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The .NET Framework 4 includes significant advancements for developers writing parallel and concurrent applications, including Parallel LINQ (PLINQ), the Task Parallel Library (TPL), new thread-safe collections, and a variety of new coordination and s…
原文地址:http://www.oracle.com/technetwork/articles/java/fork-join-422606.html Multicore processors are now widespread across server, desktop, and laptop hardware. They are also making their way into smaller devices, such as smartphones and tablets. They…
0.1 TopicNotes of Lin C., Snyder L.. Principles of Parallel Programming. Beijing: China Machine Press. 2008. (1) Parallel Computer Architecture - done 2015/5/24(2) Parallel Abstraction - done 2015/5/28(3) Scable Algorithm Techniques - done 2015/5/30(…
首先添加上Heterogeneous Parallel Programming class 中 lab: Reduction的代码: myReduction.c // MP Reduction // Given a list (lst) of length n // Output its sum = lst[0] + lst[1] + ... + lst[n-1]; #include <wb.h> #define BLOCK_SIZE 512 //@@ You can change this…
http://beyondrelational.com/modules/2/blogs/79/posts/11524/task-cancellation-parallel-programming-iii.aspx This is my third article on Parallel programming. Last two articles are on Data Parallelism and Task Parallelism. You can read my previous arti…
Parallel Programming for FPGAs 学习笔记(1)…
https://blogs.oracle.com/dave/ Java Memory Model...and the pragmatics of itAleksey Shipilevaleksey.shipilev@oracle.com, @shipilev http:/www.albahari.com/threading/ http://blogs.msdn.com/b/pfxteam/ http://joeduffyblog.com/ http://blogs.msdn.com/b/toub…
https://katyscode.wordpress.com/2013/05/17/introduction-to-multi-threaded-multi-core-and-parallel-programming-concepts/ In this article I’m going to present a gentle and modernized introduction to multi-threaded and parallel programming. While there…
The pattern language is organized into four design spaces.  Generally one starts at the top in the Finding Concurrency design space and works down through the other design spaces in order until a detailed design for a parallel program is obtained. Cl…
Computer Science An Overview _J. Glenn Brookshear _11th Edition activation 激活 parallel processing 并行处理 concurrent processing 并发处理 Each programming language tends to approach the parallel processing paradigm from its own point of view, resulting in di…
Data structures are a basic element in programming. Almost every program uses one or more types of data structures to store and manage their data. Java API provides the Java Collections framework that contains interfaces, classes, and algorithms, whi…
同步容器类 同步容器类包括Vector和Hashtable,二者是早期JDK的一部分.以及一些在JDK1.2中添加的可以由Collections.synchronizedXxx等工厂方法创建的. 这些类实现线程安全的方式是,将它们的状态封装起来,并对每个公有方法都进行同步(synchronized),使得每次只有一个线程能访问容器的状态. 同步容器类在一些情况下,可能需要额外的客户端加锁来保护复合操作.eg: public static Object getLast(Vector list) {…
not to say extra words,let`s start the code. pasted below: using System; using System.Collections.Generic; using System.Diagnostics; using System.Linq; using System.Text; using System.Threading; using System.Threading.Tasks; namespace paraldemo { cla…
转载于知乎 作者:Ted Mosby链接:https://www.zhihu.com/question/21535747/answer/144884632来源:知乎著作权归作者所有.商业转载请联系作者获得授权,非商业转载请注明出处. Hotspot JVM实现包括了Serial GC, Parallel GC, CMS, G1 GC 4套算法组合.下面来讲一讲这些算法组合分别包括了哪些算法. 1. Serial GC算法:Serial Young GC + Serial Old GC (实际上它…
Content 1 syntax and semantic 2 example set 1 syntax and semantic 1.1 extending C Peril-L notation stands on the shoulder of C. 1.2 parallel threads forall(<intVar in (<index range specification>)){ <body> } 1.3 synchronized and coordinatio…
As Ed Essey explained in Partitioning in PLINQ, partitioning is an important step in PLINQ execution. Partitioning splits up a single input sequence into multiple sequences that can be processed in parallel. This post further explains chunk partition…
Every PLINQ query that can be parallelized starts with the same step: partitioning.  Some queries may even need to repartition in the middle.  Partitioning is a fairly simple concept at the high level: PLINQ takes a lock on the input data source, bre…
并发编程,在哪个语言里都属于高端应用,一定得会了才好意思说懂了这门语言. 在工作中用得并不是很多,忘了一些内容,就慢慢看,慢慢补上. 今天一天看了近三分之一(我看外文越来越快了??:)), 实践一下多线程的threading模块. #coding: utf-8 import logging, threading from Queue import Queue logger = logging.getLogger() logger.setLevel(logging.DEBUG) formatter…
BACKGROUND 1. Field of the Invention The present invention relates generally to a programming model for a heterogeneous processor system. 2. Background Art With the success of programming models such as OpenCL and CUDA, heterogeneous computing platfo…
A Pattern Language for Parallel Application Programming Berna L. Massingill, Timothy G. Mattson, Beverly A. Sanders Abstract Parallel computing has failed to attract significant numbers of programmers outside the specialized world of supercomputing.…
https://katyscode.wordpress.com/2013/08/17/c11-multi-core-programming-ppl-parallel-aggregation-explained/ In the first part of this series we looked at general multi-threading and multi-core programming concepts without getting into the meat of any r…
并发框架分类 1. Executor相关类 Interfaces. Executor is a simple standardized interface for defining custom thread-like subsystems, including thread pools, asynchronous I/O, and lightweight task frameworks. Depending on which concrete Executor class is being u…
Posted by Shiv Kumar on 23rd February, 2011 The Asynchronous Programming Model (or APM) has been around since .NET 1.1 and is still (as of .NET 4.0) the best/recommended solution for asynchronous I/O. Many people go down the route of using a multi-th…
一.论文简介 闲来无事,看看源码,发现了一篇JDK作者的论文<The java.util.concurrent Synchronizer Framework>主要描述了作者对AbstractQueuedSynchronizer同步器框架的设计和实现.权威性毋庸置疑!自然需要拜读一下,配上中文翻译,希望大家能有所收获. 二.原文链接 论文英文版原文链接:http://gee.cs.oswego.edu/dl/papers/aqs.pdf 打开链接右上角有下载按钮 http://gee.cs.os…
Copied From:https://computing.llnl.gov/tutorials/parallel_comp/ Author: Blaise Barney, Lawrence Livermore National Laboratory UCRL-MI-133316 Table of Contents Abstract Overview What is Parallel Computing? Why Use Parallel Computing? Who is Using Para…
原文链接: https://docs.oracle.com/javase/8/docs/technotes/guides/collections/overview.html 原文内容也一并附加在本文最后. 简介: Java平台包含一个集合框架. 集合是表示一组对象的对象(如经典的Vector类). 集合框架是用于表示和操作集合的统一体系结构,使集合可以独立于实现细节而被操纵. 集合框架的主要有点在于: 通过提供数据结构和算法减少编程工作量,因此您不必亲自编写它们. 通过提供数据结构和算法的高性能…
简介 可以先看看并发Concurrent与并行Parallel的区别 在谈并行前,头脑中总会浮出多线程.多进程.线程/进程同步.线程/进程通信等词语. 那为什么需要同步.通信,它们之间的作用是怎样的呢? 通信,稍微好理解,就是多线程/进程之间相互通话,比如我打电话呼叫你,我说什么,你答什么,或者我说,你只听.它着重于数据的传递 同步,其实是相对于共享内存而言,比如,我们在同一时刻同一个地方修改了共享对象的数据,这样就会导致数据的篡改,得不到理想中的结果,这时就需要同步.它的基础是基于共享同一个对…
这是2013年写的一篇旧文,放在gegahost.net上面  http://raison.gegahost.net/?p=97 March 11, 2013 General mistakes in parallel computing Filed under: concurrency,software — Tags: atomic, cocurrency, data race, dead lock, parellel — Raison @ 2:51 am (Original Work by P…
A novel massively parallel supercomputer of hundreds of teraOPS-scale includes node architectures based upon System-On-a-Chip technology, i.e., each processing node comprises a single Application Specific Integrated Circuit (ASIC). Within each ASIC n…
Scala's object-oriented collections support mutable and immutable type hierarchies. Also support functional higher-order operations such as map, filter, and reduce that let you use expression-oriented programming in collections. Higher-order operatio…