Distributed Testing

Test Development Learning Exchange

May 21, 2025 · Operations

Best Practices for Load Testing with Locust: Resource Management, User Simulation, Distributed Testing, and Monitoring

This guide outlines essential Locust load‑testing practices, covering resource and error handling, realistic user behavior simulation, distributed test setup, environment consistency, monitoring and reporting, security considerations, and systematic performance bottleneck identification.

Distributed TestingLocustPython

0 likes · 5 min read

Best Practices for Load Testing with Locust: Resource Management, User Simulation, Distributed Testing, and Monitoring

Test Development Learning Exchange

Oct 3, 2024 · Backend Development

Using pytest‑xdist for Parallel and Distributed Testing in Python

This guide explains how to install, configure, and use the pytest‑xdist plugin to run Python tests in parallel across multiple processes or machines, covering basic -n options, auto detection, distributed node setup, example test code, configuration files, and advanced features such as custom process names and SSH tunneling.

Distributed Testingparallel testingpytest

0 likes · 6 min read

Using pytest‑xdist for Parallel and Distributed Testing in Python

Beijing SF i-TECH City Technology Team

May 30, 2024 · Operations

Design and Practice of a Full-Link Load Testing Platform

This article describes the motivation, core design, technical choices, data and traffic isolation mechanisms, and implementation steps of a self‑developed full‑link load testing platform that enables production‑environment testing, reduces machine costs, and improves system stability and performance monitoring.

Data IsolationDistributed TestingSystem Stability

0 likes · 11 min read

Design and Practice of a Full-Link Load Testing Platform

360 Quality & Efficiency

Mar 31, 2023 · Operations

Setting Up JMeter for Windows GUI, Distributed, and CLI Load Testing

This guide explains how to install JMeter on Windows, configure GUI, distributed, and CLI modes, adjust Java and JMeter properties, run load tests, view results, and clean up, providing step‑by‑step instructions and command‑line examples for effective performance testing.

Distributed TestingJMetercli

0 likes · 11 min read

Setting Up JMeter for Windows GUI, Distributed, and CLI Load Testing

360 Quality & Efficiency

Oct 21, 2022 · Operations

Comprehensive Load‑Testing Plan and Implementation Using JMeter, Docker, and a Monitoring Stack

This document outlines the background, objectives, scenarios, strategies, TPS estimations, metric definitions, step‑by‑step testing process, component selection, script examples, various execution modes (GUI, CLI, distributed, Docker), and the monitoring architecture built with JMeter, InfluxDB, Prometheus, and Grafana for a large‑scale long‑connection service.

Distributed TestingDockerJMeter

0 likes · 16 min read

Comprehensive Load‑Testing Plan and Implementation Using JMeter, Docker, and a Monitoring Stack

FunTester

Aug 22, 2021 · Backend Development

Updates to DCS_FunTester Distributed Load‑Testing Framework and Gradle Multi‑Module Integration

This article details the finalization of the DCS_FunTester distributed load‑testing framework, shares practical lessons from converting a two‑project setup into a Gradle multi‑module build, and explains the implementation of result collection, task distribution, health‑check, and registration mechanisms using Java, Maven, and Spring APIs.

DCS_FunTesterDistributed TestingGradle

0 likes · 8 min read

FunTester

Jun 30, 2021 · Operations

Script‑Based Performance Testing Scenarios Using the FunTester Framework

This article introduces a flexible, script‑driven performance testing approach built on the FunTester framework, explains how to write Groovy/Java test scripts, demonstrates a demo implementation with reflection‑based execution, and covers test case creation, transmission, and execution for HTTP‑based load testing.

Distributed TestingFunTesterGroovy

0 likes · 13 min read

FunTester

Jun 1, 2021 · Backend Development

Distributed Performance Testing Framework: Jar Method Scenarios, Demo Implementation, and Execution

This article explains how to design and implement distributed performance testing cases using jar‑method invocations, demonstrates a Java demo with reflection‑based execution, discusses common pitfalls, and shows how to package, deploy, and run the test cases within a Docker‑enabled environment.

Distributed TestingDockerFunTester

0 likes · 13 min read

Distributed Performance Testing Framework: Jar Method Scenarios, Demo Implementation, and Execution

FunTester

May 20, 2021 · Backend Development

Extending FunTester Distributed Performance Testing Framework with Docker and Groovy

This article details a practical implementation of the FunTester distributed performance testing framework, covering its master‑slave‑server architecture, Docker image creation with a Groovy base, and full code examples for the master scheduler, slave agent, and test server.

Distributed TestingDockerGroovy

0 likes · 9 min read

Extending FunTester Distributed Performance Testing Framework with Docker and Groovy

Test Development Learning Exchange

May 3, 2021 · Operations

Using Locust for Distributed Load Testing: Installation, Script Explanation, and Execution

This article introduces Locust, an open‑source Python load‑testing framework, explains how to install it (including optional pyzmq for distributed mode), describes its core components, walks through a sample test script with database integration, and shows how to run and interpret results via the web UI or command line.

Distributed TestingLocustPython

0 likes · 7 min read

Using Locust for Distributed Load Testing: Installation, Script Explanation, and Execution

DeWu Technology

Apr 23, 2021 · Operations

Distributed UI Automation Practice and Architecture

The article presents DuLab, a distributed UI‑automation platform for mobile apps that leverages Airtest, Python/Tornado, Celery, and Redis to schedule and run bulk test cases on remote devices, detailing its layered case management, package database, mock services, and the resulting scalable, efficient regression testing across diverse devices.

AirtestCeleryDistributed Testing

0 likes · 14 min read

Distributed UI Automation Practice and Architecture

Tencent Cloud Developer

Nov 11, 2020 · Operations

An Overview of TarsBenchmark: A High‑Performance Microservice Load‑Testing Tool

TarsBenchmark is an open‑source, high‑performance microservice load‑testing tool from Tencent that uses a multi‑process, event‑driven architecture with connection reuse and lock‑free monitoring, supports extensible protocols via JSON test cases, and offers both single‑machine and cloud‑distributed testing, outperforming traditional tools like Apache Bench, Wrk, and JMeter.

C++Distributed TestingTarsBenchmark

0 likes · 22 min read

An Overview of TarsBenchmark: A High‑Performance Microservice Load‑Testing Tool

Ctrip Technology

Sep 3, 2020 · Operations

Precise Traffic Filtering for Ctrip Hotel Automated Testing Platform

This article describes the design and implementation of a precise traffic filtering system integrated with Ctrip's automated comparison platform, detailing manual and automatic filtering modules, Jaccard‑based similarity calculations, smart test case recommendation, and the resulting improvements in coverage, stability, and efficiency.

Code CoverageDistributed TestingJaccard similarity

0 likes · 7 min read

Precise Traffic Filtering for Ctrip Hotel Automated Testing Platform

58 Tech

Apr 20, 2020 · Operations

Comprehensive Guide to nGrinder: Architecture, Environment Setup, and Load‑Testing Process

This article introduces the powerful nGrinder load‑testing tool, explains its architecture and advantages over JMeter, walks through controller and agent deployment, script creation, data preparation, TPS control, parameterization, test execution, result analysis, and advanced features for building a stable, scalable distributed performance‑testing environment.

Distributed TestingGroovyJava

0 likes · 14 min read

Comprehensive Guide to nGrinder: Architecture, Environment Setup, and Load‑Testing Process

Ctrip Technology

May 24, 2018 · Frontend Development

SnapDiff: An Automated Frontend Visual and Message Diff Testing Platform

SnapDiff is a JavaScript‑based platform that automates front‑end visual and message‑level regression testing through image comparison, distributed execution, mock data handling, and intelligent report analysis, dramatically reducing maintenance effort and improving test coverage for rapidly iterating web applications.

Distributed TestingFrontend TestingPuppeteer

0 likes · 11 min read

SnapDiff: An Automated Frontend Visual and Message Diff Testing Platform

360 Quality & Efficiency

Jul 5, 2017 · Operations

Understanding JMeter Distributed Modes and Optimization Strategies

This article explains how JMeter implements its various distributed testing modes, examines the SampleSender interface and its overloads for standard, batch, and asynchronous modes, and presents optimization techniques that reduce network overhead and improve overall load‑testing performance.

Distributed TestingJMeterOptimization

0 likes · 3 min read

Understanding JMeter Distributed Modes and Optimization Strategies

Qunar Tech Salon

Jun 30, 2017 · Operations

Introduction to Qunit: Zero‑Intrusion Aspect Technology and Distributed Execution Platform

The article introduces Qunit, an API automation testing framework built on JUnit, explains its zero‑intrusion Java Agent aspect for mocking third‑party services, and describes a distributed execution platform that creates isolated environments to run tests in parallel, dramatically reducing overall test execution time.

API TestingDistributed TestingJava

0 likes · 11 min read

Introduction to Qunit: Zero‑Intrusion Aspect Technology and Distributed Execution Platform

360 Quality & Efficiency

Jun 29, 2017 · Operations

Understanding JMeter Distributed Testing Modes and Their Performance

This article explains JMeter's distributed testing capabilities, compares standard, batch, and asynchronous modes, and shows performance results using a visual platform, highlighting how controller bottlenecks can affect load testing at scale.

Asynchronous ModeBatch ModeDistributed Testing

0 likes · 6 min read

Understanding JMeter Distributed Testing Modes and Their Performance

360 Quality & Efficiency

Oct 20, 2016 · Backend Development

Mock + Proxy in SDK Automated Testing: Architecture, Process, and Lessons Learned

This article details the design, evolution, and scaling of a mock‑proxy based automated testing framework for an SDK, covering initial architecture, phase‑two enhancements, distributed execution, performance results, and remaining challenges in test data generation and infrastructure.

Distributed TestingMock TestingProxy Server

0 likes · 5 min read

Mock + Proxy in SDK Automated Testing: Architecture, Process, and Lessons Learned