并发是让两个任务在不同的线程上并行运行。然而,异步方法在同一个线程上并行运行。这是如何实现的?还有,并行性呢?

这三个概念有什么不同?


当前回答

每个人都很难将异步与并行或并发相关联,因为异步既不是并行的反义词,也不是并发的反义词。它是同步的反义词。它只是表示某些东西,在这个例子中是线程,是否会与其他东西同步,在这个例子中是另一个线程。

其他回答

每个人都很难将异步与并行或并发相关联,因为异步既不是并行的反义词,也不是并发的反义词。它是同步的反义词。它只是表示某些东西,在这个例子中是线程,是否会与其他东西同步,在这个例子中是另一个线程。

并发与并行: 并发在一个时间点上只能完成一个任务。例如:单CPU处理器 并行性在一个点上我们可以做多个任务。例如:双核或多核处理器

当一个经理有几个员工,并且可以给他们每个人一个单独的任务时,并行性就会发生。工人们做他们的工作,并向经理提供结果。如果任务不能完全分离,例如任务之间的结果有一定的依赖性,或者需要在没有其他推理的情况下使用相同的资源,那么并行度就受到这些约束,不能完全实现。

Concurrency happens when a manager has several tasks but only less workers, hence some workers are given more than one task. Any worker given multiple tasks, divides each original given task to several steps and does the steps interleaved, each task result will be given back to manager as soon as every steps of it finished. Manager receive a task result while other tasks started and progressed several steps but have not finished yet. If any worker with multiple task decides not to start a single step of a given task before finishing every steps of an already started task, this is called sequentiality.

Asynchrony is any of the two above mixed or separated, seen from the manager's point of view. When the manager assigns the tasks to either few or enough workers he shall not be awaited stalled until any results are given back. He can do his personal jobs or whatever, while jobs are progressing. Usually workers do not decide how tasks should be divided into steps. An inversion of control means manager decides over steps and gives single steps to workers. So when he receives a step result from a worker, give him another step, maybe from another task. The whom under control is responsible for composing back step results into task results as well. So Asynchronicity comes with responsibility for control and probably coordination. If any worker is urged to work sequentially, from manager's point of view he is a synchronous worker.

Summary As it's simple to guess, full parallelism is an unrealisable idea unless otherwise in rare mostly trivial cases. Since reality comes with interdependent tasks and shared resources and lack of workers. So concurrency is the reality. From manager's point of view this concurrency is best if it does not hinder him from fine controlling the tasks, and if positive it is called asynchronous. Also computer software engineering best practices, augmented by S in SOLID principle, historically made servers single step runners called micro-services, this returned back control to the clients. So current situation is concurrency from server point of view and asynchronicity from client point of view.

用类比来解释这些术语。

你的房子需要洗碗和洗衣服。

并发性:你不需要等完成一个任务后再启动另一个。例如,你可以先洗碗,也可以同时洗碗。他们可以按照任何顺序完成,也就是说,即使你先洗碗,也可能会先洗衣服。

平行性:你的房子里有不止一个人在做这件事;例如,你可以洗碗,而另一个人可以洗衣服。

异步:你让别人去洗衣服,你让别人去洗碗。他们实际上可以是同一个人(也就是说,你告诉他们去洗衣服,同时也告诉他们去洗碗)。他们处理完每个人后会向你报告。

同步:你叫别人去洗碗。你等着他们。当他们完成后,你可以做其他的事情(你可以告诉他们接下来洗衣服,或者你自己洗,或者你可以完全做其他的事情;重点是你在完成第一个任务时被阻塞,你与他们是同步的)。

我会让它简短而有趣,让你们能够理解这些概念。

并发与并行——任务执行的方式。

Take an example in real life: There’s a challenge that requires you to both eat a whole huge cake and sing a whole song. You’ll win if you’re the fastest who sings the whole song and finishes the cake. So the rule is that you sing and eat concurrently. How you do that does not belong to the rule. You can eat the whole cake, then sing the whole song, or you can eat half a cake, then sing half a song, then do that again, etc. Parallelism is a specific kind of concurrency where tasks are really executed simultaneously. In computer science, parallelism can only be achieved in multicore environments.

同步与异步——编程模型。

在同步中,您将代码编写为按顺序从上到下执行的步骤 底部。在异步编程模型中,你将代码作为任务编写, 然后并发执行。并发执行意味着 所有的任务都可能同时执行。