What is the translation of " 并行执行 " in English?

• be executed in parallel
• parallel execution
• executing concurrently

Examples of using 并行执行 in Chinese and their translations into English

它可以编译为串行或并行执行（在MPI下）。
It may be compiled for serial or parallel execution(under MPI).

MaxConcurrentRequests100*要并行执行的http函数数目上限。
MaxConcurrentRequests 100* The maximum number of http functions that will be executed in parallel.

将与第1批至第3批并行执行。
This will be implemented in parallel with the implementation of releases 1 to 3.

此外，因为用户之间的所有互动都是私密的，所以智能合约和交易可以并行执行。
In addition, since all interactions between the users are private, smart contracts and transactions can be executed in parallel.

EBay的数据处理框架Accelerator提供并行执行和自动组织源代码、输入数据及计算结果的功能。
EBay's Accelerator data processing framework provides parallel execution and automatic organization of source code, input data, and results.

因此，问题就变成如何在能在多个CPU上并行执行的线程（或进程）中分区软件。
Thus, the question becomes how to partition software among threads(or processes) which can be executed in parallel on multiple CPUs.

一个进程能有多个线程，线程可以并行执行，并且线程共享资源如内存，然而进程不能共享这些资源。
Multiple threads can exist within one process, executing concurrently and sharing resources such as memory, while different processes do not share these resources.

程序员和设计人员必须识别那些可以并行执行的模块。
It is necessary for the programmers and designers to recognize those modules, which can be made parallel execution.

Goroutine有简单的模型：它是与其他goroutine并行执行的，有着相同地址空间的函数。
A goroutine has a simple model: it is a function executing concurrently with other goroutines in the same address space.

如果compute()和anti_compute()并行执行，并且恰好像下面这样互相交错：.
If compute() and anti_compute() are executed in parallel, and happen to interleave with each other as follows:.

Erlang和Elixir的非共享内存方法允许进程终止，同时不会破坏并行执行的其他请求的状态。
Erlang and Elixir's no-shared memory approach allows processes to terminate without corrupting the state of other requests being executed in parallel.

为此，很多简单的指令必须要并行执行，正因为此，图形芯片依靠数目众多的微型处理器来进化。
To do that, many simple instructions must be executed in parallel, which is why graphics chips evolved with many tiny processors.

如果并行执行的代码能够上升至95%，则理论最大加速比很可能达到20。
If the code can be parallelized to 95 it is possible to reach a theoretical maximum speedup of 20.

并行执行的最大挑战在于确保同一数据不会被两个线程同时获取。
The single biggest challenge to parallel execution is ensuring the same data is not being accessed by two threads at the same time.

因此，某些计算可以并行执行，并且比以前更快，从而解决目前不可企及的常规计算能力的诸多问题。
Consequently, certain calculations can be performed simultaneously and far faster than ever before, solving problems that would require unattainable amounts of conventional computing power today.

这要求数据科学家使用不同的方法来实现模型，因为代码必须允许并行执行。
This asks for using a different approach to implementing models as a Data Scientist because your code must allow for parallel execution.

从HONEYCOMB开始，任务在单个线程上执行，以避免并行执行引起的常见应用程序错误。
Starting with HONEYCOMB, tasks are executed on a single thread to avoid common application errors caused by parallel execution.

在最后，Elliotte还提到了一些关于在多核处理器上并行执行的问题，说像3.
Finally, Elliotte did some handwaving about parallelized execution on multiple cores, and how code like 3.

为了减少读取memtable过程中的冲突，我们使得每个memtable行采取”copy-on-write”，并且允许读和写操作并行执行。
To reduce contention during reads of the memtable, we make each memtable row copy-on-write and allow reads and writes to proceed in parallel.

对于时间步进算法和延拓研究而言，每个时间步和参数步本身都可以实现并行执行。
For time-stepping schemes and continuation studies, every time and parameter step itself can be performed in parallel.

目前尚未支持多线程，它仍在考虑之中，但支持使用Asyncawait并行执行（就像在C中一样）。
Multiple threading is not yet currenly supported, Its still under consideration, but there is support for parallel execution using Async await(just like in C).

所有这些阶段都是高度专门化的（它们都有一个特定的函数），并且很容易并行执行。
All of these steps are highly specialized(they have one specific function) and can easily be executed in parallel.

现今所有被广泛应用的操作系统都支持多任务，即允许多个任务并行执行，轮流使用计算机资源。
All of today's widely-used operating systems support multitasking, which allows multiple tasks to run concurrently, taking turns using the resources of the computer.

在Java语言中加入Stream和函数还可让操作并行执行。
Adding streams and functions to the Java language also allows for operations to be parallelised.

这意味着对所有的交易对应的密钥和权限评估可以被并行执行。
This means that all keys and permission evaluation for all transactions can be executed in parallel.

因此，我们可以将顺序执行时间T表示为可以并行执行的部分（p*T）加上不能（1-p）*T的部分。
So, we can represent the sequencial execution time T as the portion that can be executed in parallel(p*T) plus the portion that cannot(1-p)*T.

Yarn则是并行执行任务，提高了性能。
Yarn executes these tasks in parallel which increases performance.

也就是说，每一行代码都是并行执行的!
That is, every line of code is executed in parallel!

GNUparallel是一个可以并行执行任务的Shell工具。
GNU parallel is a shell tool for executing jobs in parallel.

在并行执行任何操作之前，处理器必须确认这些指令间没有相互依赖。
Before executing any operations in parallel, the processor must verify that the instructions have no interdependencies.