Vertical parallelism describes parallel processing at different stages of a pipeline.
垂直并行计算指的是能同时处理处于管线中的不同阶段的计算。
Heterogeneous computing is a new branch of parallel processing and expected to reach super speedup.
异构计算是并行处理的一个新领域，可望达到超级线性加速比。
The parallel combination fragment element needs to be used when creating a sequence diagram that shows parallel processing activities.
当创造一个序列图，显示并行处理活动的时候，需要使用并行组合碎片元件。
The PARLOG is a parallel logic programming language, having a prospective application future -in Al and parallel processing area.
PARLOG语言是一种适合于并行逻辑程序设计的语言，广泛应用于人工智能及并行处理等领域。
Therefore, consider a combination of MapReduce-style parallel processing and load balancing when planning to process a large amount of data on your cloud system.
因此，在计划在云系统上处理大量数据时，考虑MapReduce样式并行处理和负载平衡的组合。
For example, DB2 supports massively parallel processing (MPP) architecture and can run on a single partition (EE) or multiple partitions (EEE).
例如，DB2支持大规模并行处理（MPP）构件，并能在单个分区（EE）或者多个分区（EEE）上运行。
A configuration file defines nodes where processing and disk space is allocated for use in a parallel job.
配置文件定义平行作业中使用的已分配处理和磁盘空间所在的节点。
A typical message broker system will often be processing multiple requests from the same stream or queue in a parallel, asynchronous manner.
典型的消息代理系统经常将以异步方式处理来自相同流或并行队列的多个请求。
You can think of it as distributed and large-scale cluster computing and as a form of network-distributed parallel processing.
您可以将其视为分布式大规模集群计算和某种形式的网络分布式并行处理。
Microsoft Research's Accelerator Project exposes a.net library for performing parallel data processing using a computer's GPU.
微软研究院加速器项目公开了一个使用计算机的GPU完成并行数据处理的。NET函数库。
Begun at IBM in the late 80's, the Deep Blue project was an attempt at using parallel processing to solve a difficult problem - namely, beating the best chess player in the world, Garry Kasparov.
在80年代后期开始于ibm，深蓝色的项目是一个运用多重处理解决一个难题的尝试-即，击败了世界上最好的棋手，加里·卡斯帕罗夫。
The example suggests the following general pattern for parallel processing of a dynamic number of instances.
通过该示例，可得出以下用于并行处理数量不定的实例的通用模式。
The transaction coordination diagram is used to show the constituents of a defined transaction, the order of processing (sequential vs. parallel), and nested transactions.
事务协调图用来显示确定的事务的构成、处理顺序（顺序的vs.并行的），及嵌套的事务。
In summary, parallel processing, in the context of DataStage, is an internal characteristic of a job that is measured by the number of data or processing partitions that are utilized.
总之，在DataStage上下文中，平行处理是一个作业的内部特征，该作业通过被利用的数据或处理分区的数量来测量。
Each job within the four use-case scenarios is a parallel job designed to take full advantage of WebSphere DataStage's parallel processing capabilities.
在这四个用例场景中，每个作业都被设计为并行作业，以便充分利用WebSphereDataStage的并行处理能力。
Input data is partitioned in such a way that it can be distributed among a cluster of machines for processing in parallel.
输入数据使用这样一种方法进行分区，即在并行处理的计算机集群中分区的方法。
When the processing time required to complete portions of a complex task is longer than desired, some systems handle parts of the processing in parallel.
当完成一个复杂任务需要的处理时间比希望的长的时候，一些系统采用并行处理进程的各部分。
A good example is where a part of the composite application contains an intensive calculation that can be run in parallel to reduce the overall processing time.
一个好的例子就是组合应用中包含密集型计算的部分可以被并行运行，这会减少整体处理时间。
A difficult challenge in the area of highly-parallel batch processing is operational control and managing the many jobs that are executing concurrently.
在高并行批处理领域中，比较困难的问题是操作控制，以及管理许多并发执行的作业。
As mentioned before, parallelism implies the parallel-processing capability of a task where the task is split to different subtasks with consolidation at the end.
正如之前提到的，并行性指的是任务的并行处理能力，其中任务会分成不同的子任务，它们最后会合并为一个。
This basic functionality, when built over clusters, can easily turn into a high-speed parallel processing system.
这个基本的功能如果构建在集群之上，就可以很容易转变为高速并行处理系统。
In the initial example above, the key data was user profiles, which could be distributed (partitioned) across a set of machines for parallel processing.
在上例中，关键数据是用户配置文件，可以跨一组机器分布(分区)以进行并行处理。
But in a parallel supercomputer with a sparse, distributed memory, the distinction between memory and processing fades.
在采用稀疏分布式内存的超级计算机里，记忆与数据处理之间的差异消失了。
In a parallel program, the processing is broken up into parts, each of which can be executed concurrently.
在并行式程序里，处理过程被分为多个部分，每个部分可以并发执行。
Map refers to the process of chopping input into a smaller set of sub-problems for processing (where these sub-problems are distributed to parallel workers).
映射是指把大量输入处理成更小的子问题集(然后把这些子问题分发给并行的工作系统)。
IDS offers a replication solution that takes full advantage of scalable parallel-processing server architectures to meet the most demanding computing environments.
IDS提供了一个复制解决方案，该解决方案利用可伸缩并行处理服务器架构，以满足要求最高的计算环境。
Perhaps the latest image data from NASA, run through your custom filtering program on a very high-speed parallel-processing server last night?
可能是来自NASA的最新图片，您昨天晚上曾在一个速度非常快的并行处理服务器上使用定制过滤程序进行过处理？
Here is a list of things to consider in order to optimize the performance boost that parallel processing can deliver.
为了进一步促进并行处理所能带来的性能提高，下面列出了一些需要考虑的事情。
Instead, Hadoop can be viewed as a way to distribute both data and algorithms to hosts for faster parallel processing.
相反地，Hadoop可以被视为一种可以同时将数据和算法分配到主机以获得更快速的并行处理速度的方法。
It is a best practice to use parallel steps whenever you can, as long as you remember not to attempt so much parallel processing that it swamps the number of available executors.
这是一个最佳实践，只要你能够使用并行步骤，只要你记得不要尝试这么多的并行处理，它集满了可用执行器的数量。
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