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object-pooling

15 articles · Page 1 of 1
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Jun 19, 2026 · Backend Development

Java Pooling Under High Concurrency: Resource Reuse and Performance Optimization

The article explains Java pooling techniques for high‑concurrency scenarios, introduces Apache Commons Pool 2, demonstrates how to configure dependencies, implement a PooledObjectFactory, create custom eviction policies and statistics, and shows a complete runnable example that highlights resource reuse and performance gains.

JavaPerformance OptimizationSpring Boot
0 likes · 8 min read
Java Pooling Under High Concurrency: Resource Reuse and Performance Optimization
Go Programming World
Go Programming World
Sep 7, 2025 · Backend Development

Mastering Go’s sync.Pool: Deep Dive into Object Pooling and Performance

This article explains how Go's sync.Pool works, shows practical usage examples, walks through its source code, and details the underlying implementation, including Put/Get methods, pinning, and garbage‑collection interaction, helping developers efficiently reuse objects in concurrent programs.

Goconcurrencyobject-pooling
0 likes · 20 min read
Mastering Go’s sync.Pool: Deep Dive into Object Pooling and Performance
Sohu Tech Products
Sohu Tech Products
Feb 19, 2025 · Backend Development

Using Apache Commons Pool for Object Pooling and Jedis Connection Pool in Java

The article explains how to use Apache Commons Pool to create reusable object pools in Java—showing Maven setup, a custom PooledObjectFactory, pool configuration, borrowing and returning objects, and demonstrates a Redis Jedis connection pool built on the same framework while detailing the pool’s initialization, borrowing, and return mechanisms.

Connection PoolJavaJedis
0 likes · 8 min read
Using Apache Commons Pool for Object Pooling and Jedis Connection Pool in Java
Ops Development & AI Practice
Ops Development & AI Practice
May 17, 2024 · Backend Development

Boost Go Performance: Mastering sync.Pool for Object Reuse

This article explains how Go's sync.Pool enables efficient object reuse to cut memory allocation and garbage‑collection overhead, detailing its features, basic usage, underlying mechanics, ideal scenarios, performance‑boosting examples, and important considerations for safe and effective implementation.

Goobject-poolingsync.Pool
0 likes · 8 min read
Boost Go Performance: Mastering sync.Pool for Object Reuse
Baidu Geek Talk
Baidu Geek Talk
Jan 8, 2024 · Backend Development

Exgraph: A Graph Execution Engine for Task Orchestration

Exgraph, Baidu Search’s graph execution engine, uses a human‑readable description language and a robust execution core with dependency injection, object pooling, and interruption handling to orchestrate complex, parallel or conditional tasks, improving code readability and unifying diverse execution scenarios in search architecture.

DAGDependency InjectionGo development
0 likes · 10 min read
Exgraph: A Graph Execution Engine for Task Orchestration
Java Architect Essentials
Java Architect Essentials
Jun 11, 2023 · Backend Development

Understanding Java Object Pooling: Commons Pool 2, Jedis Integration, and HikariCP Performance

This article explains Java object pooling concepts, introduces the Commons Pool 2 library, demonstrates its use with Redis via Jedis, compares performance with JMH benchmarks, and discusses the high‑performance HikariCP database connection pool, including configuration tips and common interview questions.

Connection PoolHikariCPJMH
0 likes · 15 min read
Understanding Java Object Pooling: Commons Pool 2, Jedis Integration, and HikariCP Performance
FunTester
FunTester
Jan 29, 2023 · Backend Development

How to Extend Commons‑Pool2 for Custom KeyedObjectPool Idle Management

This article explains why the default Apache Commons‑Pool2 APIs cannot limit idle objects per key, and demonstrates three practical techniques—scheduled cleanup, factory modification, and priority‑based eviction—to enforce per‑key idle limits in a GenericKeyedObjectPool implementation.

GenericKeyedObjectPoolJavaResource Management
0 likes · 7 min read
How to Extend Commons‑Pool2 for Custom KeyedObjectPool Idle Management
Architect
Architect
Aug 5, 2022 · Databases

Understanding Object Pooling in Java: Commons Pool 2, HikariCP, and Performance Benchmarks

This article explains Java object pooling concepts, introduces the Commons Pool 2 library and its usage with Redis's Jedis client, compares it with the high‑performance HikariCP database connection pool, and presents JMH benchmark results demonstrating significant throughput gains, while also covering configuration parameters and interview questions.

Commons-PoolDatabase ConnectionHikariCP
0 likes · 15 min read
Understanding Object Pooling in Java: Commons Pool 2, HikariCP, and Performance Benchmarks
Code Ape Tech Column
Code Ape Tech Column
Aug 1, 2022 · Backend Development

Understanding Object Pooling in Java: Commons Pool 2, Jedis, and HikariCP

This article explains how object pooling in Java—using Commons Pool 2, the Jedis Redis client, and the HikariCP database connection pool—can dramatically improve performance by reusing expensive resources, detailing key configuration parameters, benchmark results, and practical tuning advice.

Commons Pool 2HikariCPJava
0 likes · 13 min read
Understanding Object Pooling in Java: Commons Pool 2, Jedis, and HikariCP
FunTester
FunTester
Jun 2, 2022 · Backend Development

How Fast Can Apache Commons Pool2 Run? A Deep Performance Test

This article details a performance evaluation of Apache Commons Pool2 on a MacBook Pro, comparing no‑wait and wait scenarios, presenting QPS results, identifying bottlenecks in LinkedBlockingDeque and AtomicLong, and outlining the test setup, code, and conclusions.

Backend DevelopmentGroovyJava
0 likes · 5 min read
How Fast Can Apache Commons Pool2 Run? A Deep Performance Test
FunTester
FunTester
May 23, 2022 · Backend Development

Using Apache Commons Pool2 GenericKeyedObjectPool for gRPC Connection Management

This article explains how to apply Apache Commons Pool2's GenericKeyedObjectPool to pool gRPC ManagedChannel objects, discusses thread‑safety and performance considerations, and provides concrete Java code for a keyed object pool factory, pool configuration, and typical acquire/return usage patterns.

Apache Commons Pool2Javaconcurrency
0 likes · 7 min read
Using Apache Commons Pool2 GenericKeyedObjectPool for gRPC Connection Management
vivo Internet Technology
vivo Internet Technology
Apr 21, 2021 · Backend Development

Analysis of Apache Commons-Pool2 Object Pooling Implementation

The article examines Apache Commons‑Pool2’s object‑pool architecture, detailing its core interfaces (ObjectPool, PooledObjectFactory, PooledObject), the GenericObjectPool construction, FIFO/LIFO idle‑object deque management with lock‑based concurrency, borrowing and returning workflows, self‑protection features like abandonment detection, and the performance tuning needed for high‑concurrency environments.

JavaResource Managementcommons-pool2
0 likes · 17 min read
Analysis of Apache Commons-Pool2 Object Pooling Implementation
Alibaba Terminal Technology
Alibaba Terminal Technology
Jan 29, 2021 · Game Development

Building a 3D Incentive Game with Oasis Engine: From Concept to Optimization

This article details how a 3D interactive incentive game was created using Oasis Engine, covering scene architecture, ECS design, script development, collision handling, camera follow, skeletal and particle animations, shader effects, lane configuration, mobile orientation, performance optimizations, testing, deployment, and key lessons learned.

3D Game DevelopmentEntity Component SystemOasis Engine
0 likes · 21 min read
Building a 3D Incentive Game with Oasis Engine: From Concept to Optimization