final consistency, and three practical implementations using a local message table, Kafka transactions, and RocketMQ, plus idempotency and compensation strategies.

CAP theoremKafkaRocketMQ

0 likes · 17 min read

Mastering SpringBoot Transactional Messaging for Distributed Consistency

Eric Tech Circle

Jul 29, 2024 · Backend Development

How to Keep Order Data Consistent Across Multiple External Systems

This article analyzes common data‑inconsistency problems in order‑placement workflows that involve many external services and presents a lightweight final‑consistency architecture with practical design guidelines, retry strategies, and compensation mechanisms to ensure reliable backend processing.

backend architecturedata consistencydistributed transaction

0 likes · 6 min read

How to Keep Order Data Consistent Across Multiple External Systems

Architect

Aug 6, 2015 · Backend Development

Design and Optimization of Alibaba's Notify and MetaQ Distributed Message Middleware

The article explains how Alibaba's Notify and MetaQ middleware achieve high‑performance, reliable distributed messaging and final consistency for massive e‑commerce transactions, detailing their architecture, design principles, scalability, fault‑tolerance, and the specific optimizations applied for the Double‑11 shopping festival.

AlibabaMetaQNotify

0 likes · 15 min read

Design and Optimization of Alibaba's Notify and MetaQ Distributed Message Middleware