One area that is ripe for parallelization is sorting and searching in large data sets.
一个成熟的并行领域就是大数据集中的排序和搜索。
Consequently this provides automatic parallelization with minimal effort on your part.
因此，这只需要最少的努力就可以提供自动的并行处理能力。
The [main] client app’s challenges are aggregation, parallelization, and orchestration of forks and joins.
客户端的主要挑战是对发起请求（fork）和合并响应（join）的聚合、并行处理和编排。
As a distributed framework, Hadoop enables many applications that benefit from parallelization of data processing.
作为分布式框架，Hadoop让许多应用程序能够受益于并行数据处理。
Some of the parallelization of development was necessary to allow others to test large changes before they were accepted.
为了让其他人在他们所做的改变被接受之前可以进行测试，有一些开发需要并行化。
In the past, parallelization required low-level manipulation of threads and locks.
过去，并行化需要线程和锁的低级操作。
The researches and improvements on the algorithms of parallelization have certain practical significance.
本文对串行程序并行化部分算法的研究和改进具有一定的现实意义。
Upwind flux vector splitting scheme for chemical non-equilibrium flows on hybrid meshes and its parallelization;
提出了一套较为通用的，完全自动化的非结构混合网格生成方法。
A big benefit is that parallelization is happening behind the scenes, and you need not explicitly code this in your programs.
这样做的一大优点是并行处理都是在幕后进行的，您并不需要在程序中显式地进行编码。
Enables parallelization of a query, as sourced by a custom partitioner that is responsible for splitting the input sequence into partitions.
启用查询的并行化，并由负责将输入序列拆分成各个分区的自定义分区程序指明其出处。
Compared with similar studies, it does not require the user caring about the parallelization control when programming, so it is easy to use.
与同类研究相比，它无需用户关心程序的并行控制，具有简单易用性。
No explicit planning occurs; instead, the dependencies simply define the flow of service initiation, with parallelization implicit in the process.
没有进行显式的规划；相反，依赖关系简单地定义了服务初始化的流程，这个过程中隐含着并行化的操作。
And the final parallelization result is chosen to satisfy the constraints and requirements of target hardware architecture and media applications.
并通过评估产生满足目标硬件结构约束和媒体应用需求的最终并行方案。
We have realized the parallelization of 3-D post-stack depth migration software on SP2 with PVM, and gained ideal parallel efficiency and scalability.
使用PVM编程，将串行的三维叠后深度偏移软件，在SP2上实现了并行化，获得了理想的并行效率和可扩展性。
An adaptive parallel ant colony algorithm is presented by considering the critical factors influencing the parallelization of the ant colony algorithm.
本文根据影响并行蚁群算法性能的关键因素，提出了一种自适应的并行蚁群算法。
The core part of ray tracing computation will be modified to adapt the advantages and limitations of CUDA so as to amplify the power of parallelization.
光线追踪的核心计算部分则根据CUDA优势与限制进行适应性改造，发挥尽可能大的并行能力。
The two methods of coarse granularity parallel by layers and domain decomposition parallel are put forward and used to realize the software parallelization.
对胜利油区广泛采用的多层二维二相油藏模拟模型开展了并行化研究，提出并采用按层粗粒度并行及区域分解并行两种方法实现软件的并行化。
A key selling point for MapReduce is its ability to abstract the operational parallelization semantics - how parallel programming works - away from the developer.
MapReduce的关键特点是它能够对开发人员隐藏操作并行语义—并行编程的具体工作方式。
We have achieved the parallelization by extracting the analysis boxes and model grid point latitude rows with leaped step and distributing data to different processors.
该算法通过间隔选取分析盒子和模式格点纬圈行，将数据分配给不同的处理机实现分布式并行。
ParallelArray offers a nice way to declaratively specify filtering, processing, and aggregation operations on data sets, while also facilitating automatic parallelization.
ParallelArray提供了一种不错的方法，可用于声明性地指定数据集上的筛选、处理和聚合操作，还方便自动并行化。
The main contribution of the thesis is to address the issue of automatic task-level parallelization for the architecture of MPSOC and to give the system implementation.
本文的主要贡献在于提出了多核系统芯片任务级自动并行化的研究方案和系统实现。
However, for the average end-user system, the parallelization technique can dramatically improve boot-up speed while still allowing the user to see if any problems occurred.
不过，对于普通的终端用户来说，并行化的方法可以在允许用户查看是否有问题发生的前提下显著地加快引导速度。
It has many merits such as mechanism of plus-feedback parallelization, strong robustness, excellent distributed computational mechanism and ease of integration with other methods.
它采用了正反馈并行机制，具有较强的鲁棒性、优良的分布式计算机制、易于与其它方法结合等优点。
Some of this parallelization of development was made possible through the use of source code management tools because of the ability to keep parallel lines of development synchronized.
由于使用源代码管理工具可以保持开发的同步并行进行，这样就可能实现开发的部分并行化。
The parallelization method is a space domain decomposition, which means that each workstation of the cluster is responsible for a different geographical area of the simulated region.
模型中采用了基于空间域分解的并行方法，该方法可以将不同地理位置的交通子网分配到集群中的每台结点机进行仿真运算。
MapReduce is an abstraction that allows Google engineers to perform simple computations while hiding the details of parallelization, data distribution, load balancing and fault tolerance.
通过MapReduce的抽象，google工程师可以简单地进行运算，而不必考虑并行运算的细节、数据的分配、负载平衡和错误处理。
Among the few with performance requirements that admit parallelization, most I've met simply recite that PHP "doesn't do threads" and resign themselves to their existing computational model.
在具有使用并行实现性能需求的少数人当中，我遇到的大多数人全都说PHP“不支持线程”，并且甘于使用现有的计算模型。
Among the few with performance requirements that admit parallelization, most I've met simply recite that PHP "doesn't do threads" and resign themselves to their existing computational model.
在具有使用并行实现性能需求的少数人当中，我遇到的大多数人全都说PHP“不支持线程”，并且甘于使用现有的计算模型。
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