Good books on task parallel library

This is a very good book to understand the concept of taskbased programming. The book does a nice job of giving examples in plinq parallel linq and tpl task parallel library. Why the task parallel library should matter to you asynchronous programming is a broad topic with many facets but its importance is hard to overstate. Async programming with the task parallel library pluralsight. I picked up this book to get better familiarity with the task parallel library tpl, and it gave me. Describes advanced declarative data parallelism with plinq. Implement data parallelism using the parallel library, concurrent collections, and plinq. Debug your multithreaded applications using the threads view, tasks window, parallel stacks window, and parallel watch window. Modern patterns of concurrent and parallel programming. In the previous chapter, we have already used tpl to simplify the writing of some finegrained parallel code. Task parallel library tpl, basically provides a higher level of abstraction.

All components of tpl task parallel library exists in the below namespace. Concurrently executing tasks are built on top of the underlying thread model. Focuses on creating scalable and reliable parallelized designstargeting the new task parallel library and. Net framework asynchronous programming describes how task objects may be used in conjunction with the asynchronous programming model apm and the eventbased asynchronous pattern eap. Note that if a task scheduler is available, the startnew method will execute the task on that. To invoke a thread using tpl we need to use the below syntax we need to create the object of task object to invoke a thread. How do i create tasks using the task parallel library. Using tpl with other asynchronous patterns microsoft docs. Task parallel library in depth in the previous chapter, we have already used tpl to simplify the writing of some finegrained parallel code. Even the simplest of applications often has functionality that, if not implemented asynchronously, is unusable or, at best, inefficient. In other words, a task is an easier way to execute something asynchronously and in parallel compare to a thread. Net framework asynchronous programming patterns in various ways. The task parallel library can be used with traditional.

Accomplish any given parallel task using two of the most popular parallel patterns for development. It is called a task, which some of you may know is part of the task parallel library tpl, which is a new collection of very, very useful and i feel highly intuitive classes aimed at not only making your parallel programming easier to read, but also offers lighter weight. Net threading infrastructure and use task parallel library for asynchronous programming. It then has a chapter on each pattern which include parallel loops, parallel tasks, parallel aggregation, futures, dynamic task parallelism, and pipelines. The purpose of the tpl is to make developers more productive by simplifying the process of adding parallelism and concurrency to applications.

The book starts with an introduction to potential parallelism, tasks, coordinating tasks, shared data, and the limits of parallelism. Fundamentally, it boils down to a task which is equivalent to a thread except that it is more lightweight and comes without the overhead of creating an os thread. There is a great companion site located on codeplex. Net threading infrastructure and use task parallel library for asynchronous. It covers the gamut of task based parallel programming constructs with a. Search the worlds most comprehensive index of fulltext books.