Tagged articles

batch consumption

5 articles · Page 1 of 1

Jun 14, 2026 · Backend Development

Scaling to Millions of QPS: How Batch Consumption Beats Single-Message Processing

The article explains why single‑message consumption stalls under high QPS due to fixed per‑message overhead, and how merging pull, processing, and commit into batch operations dramatically boosts throughput while introducing trade‑offs in latency, memory, and failure handling, with practical guidelines for batch size selection and dynamic tuning.

KafkaPerformance Optimizationbatch consumption

0 likes · 16 min read

Scaling to Millions of QPS: How Batch Consumption Beats Single-Message Processing

Mike Chen's Internet Architecture

Aug 26, 2025 · Backend Development

How to Resolve Kafka Message Backlog: Scale Consumers and Optimize Processing

This article explains why Kafka message backlog happens, then details practical solutions such as adding consumer instances, using batch consumption, applying asynchronous processing, and simplifying business logic to improve consumer efficiency.

Performance Optimizationasynchronous-processingbatch consumption

0 likes · 4 min read

How to Resolve Kafka Message Backlog: Scale Consumers and Optimize Processing

Top Architect

Aug 7, 2020 · Backend Development

Using RocketMQ for Peak Shaving in Spring Boot: Configuration, Consumer Tuning, and Batch Consumption

This article explains how to use RocketMQ with Spring Boot to implement peak‑shaving, covering core components, consumer configuration, Maven setup, code examples, performance testing, and strategies for dynamic scaling and batch consumption.

Peak ShavingRocketMQSpring Boot

0 likes · 11 min read

Using RocketMQ for Peak Shaving in Spring Boot: Configuration, Consumer Tuning, and Batch Consumption

Architecture Digest

Jun 7, 2020 · Backend Development

Using RocketMQ for Peak Shaving in Spring Boot: Configuration, Consumer Tuning, and Batch Consumption

This article explains how to integrate RocketMQ with Spring Boot to implement peak‑shaving, detailing core components, consumer pull parameters, one‑way sending, batch consumption configuration, and practical performance testing with code examples and deployment tips.

Consumer TuningPeak ShavingRocketMQ

0 likes · 13 min read

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 ConfigurationPeak ShavingRocketMQ

0 likes · 14 min read

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