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debounce

40 articles · Page 1 of 1
liandk
liandk
Aug 10, 2026 · Backend Development

Microservice Resilience: Rate Limiting, Circuit Breaker, Degradation & Debounce

To keep microservice systems stable, the article explains why fault‑tolerance is essential, defines service avalanches, and details four core safeguards—rate limiting, circuit breaking, degradation, and debounce—covering their principles, typical use cases, deployment layers, and how they work together to prevent cascading failures.

Fault Tolerancecircuit breakerdebounce
0 likes · 8 min read
Microservice Resilience: Rate Limiting, Circuit Breaker, Degradation & Debounce
AndroidPub
AndroidPub
Dec 8, 2025 · Mobile Development

Mastering Debounce in Kotlin Flow: From Basics to Advanced Use Cases

This article explains the debounce operator in Kotlin Flow, covering its core concept, practical scenarios like search input, multiple implementation styles—including fixed timeout, duration‑based, and dynamic debounce—along with internal mechanics, performance trade‑offs, best practices, common pitfalls, and real‑world code examples.

AndroidCoroutinesFlow
0 likes · 13 min read
Mastering Debounce in Kotlin Flow: From Basics to Advanced Use Cases
php Courses
php Courses
Dec 5, 2025 · Backend Development

How to Implement Debounce and Prevent Duplicate Submissions in PHP

This guide explains how to use PHP sessions to create a debounce function that limits rapid event firing and a token‑based mechanism that stops users from submitting the same form multiple times, complete with step‑by‑step code examples.

PHPWeb Developmentdebounce
0 likes · 4 min read
How to Implement Debounce and Prevent Duplicate Submissions in PHP
FunTester
FunTester
Nov 7, 2025 · Frontend Development

Prevent Memory Leaks and Master Event Handling in JavaScript

This article explains how forgetting to remove event listeners can cause memory leaks, demonstrates proper listener cleanup, addresses closure pitfalls in loops, introduces event delegation, and provides practical debounce, throttle, naming conventions, and debugging techniques for robust frontend development.

FrontendThrottledebounce
0 likes · 16 min read
Prevent Memory Leaks and Master Event Handling in JavaScript
JavaScript
JavaScript
Oct 12, 2025 · Frontend Development

How to Stop Double‑Click Mishaps: Proven Front‑End Strategies

This article explains why buttons are often clicked repeatedly in web apps, outlines common causes such as user habits, network latency, and bugs, and presents several practical front‑end solutions—including disabling the button, using a flag, CSS tricks, and backend idempotency checks—to prevent duplicate submissions and improve user experience.

Frontendbuttondebounce
0 likes · 7 min read
How to Stop Double‑Click Mishaps: Proven Front‑End Strategies
JavaScript
JavaScript
Jun 29, 2025 · Frontend Development

How to Stop Duplicate Uploads: UI Locks, Logic Flags, and Best Practices

This article explains why repeatedly clicking an upload button can cause duplicate requests, UI confusion, and data errors, and presents three robust solutions—disabling the button, using a state flag, and why debounce or throttle are unsuitable—plus essential backend safeguards.

FrontendThrottledebounce
0 likes · 9 min read
How to Stop Duplicate Uploads: UI Locks, Logic Flags, and Best Practices
JavaScript
JavaScript
Jun 11, 2025 · Frontend Development

How to Prevent Double-Click Mishaps in Frontend Buttons: Proven Strategies

This article explains why buttons are often clicked repeatedly in web apps, outlines common causes such as user habits, network latency, and bugs, and presents multiple practical solutions—including disabling the button, using a flag, applying CSS pointer‑events, and enforcing backend idempotency—to ensure robust, user‑friendly interactions.

buttondebouncedouble-click
0 likes · 7 min read
How to Prevent Double-Click Mishaps in Frontend Buttons: Proven Strategies
Top Architect
Top Architect
Jun 4, 2025 · Backend Development

Implementing Request Debounce in Java Backend Using Redis and Redisson

This article explains how to implement request debouncing in Java backend services using Redis and Redisson, covering the concept, interface types needing debouncing, duplicate request detection, shared cache and distributed lock solutions, with complete code examples and testing results.

RedisSpringbackend
0 likes · 17 min read
Implementing Request Debounce in Java Backend Using Redis and Redisson
JavaScript
JavaScript
Apr 30, 2025 · Frontend Development

Mastering Debounce & Throttle: Modern JavaScript Techniques & Code Samples

This article explains traditional and modern ways to implement debounce and throttle in JavaScript, covering classic functions, decorators, requestAnimationFrame, AbortController, Web Streams API, and third‑party libraries, with code examples, performance trade‑offs, and real‑world use cases.

ThrottleWeb APIsdebounce
0 likes · 6 min read
Mastering Debounce & Throttle: Modern JavaScript Techniques & Code Samples
php Courses
php Courses
Apr 10, 2025 · Backend Development

Implementing Debounce and Preventing Duplicate Submissions in PHP

This article explains how to implement debounce functionality and prevent duplicate form submissions in PHP using session storage, providing step‑by‑step code examples for creating a debounce helper, generating and validating tokens, and integrating them into web forms.

Formdebouncesession
0 likes · 5 min read
Implementing Debounce and Preventing Duplicate Submissions in PHP
Architect
Architect
Dec 22, 2024 · Backend Development

Implementing Interface Debounce with Distributed Locks in Java (Redis & Redisson)

This article explains the concept of request debouncing, identifies which API endpoints need it, and provides a detailed tutorial on implementing distributed debounce using shared Redis cache or Redisson locks in a Spring Boot backend, complete with annotation design, unique key generation, and code examples.

RedisRedissondebounce
0 likes · 16 min read
Implementing Interface Debounce with Distributed Locks in Java (Redis & Redisson)
Top Architect
Top Architect
Nov 12, 2024 · Backend Development

Preventing Duplicate Submissions in Java Backend with Debounce and Distributed Locks

This article explains how to implement request debouncing and distributed locking in a Java backend using Redis and Redisson, covering the definition of debounce, identifying suitable APIs, generating unique keys, and providing complete code examples for both cache‑based and Redisson‑based lock mechanisms.

RedisSpringBootdebounce
0 likes · 17 min read
Preventing Duplicate Submissions in Java Backend with Debounce and Distributed Locks
Architect
Architect
Nov 10, 2024 · Backend Development

How to Prevent Duplicate Submissions in Java APIs with Redis and Redisson Locks

This article explains why API debouncing is crucial for backend Java services, outlines which endpoints need protection, describes how to identify duplicate requests, and provides step‑by‑step implementations using Redis shared‑cache and Redisson distributed locks with concrete code examples and test results.

RedisRedissonSpring
0 likes · 14 min read
How to Prevent Duplicate Submissions in Java APIs with Redis and Redisson Locks
Top Architect
Top Architect
Sep 20, 2024 · Backend Development

Implementing Interface Debounce with Distributed Locks in Java Backend Systems

This article explains the concept of request debouncing, identifies which API endpoints need it, and demonstrates two distributed lock solutions—shared Redis cache and Redisson—by providing complete Java code examples, configuration steps, and test results to prevent duplicate submissions in backend services.

RedisSpringdebounce
0 likes · 17 min read
Implementing Interface Debounce with Distributed Locks in Java Backend Systems
Code Ape Tech Column
Code Ape Tech Column
Aug 29, 2024 · Backend Development

Implementing Interface Debounce with Redis and Redisson in Java Backend

This article explains how to prevent duplicate submissions in Java backend APIs by applying debounce techniques using shared Redis caches or Redisson distributed locks, detailing the design of a @RequestLock annotation, key generation, aspect implementation, and practical testing results.

Redissondebouncedistributed-lock
0 likes · 15 min read
Implementing Interface Debounce with Redis and Redisson in Java Backend
Java Backend Technology
Java Backend Technology
Aug 23, 2024 · Backend Development

How to Implement Distributed API Debounce with Redis and Redisson in Java

This article explains why API debounce is essential, identifies the types of endpoints that need it, and provides two distributed solutions—shared Redis cache and Redisson lock—along with complete Java code examples and deployment tips for preventing duplicate submissions in a Spring Boot backend.

API idempotencyRedisRedisson
0 likes · 16 min read
How to Implement Distributed API Debounce with Redis and Redisson in Java
Top Architect
Top Architect
Jul 7, 2024 · Backend Development

Backend Request Debounce and Distributed Lock Implementation in Java

This article explains the concept of request debouncing, outlines ideal debounce component characteristics, identifies which API endpoints need debouncing, and provides detailed Java implementations using shared Redis cache and Redisson distributed locks, including custom annotations, key generation, and practical testing results.

AnnotationRedisSpring
0 likes · 18 min read
Backend Request Debounce and Distributed Lock Implementation in Java
Architecture Digest
Architecture Digest
Jun 25, 2024 · Backend Development

Implementing Request Debounce in Backend Systems Using Redis and Redisson

This article explains why request debouncing is essential for backend APIs, identifies the types of endpoints that need it, and provides two distributed solutions—shared Redis cache and Redisson locks—along with complete Java annotation and aspect implementations, testing results, and best‑practice recommendations.

AnnotationRedissondebounce
0 likes · 12 min read
Implementing Request Debounce in Backend Systems Using Redis and Redisson
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Jun 19, 2024 · Frontend Development

Preventing Duplicate API Requests in Front‑end Development with Debounce, Throttle, Loading Locks, and Axios CancelToken

The article explains why repeated button clicks or searches cause duplicate API calls, discusses why debounce/throttle are not ideal, and presents three practical solutions—loading state locking, request cancellation with Axios CancelToken, and related code examples—to efficiently avoid redundant requests in Vue applications.

APIFrontendThrottle
0 likes · 7 min read
Preventing Duplicate API Requests in Front‑end Development with Debounce, Throttle, Loading Locks, and Axios CancelToken
macrozheng
macrozheng
Jun 18, 2024 · Backend Development

How to Implement Robust API Debounce with Redis and Redisson in Spring Boot 3

This article explains why API debounce is essential, outlines which endpoints need it, describes how to generate unique keys, and provides complete implementations using Redis cache and Redisson distributed locks in a Spring Boot 3 backend, complete with testing results.

APISpring Bootdebounce
0 likes · 17 min read
How to Implement Robust API Debounce with Redis and Redisson in Spring Boot 3
Top Architect
Top Architect
Jun 5, 2024 · Backend Development

Implementing Interface Debounce (Anti‑duplicate Submission) in Java Backend with Redis and Redisson

This article explains how to prevent duplicate API calls in Java backend systems by using debounce techniques, shared Redis caches or Redisson distributed locks, and provides complete annotation‑based implementations with code examples, key generation strategies, and testing results to achieve idempotent interfaces.

RedisRedissondebounce
0 likes · 16 min read
Implementing Interface Debounce (Anti‑duplicate Submission) in Java Backend with Redis and Redisson
Programmer XiaoFu
Programmer XiaoFu
May 28, 2024 · Backend Development

SpringBoot Techniques for API Debounce to Eliminate Duplicate Submissions

The article explains why API debounce is essential, identifies the types of endpoints that need it, and walks through two SpringBoot solutions—Redis‑based shared cache and Redisson distributed lock—complete with custom annotations, key generation, code samples, test results, and practical limitations.

RedisRedissonSpringBoot
0 likes · 14 min read
SpringBoot Techniques for API Debounce to Eliminate Duplicate Submissions
Architect
Architect
Jan 29, 2024 · Backend Development

How to Implement Robust Request Debounce in Java Backend with Redis and Redisson

This article explains why request debounce is essential for preventing duplicate submissions, outlines which APIs need protection, and walks through two distributed‑lock solutions—shared Redis cache and Redisson—showing concrete annotations, key‑generation logic, and Spring‑AOP code with full test results.

RedisSpringbackend
0 likes · 19 min read
How to Implement Robust Request Debounce in Java Backend with Redis and Redisson
php Courses
php Courses
Dec 1, 2023 · Backend Development

Implement Debounce and Duplicate Submission Prevention in PHP

This article explains how to implement debounce to limit frequent event triggers and prevent duplicate form submissions in PHP by using session storage and token validation, providing step‑by‑step instructions and complete code examples.

PHPdebounceduplicate-submission
0 likes · 4 min read
Implement Debounce and Duplicate Submission Prevention in PHP
php Courses
php Courses
Oct 13, 2023 · Backend Development

Implementing Debounce Technique in PHP to Improve System Performance

This article explains how to use a debounce function in PHP to compress multiple rapid event triggers into a single execution, thereby reducing system load and improving performance, and provides complete code examples demonstrating its implementation and effect.

PHPdebounce
0 likes · 4 min read
Implementing Debounce Technique in PHP to Improve System Performance
政采云技术
政采云技术
Mar 21, 2023 · Frontend Development

Understanding the this Binding in JavaScript

This article explains how the this keyword is bound in JavaScript, covering default, implicit, explicit, new, and arrow‑function bindings, and demonstrates the concepts with practical debounce examples and code snippets to show how the calling context determines the value of this.

FrontendJavaScriptclosure
0 likes · 12 min read
Understanding the this Binding in JavaScript
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Sep 27, 2022 · Frontend Development

Understanding Closures and Currying in JavaScript: Functional Programming Essentials

This article explains how closures and currying form the core of JavaScript functional programming, demonstrates multiple curry implementations, shows practical uses such as argument caching, debounce/throttle, and lodash utilities, and highlights their relevance for front‑end developer interviews.

CurryingFunctional ProgrammingHigher-Order Functions
0 likes · 14 min read
Understanding Closures and Currying in JavaScript: Functional Programming Essentials
New Oriental Technology
New Oriental Technology
Jun 17, 2022 · Frontend Development

Understanding JavaScript Throttle and Debounce: Concepts, Code Examples, and Practical Applications

This article explains the fundamental differences between JavaScript throttle and debounce techniques using an intuitive real-world analogy, provides clear code implementations, compares their execution behaviors, and demonstrates practical usage scenarios with the Lodash library for optimizing frontend event handling.

JavaScriptThrottleWeb Development
0 likes · 7 min read
Understanding JavaScript Throttle and Debounce: Concepts, Code Examples, and Practical Applications
Qingyun Technology Community
Qingyun Technology Community
Aug 9, 2021 · Frontend Development

Master Debounce and Throttle: When to Use Each in JavaScript

This article explains the concepts of debounce and throttle in JavaScript, illustrates their principles and typical use cases such as button submissions, search suggestions, window resize, and drag‑and‑drop, and provides practical implementations with code examples and options for immediate execution, timestamps, and timers.

FrontendJavaScriptThrottle
0 likes · 7 min read
Master Debounce and Throttle: When to Use Each in JavaScript