Risk area to apply the data consolidation pattern.
应用数据整合模式的危险领域。
Value proposition of the data consolidation pattern.
数据整合模式的价值主张。
Focus areas to apply the data consolidation pattern.
应用数据整合模式的主要领域。
The data consolidation approach has three major phases.
数据整合方法包括三个主要阶段。
See Resources for more articles about data consolidation.
有关数据整合的更多文章，请参见参考资料。
Similar patterns exist within data federation and data consolidation.
在数据联邦和数据整合中也有相似的问题。
The data consolidation pattern does not require a specific target data model.
数据整合模式并不需要特定的目标数据模型。
In this article, we have focused on the data consolidation pattern for structured data.
在本文中，我们重点关注于结构化数据的数据整合模式。
The data consolidation pattern moves data unidirectionally from the sources to the target.
数据整合模式单向地将数据从数据源移动到目标。
The data consolidation pattern decouples the data-integration task from the data-access task.
数据整合模式将数据集成任务从数据访问任务中分离出来。
In many cases, the data cleansing pattern is applied together with the data consolidation pattern.
在很多情况下，数据清理模式与数据整合模式一起应用。
The most typical scenarios in which the data consolidation pattern has traditionally been applied are
应用数据整合模式的传统的、最典型场景包括
Invoking the data consolidation process through such a button provides a solution to this requirement.
通过这样的按钮来调用数据整合过程，为这种需求提供了一种解决方案。
A data warehouse to support decision making is a typical example of the use of a data consolidation pattern.
数据仓库可以用来支持决策制定，这是数据整合模式应用的一种典型的示例。
The federated approach to achieving EII has competed with the more traditional method of data consolidation.
实现EII的联邦方法已经可以与更传统的数据整合方法相媲美。
This article describes the data consolidation pattern as one means to integrate information from diverse sources.
本文描述了使用数据整合模式作为集成来自不同数据源的信息的一种方式。
Generally, the data latency or data currency is dependent on the refresh cycle of the data consolidation process.
通常，数据延迟或数据传播依赖于数据整合过程的刷新周期。
Implementing this pattern leverages patterns, such as the data consolidation pattern (see the Resources section).
实现此模式要利用数据整合模式等模式(见参考资料)。
And that there's a sore need for data consolidation instead of having data scattered across 20-30 databases.
并且非常有必要将数据统一，而不是使其分散在二三十个数据库中。
Data consolidation helps to provide companies with this single version of the truth from a wide range of sources.
数据整合为公司提供了来自于各种数据源的单个版本的真实数据。
Therefore, any approaches to increase data availability can be applied in combination with the data consolidation pattern.
因此，任何提高数据可用性的方法都可以结合数据整合模式应用。
WebSphere DataStage is an inherently flexible data consolidation tool that can natively support ETL, ELT, and TEL topologies.
WebSphereDataStage数据整合工具天生就具有很好的灵活性，可以为etl、ELT和TEL拓扑提供固有支持。
In a traditional context, the output is most often applied to a database or further processed in a data consolidation process.
在传统上下文中，输出经常应用于数据库或在数据整合流程中进行进一步处理。
Data consolidation can integrate the data and resolve conflicts, and therefore can create the single version of truth required.
数据整合可以对数据进行集成并消除冲突，从而创建所需的单个版本的真实数据。
When applying the data consolidation pattern it is important to understand how it impacts the following nonfunctional requirements.
在应用数据整合模式时，了解它对下列非功能性需求的影响是非常重要的。
Combining the data consolidation pattern with the data event publishing pattern, as shown in Figure 4, further improves the data currency.
将数据整合模式与数据事件发布模式结合起来，如图4中所示，可以进一步地提高数据的传播。
Which one of the information integration patterns is the best approach for a particular situation - data federation, data consolidation or EAI?
哪一个信息集成模式是某种特定情况的最佳方法——数据联合、数据整合还是EAI ？
Since the data consolidation has only a single target, it is relatively easy to apply technology to improve availability — clustering, for example.
因为数据整合仅具有单个目标，所以比较容易应用相应的技术来提高数据可用性，例如集群技术。
The data consolidation pattern is often combined with the data cleansing pattern so that data-quality issues can be addressed during consolidation.
数据整合模式通常与数据清理模式结合在一起，这样就可以在整合的过程中处理数据质量的问题。
The third SOA use case represents a combination of two patterns: data consolidation and data event publishing or change data capture, as in Figure 4.
第三个SOA用例代表了两种模式的组合：数据整合和数据事件发布或更改数据捕获，如图4所示。
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