Java Design Pattern for Concurrent Multiple

本文介绍了一种通过分离应用程序特定代码和语言特定代码的设计模式,利用该模式可以在不改变现有代码的情况下,将操作多个对象的任务并行化执行,显著提升性能。同时,该模式能统一捕获所有线程中的错误,并允许在单一集合中查看所有异常,简化了错误处理过程。

摘要生成于 C知道 ,由 DeepSeek-R1 满血版支持, 前往体验 >

Java Design Pattern for Concurrent Multiple Object Operations - Illustrated in iManager Plugin development

Novell Cool Solutions: Feature
By R Sathish

Digg This - Slashdot This 

Posted: 22 Dec 2004
 

Problem: To concurrently process operations which involve a collection of objects, like deleting 'n' objects, updating 'n' objects.

Existing Solution: Write the code in a class, make it extend Thread and execute it. Iterate over the collection of objects, catch all exceptions.

Design Pattern: Separates application specific and language specific code.




doMooParallel executes MooCode in MooThreads
User implements MooCode and calls doMooParallel

What it achieves?

  • It works like magic in parallelizing a piece of code.
  • Using this design pattern one can embed highly efficient parallel pieces of code in their methods.
  • It completely abstracts all details of java multithreading to the developer.
  • It enables getting all exceptions in all threads in a single collection.
  • It promotes doing parallelable tasks in multiple threads... i.e. it attracts developer to make his code's execution parallel with very little design change.

Advantages over existing Threads infrastructure

  1. Serial code and Parallel execution
  2. Abstraction
  3. Genericity
  4. Get all errors in all threads in one collection
  5. Parallel execution of common code on different objects - Code once, Run concurrently with different objects - Example Delete 'n' objects concurrently

Description

  1. Define the code to be executed in a separate class.
  2. Pass a collection of objects to be operated concurrently to design pattern.
  3. The design pattern starts a thread for every object and executes the code over that object.
  4. Design pattern collects all exceptions thrown in another collection and returns it.
  5. Design pattern waits for all threads to complete.
  6. Design pattern can be extended to use thread pools, or it can execute in single thread.

Innovations

  • Serial coding and Parallel execution
  • Parallel execution of Multiple Object operations Design pattern which is language independent
  • Error handling in this design pattern- Get all exceptions in all threads in a single collection
  • Manager - Worker design pattern

Extensions

  • Can be easily translated to C++ or any other Programming language which supports / needs multi threading.
  • Can be improved to use Thread pools to become more efficient.
  • Can be used as a precursor to develop more intelligent Programming languages.
  • Can be used in any domain where parallelism is needed.

Applications

Currently used in iManager plugins to talk to eDirectory

  • eDirectory - Read,Write,Delete,Create objects in all replicas for assured synchronization.
  • eDirectory - Delete multiple objects, Read multiple objects ...

Future applications

  • EJB ..Update customers all accounts, when a customers telephone number changes...
  • Distributed databases - Update the object in all replicas ...
  • Any code which can be executed concurrently for better performance. (optionally over different objects).
内容概要:该论文研究增程式电动汽车(REEV)的能量管理策略,针对现有优化策略实时性差的问题,提出基于工况识别的自适应等效燃油消耗最小策略(A-ECMS)。首先建立整车Simulink模型和基于规则的策略;然后研究动态规划(DP)算法和等效燃油最小策略;接着通过聚类分析将道路工况分为四类,并设计工况识别算法;最后开发基于工况识别的A-ECMS,通过高德地图预判工况类型并自适应调整SOC分配。仿真显示该策略比规则策略节油8%,比简单SOC规划策略节油2%,并通过硬件在环实验验证了实时可行性。 适合人群:具备一定编程基础,特别是对电动汽车能量管理策略有兴趣的研发人员和技术爱好者。 使用场景及目标:①理解增程式电动汽车能量管理策略的基本原理;②掌握动态规划算法和等效燃油消耗最小策略的应用;③学习工况识别算法的设计和实现;④了解基于工况识别的A-ECMS策略的具体实现及其优化效果。 其他说明:此资源不仅提供了详细的MATLAB/Simulink代码实现,还深入分析了各算法的原理和应用场景,适合用于学术研究和工业实践。在学习过程中,建议结合代码调试和实际数据进行实践,以便更好地理解策略的优化效果。此外,论文还探讨了未来的研究方向,如深度学习替代聚类、多目标优化以及V2X集成等,为后续研究提供了思路。
评论
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值