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RocketMQ

540 articles · Page 5 of 6
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Aug 11, 2021 · Backend Development

Building a High‑Throughput, Highly Available Message Center with RocketMQ, ES, and Kubernetes

This article outlines the technical and business goals, design architecture, technology selection, and operational considerations for creating a message center capable of handling 10,000 messages per second upstream and 1,000 downstream, while ensuring 100% high availability and easy integration with third‑party push services.

RocketMQbackend-architecturedevops
0 likes · 5 min read
Building a High‑Throughput, Highly Available Message Center with RocketMQ, ES, and Kubernetes
Architect
Architect
Aug 6, 2021 · Backend Development

Design of a High‑Throughput Messaging Center Architecture

This article outlines a backend messaging center architecture that targets 10,000 messages per second inbound via RocketMQ, 1,000 messages per second outbound to third‑party platforms, and ensures 100% high availability using Spring Cloud Gateway, Kubernetes, Elasticsearch, and related technologies.

ElasticsearchKubernetesRocketMQ
0 likes · 5 min read
Design of a High‑Throughput Messaging Center Architecture
Programmer DD
Programmer DD
Jul 22, 2021 · Backend Development

How to Achieve Exactly‑Once Message Processing in RocketMQ Without Heavy Transactions

This article explains why message middleware guarantees at‑least‑once delivery, the challenges of duplicate consumption, and presents both simple and advanced deduplication strategies—including transactional and non‑transactional approaches using relational databases or Redis—to achieve effectively exactly‑once semantics in RocketMQ.

DatabaseExactly-onceIdempotence
0 likes · 18 min read
How to Achieve Exactly‑Once Message Processing in RocketMQ Without Heavy Transactions
Youzan Coder
Youzan Coder
Jul 15, 2021 · Backend Development

Message Queue Architecture Comparison: NSQ, Kafka, and RocketMQ in Distributed Systems

The article compares the architectures of NSQ (YouZan branch), Kafka, and RocketMQ—detailing their coordination mechanisms, storage models, consistency guarantees, and operational trade‑offs—while recommending Kafka for log‑big‑data workloads, RocketMQ for massive topic counts, and NSQ for extensibility and lightweight deployment.

High AvailabilityKafkaMessage Queue
0 likes · 16 min read
Message Queue Architecture Comparison: NSQ, Kafka, and RocketMQ in Distributed Systems
Code Ape Tech Column
Code Ape Tech Column
Jul 13, 2021 · Backend Development

Ensuring Consistent Money Transfers: Distributed Transactions & Message Queues Explained

The article examines how to prevent data inconsistency during cross‑service money transfers by using local transactions, two‑phase commit, and message‑queue based eventual consistency, providing detailed code examples, performance considerations, and practical solutions for large‑scale backend systems.

Data ConsistencyMessage QueueRocketMQ
0 likes · 23 min read
Ensuring Consistent Money Transfers: Distributed Transactions & Message Queues Explained
IT Architects Alliance
IT Architects Alliance
Jul 11, 2021 · Backend Development

Understanding Distributed Transactions: Two‑Phase Commit, Message‑Queue Solutions, and RocketMQ Transactional Messaging

This article explains how to guarantee data consistency when updating multiple tables or services by using local transactions for single‑node systems, two‑phase commit for distributed databases, and reliable message‑queue patterns—including RocketMQ transactional messages—to achieve eventual consistency and handle duplicate delivery.

Message QueueRocketMQTransactional Messaging
0 likes · 21 min read
Understanding Distributed Transactions: Two‑Phase Commit, Message‑Queue Solutions, and RocketMQ Transactional Messaging
Java High-Performance Architecture
Java High-Performance Architecture
Jul 3, 2021 · Backend Development

Building a High‑Throughput, Highly Available Messaging Center with RocketMQ & Elasticsearch

This article outlines the technical, business, and product goals for a messaging center, presents a prototype and functional requirements, evaluates RocketMQ and Elasticsearch as core technologies, and details the architectural design, underlying frameworks, and DevOps strategies—including Spring Cloud Gateway, Kubernetes, and Docker—to achieve 10,000 msg/s upstream throughput, 1,000 msg/s downstream delivery, and 100 % high availability.

ElasticsearchHigh AvailabilityKubernetes
0 likes · 5 min read
Building a High‑Throughput, Highly Available Messaging Center with RocketMQ & Elasticsearch
macrozheng
macrozheng
Jul 2, 2021 · Backend Development

From Zero to Running RocketMQ: My First Producer‑Consumer Walkthrough

This article chronicles my step‑by‑step journey of learning Apache RocketMQ, from downloading the source and building it with Maven, configuring mirrors, launching NameServer, Broker, Producer and Consumer on Windows, to exploring the system’s architecture and design principles.

JavaMessage QueueRocketMQ
0 likes · 17 min read
From Zero to Running RocketMQ: My First Producer‑Consumer Walkthrough
Alibaba Cloud Native
Alibaba Cloud Native
Jun 30, 2021 · Operations

How We Built a Dual‑Center, High‑Availability RocketMQ Platform

This article explains why RocketMQ was chosen, describes its large‑scale usage, details the design and implementation of a same‑city dual‑center architecture with near‑by production and consumption, outlines failover mechanisms, governance practices, lessons learned, and future plans for the messaging platform.

Dual CenterGovernanceHigh Availability
0 likes · 15 min read
How We Built a Dual‑Center, High‑Availability RocketMQ Platform
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Jun 27, 2021 · Backend Development

Integrating Apache RocketMQ with Spring Boot: Features, Configuration, Code Samples, and Interview Essentials

This article provides a comprehensive guide to using Apache RocketMQ with Spring Boot, covering core components, basic concepts, key features, step‑by‑step configuration, producer and consumer code examples, advanced message types, transaction handling, and common interview questions for distributed messaging systems.

JavaMessage QueueRocketMQ
0 likes · 16 min read
Integrating Apache RocketMQ with Spring Boot: Features, Configuration, Code Samples, and Interview Essentials
Selected Java Interview Questions
Selected Java Interview Questions
Jun 25, 2021 · Backend Development

Message Queues for Interviews: Why Use MQ, Benefits, Drawbacks, and Comparison of Kafka, ActiveMQ, RabbitMQ, and RocketMQ

This article explains why message queues are used in modern systems, outlines common interview questions about MQ, discusses the advantages of decoupling, asynchronous processing, and traffic shaping, examines the pros and cons of MQ, and compares the four major MQ products—Kafka, ActiveMQ, RabbitMQ, and RocketMQ—to help candidates prepare for technical interviews.

ActiveMQBackend DevelopmentKafka
0 likes · 11 min read
Message Queues for Interviews: Why Use MQ, Benefits, Drawbacks, and Comparison of Kafka, ActiveMQ, RabbitMQ, and RocketMQ
Su San Talks Tech
Su San Talks Tech
Jun 19, 2021 · Backend Development

How a Hidden NPE Revealed Deep Issues in Our Java Backend and RocketMQ Integration

After receiving a Sentry alert for a NullPointerException in a Java backend, the author traced the issue through user context handling with TransmittableThreadLocal, uncovered mismatched RocketMQ header propagation, multiple retry attempts, and a manual message injection, ultimately revealing how a missing header caused the NPE.

NPERocketMQSentry
0 likes · 18 min read
How a Hidden NPE Revealed Deep Issues in Our Java Backend and RocketMQ Integration
Alibaba Cloud Native
Alibaba Cloud Native
Jun 16, 2021 · Backend Development

How to Build a Scalable Distributed Message Governance Platform for High Availability

This article shares Haro's practical experience in designing and operating a distributed message governance platform that unifies RocketMQ, Kafka, and other middleware, covering metrics, monitoring, alerting, scenario‑based controls, and high‑availability strategies to keep microservices reliable under sudden traffic spikes.

MicroservicesRocketMQmonitoring
0 likes · 14 min read
How to Build a Scalable Distributed Message Governance Platform for High Availability
Alibaba Cloud Native
Alibaba Cloud Native
Jun 14, 2021 · Backend Development

Why RocketMQ Beats Other Open‑Source Queues: A Practical Selection Guide

This article evaluates open‑source message‑queue options by examining company, middleware‑team, and end‑user criteria, then explains why RocketMQ’s low technical and labor costs, stability, rich features, high performance, built‑in management tools, monitoring support, and active community make it a cost‑effective choice over alternatives like Kafka and Pulsar.

Backend DevelopmentComparisonMessage Queue
0 likes · 12 min read
Why RocketMQ Beats Other Open‑Source Queues: A Practical Selection Guide
Full-Stack Internet Architecture
Full-Stack Internet Architecture
May 19, 2021 · Backend Development

Understanding Message Queues: Benefits, Design Challenges, and Transactional Solutions

This article explores the role of message queues in microservice architectures, discussing their advantages such as decoupling, asynchronous processing, and load shedding, while also addressing design challenges like concurrency, ordering, duplicate handling, and transactional messaging with solutions including Kafka partitions, outbox patterns, CDC, and RocketMQ.

CDCKafkaMessage Queue
0 likes · 12 min read
Understanding Message Queues: Benefits, Design Challenges, and Transactional Solutions
ITPUB
ITPUB
May 10, 2021 · Backend Development

Unveiling RocketMQ NameServer: How Seven Classes Power the Registry

This article breaks down the design and source‑code implementation of RocketMQ's NameServer, detailing its core responsibilities, component interactions, and the seven Java classes that together provide network handling, connection management, routing, configuration, and startup logic.

JavaMessage QueueNameServer
0 likes · 11 min read
Unveiling RocketMQ NameServer: How Seven Classes Power the Registry
HelloTech
HelloTech
May 9, 2021 · Cloud Native

Distributed Message Governance and Microservice High‑Availability Practices

The guide details how to build a distributed message‑governance platform for the Hello mobility service, covering unified SDK design, RocketMQ pitfalls, client and cluster health monitoring, risk mitigation, and a tiered microservice high‑availability architecture that uses circuit‑breaking, rate‑limiting, and pre‑heating to ensure resilient traffic handling.

GovernanceHigh AvailabilityMessage Queue
0 likes · 14 min read
Distributed Message Governance and Microservice High‑Availability Practices
Full-Stack Internet Architecture
Full-Stack Internet Architecture
May 8, 2021 · Backend Development

Graceful Shutdown of RocketMQ Consumer in Spring Applications

The article recounts a production incident caused by an ungraceful RocketMQ consumer shutdown, analyzes the root cause involving Spring's bean destruction order and ShutdownHook behavior, and presents two solutions—using the official Spring‑Boot starter with SmartLifecycle or handling ContextClosedEvent—to achieve orderly termination.

Graceful ShutdownRocketMQShutdownHook
0 likes · 5 min read
Graceful Shutdown of RocketMQ Consumer in Spring Applications
ITPUB
ITPUB
Apr 23, 2021 · Backend Development

How to Set Up a High‑Availability RocketMQ Cluster on Two Servers (2‑Master‑2‑Slave Async)

This guide walks through the complete process of installing RocketMQ 4.8.0, configuring a two‑master‑two‑slave asynchronous high‑availability cluster across two Linux servers, setting up the web console, and troubleshooting common pitfalls such as missing JDK, memory limits, firewall rules, and network address issues.

High AvailabilityJavaLinux
0 likes · 20 min read
How to Set Up a High‑Availability RocketMQ Cluster on Two Servers (2‑Master‑2‑Slave Async)
vivo Internet Technology
vivo Internet Technology
Apr 21, 2021 · Operations

System Health Check: Principles and Implementation

System health checks, akin to medical exams, are vital for modern IT infrastructure, using active and passive monitoring, failover strategies, and tools like Spring Boot Actuator to detect hardware, network, load, or software issues, prevent single points of failure, and ensure continuous high‑availability service operation.

High AvailabilityNetwork ReliabilityRocketMQ
0 likes · 12 min read
System Health Check: Principles and Implementation
Code Ape Tech Column
Code Ape Tech Column
Apr 9, 2021 · Backend Development

Comprehensive Comparison of Kafka, RabbitMQ, RocketMQ, and ActiveMQ Across 17 Dimensions

This article provides a detailed side‑by‑side analysis of four major distributed message‑queue systems—Kafka, RabbitMQ, RocketMQ, and ActiveMQ—examining them across seventeen criteria such as documentation, language support, protocols, storage, transactions, load balancing, clustering, management UI, availability, duplication, throughput, subscription models, ordering, acknowledgments, replay, retry, and concurrency.

ActiveMQKafkaMessage Queue
0 likes · 22 min read
Comprehensive Comparison of Kafka, RabbitMQ, RocketMQ, and ActiveMQ Across 17 Dimensions
Alibaba Cloud Native
Alibaba Cloud Native
Apr 6, 2021 · Operations

How to Build a RocketMQ Monitoring System with Prometheus Exporter

This guide explains the design and implementation of RocketMQ‑Exporter, walks through setting up RocketMQ, compiling and running the exporter, configuring Prometheus to scrape its metrics, defining alert rules, and visualizing data with Grafana for a complete DevOps monitoring solution.

Cloud NativeExporterGrafana
0 likes · 15 min read
How to Build a RocketMQ Monitoring System with Prometheus Exporter
High Availability Architecture
High Availability Architecture
Apr 6, 2021 · Backend Development

Ensuring Distributed Transaction Consistency in High‑Concurrency Flash‑Sale Systems with Transactional Messages and RocketMQ

This article explains how to achieve strong consistency for high‑traffic flash‑sale (seckill) scenarios by using distributed transaction principles, flexible transaction models, and Alibaba Cloud RocketMQ transactional messages, providing detailed architectural guidance, implementation steps, code examples, and operational best practices.

High concurrencyMicroservicesRocketMQ
0 likes · 33 min read
Ensuring Distributed Transaction Consistency in High‑Concurrency Flash‑Sale Systems with Transactional Messages and RocketMQ
Alibaba Cloud Native
Alibaba Cloud Native
Apr 3, 2021 · Cloud Native

How RocketMQ Achieved Zero‑Failure Double‑11 with Cloud‑Native Operator and POP Consumption

This article details RocketMQ's 2020 Double‑11 transformation, covering its migration to a Kubernetes‑based operator, a MessageType‑indexed filter optimization that cut CPU usage by up to 32%, and the introduction of a POP consumption model that eliminates rebalance‑induced latency and improves reliability.

Cloud NativeKubernetesMessage Queue
0 likes · 14 min read
How RocketMQ Achieved Zero‑Failure Double‑11 with Cloud‑Native Operator and POP Consumption
Byte Quality Assurance Team
Byte Quality Assurance Team
Mar 31, 2021 · Backend Development

Root Cause Analysis and Optimization of RocketMQ Message Dispatch in the Tesla Interface Testing Platform

The article investigates a performance bottleneck in Tesla's interface testing platform where large test tasks experience up to nine‑minute report delays, identifies the hidden latency in RocketMQ message dispatch to handlers, and proposes a redesign of channel scheduling that reduces execution time to under four minutes.

Channel SchedulingMessage QueuePerformance Optimization
0 likes · 6 min read
Root Cause Analysis and Optimization of RocketMQ Message Dispatch in the Tesla Interface Testing Platform
High Availability Architecture
High Availability Architecture
Mar 29, 2021 · Backend Development

Design and Implementation of a WebSocket Long‑Connection Gateway for Real‑Time Push

This article presents the design, implementation, and performance evaluation of a Netty‑based WebSocket long‑connection gateway that centralizes session management, decouples business logic, supports horizontal scaling, and provides monitoring and alerting for high‑throughput real‑time data push in iQIYI’s platform.

NettyRocketMQWebSocket
0 likes · 12 min read
Design and Implementation of a WebSocket Long‑Connection Gateway for Real‑Time Push
dbaplus Community
dbaplus Community
Mar 23, 2021 · Operations

Why RocketMQ Took 10 Minutes to Recover: Deep Dive into a Production Outage

A production RocketMQ cluster suffered a 10‑minute message‑send timeout after a broker’s memory failure caused a server reboot, and the post analyzes the routing registration, name‑server removal logic, client‑side timeout handling, root cause of name‑server “dead‑lock”, and proposes deployment and code‑level fixes to prevent recurrence.

OperationsRocketMQbest-practices
0 likes · 9 min read
Why RocketMQ Took 10 Minutes to Recover: Deep Dive into a Production Outage
Alibaba Cloud Native
Alibaba Cloud Native
Mar 18, 2021 · Backend Development

5 Ways to Integrate Apache RocketMQ into the Spring Ecosystem

This article outlines five Spring-based approaches for using Apache RocketMQ—including Spring Messaging, Spring Cloud Stream, Spring Cloud Bus, Spring Cloud Data Flow, and Spring Cloud Function—detailing each project's features, typical use cases, and how they fit into modern Java microservice architectures.

JavaRocketMQSpring
0 likes · 11 min read
5 Ways to Integrate Apache RocketMQ into the Spring Ecosystem
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 17, 2021 · Backend Development

5 Ways to Harness RocketMQ in the Spring Ecosystem

This article explores five integration approaches for using Apache RocketMQ within the Spring ecosystem, detailing each project's features, typical use cases, and how they complement Spring Boot, Spring Messaging, and Spring Cloud Stream for building robust, scalable microservices.

JavaMicroservicesRocketMQ
0 likes · 12 min read
5 Ways to Harness RocketMQ in the Spring Ecosystem
Big Data Technology & Architecture
Big Data Technology & Architecture
Mar 3, 2021 · Backend Development

Design and Deployment of an Online Messaging System Using RocketMQ at Kuaishou

This article explains why Kuaishou needed a dedicated online messaging system, how RocketMQ was chosen and integrated, the deployment strategies, client SDK design, load‑balancing and disaster‑recovery mechanisms, diverse message features, distributed reconciliation monitoring, and performance‑tuning parameters.

Messaging SystemPerformance TuningRocketMQ
0 likes · 15 min read
Design and Deployment of an Online Messaging System Using RocketMQ at Kuaishou
iQIYI Technical Product Team
iQIYI Technical Product Team
Feb 26, 2021 · Backend Development

Design and Implementation of a WebSocket Long‑Connection Gateway for iQIYI Services

iQIYI built a Netty‑based WebSocket long‑connection gateway that centralizes session management, uses RocketMQ for cluster‑wide broadcast, provides a simple HTTP push API, scales horizontally to millions of connections, integrates Prometheus/Grafana monitoring, and dramatically cuts development effort for real‑time features such as comments and authentication.

Backend DevelopmentNettyRocketMQ
0 likes · 15 min read
Design and Implementation of a WebSocket Long‑Connection Gateway for iQIYI Services
Architecture Digest
Architecture Digest
Feb 17, 2021 · Operations

Step‑by‑Step Installation and Configuration of a 2‑Master‑2‑Slave Asynchronous RocketMQ Cluster

This article provides a comprehensive guide to installing and configuring Apache RocketMQ, covering its history, core features, high‑availability architectures, detailed port planning, downloading, editing broker configuration files, creating data directories, starting NameServer and brokers, troubleshooting common issues, and deploying the web console for monitoring.

High AvailabilityInstallationMessage Queue
0 likes · 18 min read
Step‑by‑Step Installation and Configuration of a 2‑Master‑2‑Slave Asynchronous RocketMQ Cluster
Top Architect
Top Architect
Feb 16, 2021 · Backend Development

Message Queue Interview Guide: Why Use MQ, Its Pros & Cons, and Comparison of Kafka, ActiveMQ, RabbitMQ, and RocketMQ

This article explains why message queues are used, outlines their advantages and disadvantages, compares Kafka, ActiveMQ, RabbitMQ, and RocketMQ in terms of throughput, latency, reliability and features, and provides interview‑style guidance on high availability, idempotency, data loss prevention, ordering, and scaling strategies.

ActiveMQMQRabbitMQ
0 likes · 33 min read
Message Queue Interview Guide: Why Use MQ, Its Pros & Cons, and Comparison of Kafka, ActiveMQ, RabbitMQ, and RocketMQ
Architect
Architect
Feb 14, 2021 · Backend Development

Message Idempotency and Exactly‑Once Processing in RocketMQ

This article explains why message middleware like RocketMQ guarantees at‑least‑once delivery, the resulting duplicate‑delivery problem, and presents both transaction‑based and non‑transactional idempotency solutions—including select‑for‑update, optimistic locking, and a Redis‑backed deduplication table—to achieve exactly‑once semantics in distributed systems.

DeduplicationExactly-onceMessage Idempotency
0 likes · 16 min read
Message Idempotency and Exactly‑Once Processing in RocketMQ
Practical DevOps Architecture
Practical DevOps Architecture
Feb 8, 2021 · Backend Development

Comparison of Common Message Queues: ActiveMQ, RocketMQ, and Kafka

This article compares ActiveMQ, RocketMQ, and Kafka across multiple dimensions such as messaging models, API completeness, language support, throughput, latency, availability, message loss risk, documentation, community activity, and commercial backing, helping readers choose the most suitable queue for their backend needs.

ActiveMQComparisonKafka
0 likes · 4 min read
Comparison of Common Message Queues: ActiveMQ, RocketMQ, and Kafka
21CTO
21CTO
Feb 7, 2021 · Backend Development

Why We Chose RocketMQ for Our Online Messaging System and How We Built It

This article explains why the team built a dedicated online messaging system, the scenarios where Kafka fell short, the decision to adopt RocketMQ, deployment strategies, SDK design, load‑balancing, distributed monitoring, and performance tuning tips for a robust backend solution.

Messaging SystemPerformance TuningRocketMQ
0 likes · 14 min read
Why We Chose RocketMQ for Our Online Messaging System and How We Built It
Code Ape Tech Column
Code Ape Tech Column
Feb 3, 2021 · Backend Development

Understanding RocketMQ Consumer Mechanisms: Consumption Modes, Idempotent Handling, Load Balancing, and Rebalancing

This article explains RocketMQ consumer fundamentals, covering concurrent and ordered consumption modes, how to achieve idempotent processing with Redis locks, the load‑balancing strategy implemented by RebalanceImpl, and the complete pull‑process‑consume workflow including code examples.

JavaMessage QueueRocketMQ
0 likes · 13 min read
Understanding RocketMQ Consumer Mechanisms: Consumption Modes, Idempotent Handling, Load Balancing, and Rebalancing
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 1, 2021 · Backend Development

How Does RocketMQ Ensure End-to-End Message Reliability?

This article examines RocketMQ's end‑to‑end reliability mechanisms, covering producer‑side sending strategies, broker storage guarantees, and consumer‑side consumption semantics to show how the system minimizes message loss in distributed environments.

Consumer RetryData persistenceMessage Queue
0 likes · 11 min read
How Does RocketMQ Ensure End-to-End Message Reliability?
Sohu Tech Products
Sohu Tech Products
Jan 13, 2021 · Operations

Introducing MQCloud: A One‑Stop Service Platform for RocketMQ Monitoring, Management, and Operations

This article explains RocketMQ’s core features, the operational challenges of using its console, and how the MQCloud platform was designed to separate business and admin roles, provide comprehensive monitoring, automated deployment, security hardening, and a customized client, ultimately turning operational pain into a scalable, open‑source solution.

Distributed MessagingMQCloudRocketMQ
0 likes · 15 min read
Introducing MQCloud: A One‑Stop Service Platform for RocketMQ Monitoring, Management, and Operations
Laravel Tech Community
Laravel Tech Community
Jan 3, 2021 · Backend Development

Apache RocketMQ 4.8.0 Released with Major DLedger Performance Improvements

Apache RocketMQ 4.8.0 has been released, featuring extensive optimizations and bug fixes, with significant performance, functionality, and stability enhancements to the Raft‑based DLedger mode, including asynchronous pipeline processing, batch log replication, and various lock and cache improvements that boost throughput by multiple times.

DLedgerPerformanceRocketMQ
0 likes · 4 min read
Apache RocketMQ 4.8.0 Released with Major DLedger Performance Improvements
Alibaba Cloud Native
Alibaba Cloud Native
Dec 16, 2020 · Cloud Native

RocketMQ’s Cloud‑Native Operator: 30% Faster Filtering and POP Consumption

This article details how Alibaba Cloud transformed RocketMQ with a Kubernetes‑based operator, optimized message filtering by indexing MessageType for up to 30% CPU reduction, and introduced a POP consumption model that eliminates rebalance delays, achieving stable performance during the 2020 Double‑11 peak.

Cloud NativeKubernetesMessage Filtering
0 likes · 14 min read
RocketMQ’s Cloud‑Native Operator: 30% Faster Filtering and POP Consumption
New Oriental Technology
New Oriental Technology
Nov 30, 2020 · Backend Development

Five Implementation Approaches for Delayed Messages in Message Queues

This article explains the concept and common use cases of delayed messages and compares five practical implementation methods—using Redis sorted sets, RabbitMQ delayed‑message exchange plugin, ActiveMQ scheduled messages, RocketMQ fixed delay levels, and a custom RocketMQ solution—detailing their workflows, advantages, and drawbacks.

ActiveMQMessage QueueRabbitMQ
0 likes · 19 min read
Five Implementation Approaches for Delayed Messages in Message Queues
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Nov 23, 2020 · Backend Development

Message Middleware: Benefits, Drawbacks, and Design Patterns for Concurrency, Ordering, Duplicate, and Transactional Messaging

This article explains the advantages and disadvantages of using message middleware in microservice architectures and details practical solutions for handling concurrency, ordered processing, duplicate messages, and transactional messaging using patterns like partitioning, outbox tables, CDC, and RocketMQ's two‑phase commit.

KafkaMicroservicesRocketMQ
0 likes · 12 min read
Message Middleware: Benefits, Drawbacks, and Design Patterns for Concurrency, Ordering, Duplicate, and Transactional Messaging
Java Backend Technology
Java Backend Technology
Nov 21, 2020 · Backend Development

Why Your RocketMQ Consumer Stalls: Uncovering the Hidden VIP Port Issue

This article walks through a real‑world RocketMQ failure where a consumer could not receive messages due to an unreachable VIP port, explains the broker’s three‑port architecture, shows how to diagnose the problem via logs, and provides code and configuration fixes to restore normal consumption.

Message QueueRocketMQTroubleshooting
0 likes · 9 min read
Why Your RocketMQ Consumer Stalls: Uncovering the Hidden VIP Port Issue
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Oct 22, 2020 · Backend Development

Core Concepts and Architecture of RocketMQ

This article introduces RocketMQ’s core concepts, including its deployment architecture, naming server, broker and client roles, subscription model, consumption modes, queue allocation algorithms, rebalancing, offset storage, transaction and delayed messages, as well as filtering mechanisms, providing a solid foundation for further practice.

Consumer GroupMessage QueueQueue Allocation
0 likes · 13 min read
Core Concepts and Architecture of RocketMQ
21CTO
21CTO
Oct 20, 2020 · Backend Development

How RocketMQ Transformed Cainiao’s Logistics System for Double‑11 Peaks

The article examines the scaling challenges of Cainiao's logistics platform during Alibaba's Double‑11 shopping festivals and explains how adopting RocketMQ for asynchronous decoupling dramatically reduced costs, stabilized the transaction‑logistics chain, and enabled sustainable high‑throughput processing.

AlibabaDistributed MessagingDouble 11
0 likes · 6 min read
How RocketMQ Transformed Cainiao’s Logistics System for Double‑11 Peaks
Architect
Architect
Oct 17, 2020 · Backend Development

Deep Dive into RocketMQ: History, Architecture, Core Modules, Storage, and Transactional Messaging

This article provides a comprehensive overview of RocketMQ, covering its evolution from early Alibaba messaging engines, the detailed architecture of NameServer, brokers, producers and consumers, the internal source‑code structure, startup process, storage mechanisms, flushing strategies, high‑availability replication, and the implementation of transactional messages.

JavaRocketMQTransactional Messaging
0 likes · 14 min read
Deep Dive into RocketMQ: History, Architecture, Core Modules, Storage, and Transactional Messaging
Java Architect Essentials
Java Architect Essentials
Oct 8, 2020 · Backend Development

Preventing Message Loss in RocketMQ: Scenarios and Solutions

This article analyzes the possible message loss scenarios in RocketMQ—including producer network issues, broker persistence failures, and consumer acknowledgment problems—and presents practical solutions such as transactional messaging, synchronous disk flushing, and proper consumer handling to achieve zero message loss.

Backend DevelopmentMessage QueueRocketMQ
0 likes · 7 min read
Preventing Message Loss in RocketMQ: Scenarios and Solutions
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Sep 19, 2020 · Backend Development

An Introduction to Apache RocketMQ: Concepts, Architecture, Message Types, and Best Practices

This article provides a comprehensive overview of Apache RocketMQ, covering its core concepts, architecture, various message types, reasons for adoption such as asynchronous decoupling and peak‑shaving, as well as best practices and local transaction patterns for reliable distributed messaging.

Message QueueRocketMQTransaction Messaging
0 likes · 17 min read
An Introduction to Apache RocketMQ: Concepts, Architecture, Message Types, and Best Practices
Architecture Digest
Architecture Digest
Sep 17, 2020 · Backend Development

Preventing Message Loss in RocketMQ: Scenarios and Solutions

This article explains the three common scenarios where messages can be lost in RocketMQ, analyzes their root causes, and presents concrete solutions—including transactional messaging, synchronous disk flushing with replication, and proper consumer acknowledgment—to achieve zero‑message loss while noting the performance trade‑offs.

Consumer FailoverMessage QueueRocketMQ
0 likes · 7 min read
Preventing Message Loss in RocketMQ: Scenarios and Solutions
JavaEdge
JavaEdge
Sep 16, 2020 · Backend Development

How RocketMQ Implements Distributed Transactional Messaging

This article explains the design and implementation of RocketMQ transactional messages, covering a complete order‑creation example, the producer’s transaction listener, the broker’s handling of half messages, transaction checks, and the final commit or rollback process.

Backend DevelopmentJavaRocketMQ
0 likes · 8 min read
How RocketMQ Implements Distributed Transactional Messaging
IT Architects Alliance
IT Architects Alliance
Sep 1, 2020 · Operations

How to Build a High‑Availability RocketMQ Cluster on Two Servers

This guide walks through the complete process of setting up a fault‑tolerant RocketMQ cluster on two Linux servers, covering environment preparation, Java installation, NameServer and Broker deployment, configuration of master‑slave modes, startup commands, troubleshooting, port opening, verification, and optional console installation.

High AvailabilityInstallationJava
0 likes · 22 min read
How to Build a High‑Availability RocketMQ Cluster on Two Servers
Alibaba Cloud Native
Alibaba Cloud Native
Aug 31, 2020 · Cloud Native

Deploy a RocketMQ Cluster on Kubernetes with the RocketMQ Operator – Step‑by‑Step Guide

This article walks through the background of RocketMQ, explains why an Operator is needed for cloud‑native deployments, and provides a complete, hands‑on tutorial for installing RocketMQ Operator via OperatorHub or manually, creating a RocketMQ cluster on Kubernetes, verifying it with producer/consumer examples, and cleaning up the resources.

Cloud NativeKubernetesRocketMQ
0 likes · 16 min read
Deploy a RocketMQ Cluster on Kubernetes with the RocketMQ Operator – Step‑by‑Step Guide
Programmer DD
Programmer DD
Aug 31, 2020 · Backend Development

How to Prevent Message Loss in RocketMQ: Scenarios and Zero‑Loss Solutions

This article examines common RocketMQ message loss scenarios—including network glitches, asynchronous disk flushing, and consumer acknowledgment failures—and presents practical solutions such as transactional messaging, synchronous flush configuration, and proper consumer handling to achieve zero message loss.

Consumer AckMessage QueueRocketMQ
0 likes · 8 min read
How to Prevent Message Loss in RocketMQ: Scenarios and Zero‑Loss Solutions
Wukong Talks Architecture
Wukong Talks Architecture
Aug 20, 2020 · Backend Development

RocketMQ Windows Installation, Configuration, Core Concepts, and Best Practices

This comprehensive guide walks through downloading and installing RocketMQ on Windows, configuring environment variables, starting services, integrating the RocketMQ console, explaining core components, message models, reliability strategies, duplicate handling, transaction messages, and ordering guarantees for robust distributed messaging systems.

ConfigurationInstallationJava
0 likes · 36 min read
RocketMQ Windows Installation, Configuration, Core Concepts, and Best Practices
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Aug 19, 2020 · Backend Development

Implementing Transactional Messages with Apache RocketMQ

This article explains how to use Apache RocketMQ's 2PC-based transactional messaging feature, covering the overall workflow, key concepts such as half messages and compensation, and providing complete Java/Spring Boot code examples for producers, transaction listeners, and consumers.

2PCJavaRocketMQ
0 likes · 12 min read
Implementing Transactional Messages with Apache RocketMQ
MaGe Linux Operations
MaGe Linux Operations
Aug 16, 2020 · Backend Development

How to Build a High‑Availability RocketMQ Cluster on Two Linux Servers

This guide walks through setting up a fault‑tolerant RocketMQ cluster on two CentOS 7 servers, covering installation of Java, NameServer, multiple Master‑Slave brokers in async and sync modes, configuration tweaks, port opening, verification, and optional console deployment.

BrokerCluster DeploymentHigh Availability
0 likes · 22 min read
How to Build a High‑Availability RocketMQ Cluster on Two Linux Servers
JavaEdge
JavaEdge
Aug 13, 2020 · Backend Development

How RocketMQ Producer Works: A Deep Dive into Init, Startup, and Message Sending

This article examines the RocketMQ client’s Producer implementation using the latest release‑4.7.1 source and unit tests, explaining the facade pattern, startup sequence, state management, and the three message‑sending modes with detailed code walkthroughs and design insights.

JavaRocketMQproducer
0 likes · 13 min read
How RocketMQ Producer Works: A Deep Dive into Init, Startup, and Message Sending
JavaEdge
JavaEdge
Aug 9, 2020 · Fundamentals

When Does Data Compression Boost System Performance? A Deep Dive into Kafka and RocketMQ

This article explains the significance of data compression, outlines when it should be applied, compares lossless algorithms, discusses segment selection, and details how Kafka and RocketMQ implement message compression to improve throughput while balancing CPU, storage, and network resources.

KafkaMessage QueuePerformance Optimization
0 likes · 9 min read
When Does Data Compression Boost System Performance? A Deep Dive into Kafka and RocketMQ
JavaEdge
JavaEdge
Aug 1, 2020 · Backend Development

How to Choose the Right Message Queue: RabbitMQ vs RocketMQ vs Kafka

This guide outlines key criteria for selecting a message queue—open source, ecosystem, reliability, clustering, and performance—and compares RabbitMQ, RocketMQ, and Kafka, highlighting each system's strengths, weaknesses, and ideal use‑cases.

KafkaRabbitMQRocketMQ
0 likes · 10 min read
How to Choose the Right Message Queue: RabbitMQ vs RocketMQ vs Kafka
ITPUB
ITPUB
Jul 10, 2020 · Backend Development

How RocketMQ Cut Costs and Stabilized Alibaba Logistics During Double‑11

Facing soaring order peaks each Double‑11, Alibaba's logistics arm re‑engineered its architecture with RocketMQ, using asynchronous decoupling to handle payment‑order traffic, dramatically reduce hardware spend, and keep logistics QPS stable without sacrificing user experience.

AlibabaDistributed MessagingLogistics Optimization
0 likes · 7 min read
How RocketMQ Cut Costs and Stabilized Alibaba Logistics During Double‑11
Top Architect
Top Architect
Jun 29, 2020 · Backend Development

Using RocketMQ for Traffic Shaping in Spring Boot: Configuration, Code Samples, and Performance Tuning

This article explains how to use RocketMQ for traffic‑shaping in a Spring Boot application, covering its core components, consumer pull configuration, integration via rocketmq‑spring‑boot‑starter, a practical like‑praise use case, a Maven setup, YAML configuration, and advanced topics such as dynamic scaling and batch consumption.

JavaMessage QueueMicroservices
0 likes · 15 min read
Using RocketMQ for Traffic Shaping in Spring Boot: Configuration, Code Samples, and Performance Tuning
21CTO
21CTO
Jun 13, 2020 · Backend Development

How RocketMQ Transformed Alibaba’s Logistics System for Double‑11 Peaks

This article examines the logistical challenges faced by Alibaba's Cainiao platform during Double‑11, explains why traditional databases and Redis fall short, and shows how adopting RocketMQ for asynchronous decoupling dramatically reduced costs and stabilized high‑volume order processing.

Distributed MessagingHigh concurrencyRocketMQ
0 likes · 6 min read
How RocketMQ Transformed Alibaba’s Logistics System for Double‑11 Peaks
Zhongtong Tech
Zhongtong Tech
Jun 1, 2020 · Backend Development

How ZTO Express Built ZMS: A Scalable Cloud‑Native Message Middleware Platform

ZMS is ZTO Express's cloud‑native message middleware platform built on RocketMQ and Kafka that automates deployment, provides a unified SDK, supports multi‑datacenter operation, and offers comprehensive monitoring, enabling seamless scaling and fault‑tolerant messaging for billions of daily events.

Message MiddlewareOperationsRocketMQ
0 likes · 8 min read
How ZTO Express Built ZMS: A Scalable Cloud‑Native Message Middleware Platform
Programmer DD
Programmer DD
May 28, 2020 · Backend Development

How to Use RocketMQ for Traffic Shaping and Peak‑Smoothing in Spring Boot

This article explains how RocketMQ’s decoupling, asynchronous and peak‑shaving features can be applied in a Spring Boot project to buffer massive like‑click traffic, reduce database pressure, and dynamically tune consumer pull parameters for optimal throughput.

Consumer ConfigurationMessage QueuePeak Shaving
0 likes · 14 min read
How to Use RocketMQ for Traffic Shaping and Peak‑Smoothing in Spring Boot
Architects' Tech Alliance
Architects' Tech Alliance
May 27, 2020 · Fundamentals

Message Queue Overview, Models, and Comparison of ActiveMQ, RabbitMQ, RocketMQ, and Kafka

This article introduces the fundamentals of message queues, explains their characteristics, delivery models, transmission modes, and push‑pull patterns, then compares four popular implementations—ActiveMQ, RabbitMQ, RocketMQ, and Kafka—highlighting each system's strengths, weaknesses, deployment requirements, and typical use cases.

ActiveMQKafkaMessage Queue
0 likes · 17 min read
Message Queue Overview, Models, and Comparison of ActiveMQ, RabbitMQ, RocketMQ, and Kafka
Architecture Digest
Architecture Digest
May 16, 2020 · Backend Development

RocketMQ Producer and Consumer Best Practices and Configuration Guide

This article provides a comprehensive guide to using RocketMQ, covering producer and consumer message handling, tag and key usage, logging, failure retry strategies, oneway sending, broker roles, name server addressing, client configuration, JVM and Linux kernel tuning, and practical code examples.

ConfigurationMessage QueueRocketMQ
0 likes · 19 min read
RocketMQ Producer and Consumer Best Practices and Configuration Guide
Top Architect
Top Architect
May 3, 2020 · Backend Development

Deploying RocketMQ with Docker and Integrating It into a Spring Boot Application

This guide walks through setting up a RocketMQ server using Docker Compose, configuring the necessary broker and name server files, and then demonstrates how to quickly start the services and integrate RocketMQ with Spring Boot via the rocketmq‑spring‑boot‑starter, including full code examples.

DockerComposeMessageQueueRocketMQ
0 likes · 10 min read
Deploying RocketMQ with Docker and Integrating It into a Spring Boot Application
Alibaba Cloud Native
Alibaba Cloud Native
Apr 26, 2020 · Cloud Native

How to Build Serverless Cloud‑Native Apps with RocketMQ and Knative

This article explains how to combine RocketMQ with Knative to create cloud‑native, event‑driven serverless applications, covering cloud‑native fundamentals, Knative architecture, RocketMQSource integration, a food‑delivery use case, deployment steps, command‑line examples, and additional scenarios.

Cloud NativeKnativeKubernetes
0 likes · 11 min read
How to Build Serverless Cloud‑Native Apps with RocketMQ and Knative
Top Architect
Top Architect
Apr 9, 2020 · Backend Development

Low‑Latency and High‑Availability Design of RocketMQ: Evolution, Optimizations, and Capacity Planning

This article reviews the evolution of Alibaba's Aliware message engine, analyzes the low‑latency and high‑availability challenges faced during Double 11, and details the architectural, JVM, memory, rate‑limiting, and multi‑replica solutions that enabled RocketMQ to achieve sub‑millisecond write latency and five‑nine availability.

RocketMQcapacity planningdistributed systems
0 likes · 29 min read
Low‑Latency and High‑Availability Design of RocketMQ: Evolution, Optimizations, and Capacity Planning
Architecture Digest
Architecture Digest
Feb 24, 2020 · Backend Development

Understanding RocketMQ Transaction Messages with Code Examples

This article explains RocketMQ's transaction message feature, covering core concepts, the execution flow, and provides complete Java code examples for an order service and a product service that demonstrate how distributed transactions are implemented and verified.

JavaMessage QueueRocketMQ
0 likes · 9 min read
Understanding RocketMQ Transaction Messages with Code Examples
Java Captain
Java Captain
Feb 12, 2020 · Backend Development

Comprehensive Comparison of Kafka, RabbitMQ, ZeroMQ, RocketMQ, and ActiveMQ

This article provides a detailed side‑by‑side comparison of five popular message‑queue systems—Kafka, RabbitMQ, ZeroMQ, RocketMQ and ActiveMQ—covering documentation, supported languages, protocols, storage, transactions, load balancing, clustering, management interfaces, availability, throughput, subscription models, ordering, acknowledgments, replay, retry, concurrency and more.

ActiveMQComparisonKafka
0 likes · 21 min read
Comprehensive Comparison of Kafka, RabbitMQ, ZeroMQ, RocketMQ, and ActiveMQ
Yanxuan Tech Team
Yanxuan Tech Team
Feb 10, 2020 · Backend Development

How Yanxuan’s Unified Message Center Scales with RocketMQ, Kafka, and K8s

This article details Yanxuan's evolution from a chaotic, multi‑queue setup to a unified, cloud‑native message center built on RocketMQ and Kafka, describing current services, scheduling mechanisms, publish‑subscribe implementation, and future plans for platformization and Kubernetes‑based resource management.

KafkaKubernetesMiddleware
0 likes · 13 min read
How Yanxuan’s Unified Message Center Scales with RocketMQ, Kafka, and K8s
21CTO
21CTO
Jan 14, 2020 · Operations

How ByteDance Scaled RocketMQ with Proxies for High‑Performance Messaging and Disaster Recovery

This article details ByteDance's (今日头条) migration to RocketMQ, explaining the business drivers, the reasons for choosing RocketMQ, the proxy‑based architecture for producers and consumers, performance gains, operational challenges, and the disaster‑recovery designs implemented to ensure high availability in a micro‑service environment.

Message QueueProxy ArchitectureRocketMQ
0 likes · 14 min read
How ByteDance Scaled RocketMQ with Proxies for High‑Performance Messaging and Disaster Recovery
Big Data Technology & Architecture
Big Data Technology & Architecture
Dec 15, 2019 · Operations

Understanding RocketMQ: Architecture, Key Features, and Best Practices

This article provides a comprehensive overview of RocketMQ, covering its architecture, how it handles ordered and duplicate messages, transaction processing, producer and consumer mechanisms, storage design, subscription models, and practical best‑practice recommendations for building reliable distributed messaging systems.

DuplicationMessage QueueOrdering
0 likes · 23 min read
Understanding RocketMQ: Architecture, Key Features, and Best Practices