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NiuNiu MaTe
NiuNiu MaTe
Nov 5, 2025 · Backend Development

How to Build a High‑Concurrency, Strong‑Consistency E‑Commerce Order System

This article dissects the core processes, functional challenges, and architectural design of a high‑throughput, strongly consistent e‑commerce order system, covering forward and reverse flows, order creation, payment, fulfillment, cancellation, after‑sale handling, and the layered backend architecture that powers it.

Backend ArchitectureDistributed SystemsMicroservices
0 likes · 21 min read
How to Build a High‑Concurrency, Strong‑Consistency E‑Commerce Order System
Lobster Programming
Lobster Programming
Apr 17, 2025 · Backend Development

How Local Message Tables Solve Distributed Transaction Challenges

Using a local message table, developers can break down distributed transactions into local database operations and asynchronous MQ messages, ensuring eventual consistency, simplifying implementation, and handling retries, while balancing advantages like simplicity and compatibility against drawbacks such as added maintenance and potential queue dependencies.

Backend ArchitectureDistributed SystemsLocal Message Table
0 likes · 5 min read
How Local Message Tables Solve Distributed Transaction Challenges
Java Backend Technology
Java Backend Technology
Sep 24, 2019 · Backend Development

How RocketMQ Solves Distributed Transaction Issues with Message Middleware

This article explains how database sharding in micro‑service architectures creates transaction consistency problems and demonstrates a RocketMQ‑based solution that uses a two‑phase message workflow, state checks, and a Transaction table to achieve reliable distributed transactions.

Message MiddlewareRocketMQdistributed-transaction
0 likes · 8 min read
How RocketMQ Solves Distributed Transaction Issues with Message Middleware
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jun 12, 2018 · Blockchain

Why Banks Should Adopt Blockchain Systems: Principles and Architecture

This article explains why banks should adopt blockchain systems, outlines three guiding principles, describes typical integration architectures, examines changes to reconciliation and transaction consistency, and offers practical solutions for identity verification, key management, and high‑availability deployment.

BankingBlockchainIdentity verification
0 likes · 12 min read
Why Banks Should Adopt Blockchain Systems: Principles and Architecture
Didi Tech
Didi Tech
Apr 11, 2018 · Backend Development

How to Turn Synchronous RPC into Asynchronous Queues for Reliable Microservices

The article examines the reliability challenges of microservice architectures that rely heavily on synchronous RPC calls, and proposes a comprehensive solution that converts failing RPCs to asynchronous message‑queue workflows, introduces a write‑ahead‑queue for transactional consistency between databases and queues, and outlines offset management to ensure end‑to‑end fault tolerance.

KafkaMessage QueueMicroservices
0 likes · 12 min read
How to Turn Synchronous RPC into Asynchronous Queues for Reliable Microservices
Art of Distributed System Architecture Design
Art of Distributed System Architecture Design
Dec 2, 2016 · Backend Development

Mastering Distributed Transaction Consistency: From CAP to Message‑Based Compensation

This article examines the fundamental challenges of achieving consistency in distributed systems, explains the CAP theorem, compares two‑phase and three‑phase commit protocols, explores XA transactions, and presents practical compensation patterns such as local message tables, non‑transactional and transactional MQ designs, highlighting their trade‑offs and applicability.

CAP theoremDistributed SystemsMessage Queue
0 likes · 15 min read
Mastering Distributed Transaction Consistency: From CAP to Message‑Based Compensation