Since these transformation rules may be numerous and complex, many implementations of the data cleansing pattern deploy the cleansing rules as transformation operations using a data cleansing server.

由于这些转换规则可能数量很多而且复杂，很多数据清理模式实现都使用数据清理服务器将清理规则作为转换操作部署。

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Transformation Extender can also support advanced transformation requirements, such as efficient processing of large data records or messages, and advanced data validation without complex coding.

Transformation Extender还支持高级的转换需求，例如大型数据记录或消息的高效处理，以及无需复杂编码的高级数据验证。

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Map projection transformation of vector data is becoming mature presently, but research and application of raster data projection transformation in GIS needs further efforts.

当前GIS中矢量数据的投影变换已日趋成熟，而栅格数据的投影变换的研究与应用还需要进一步的深入。

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Its goal is nothing less than to review thousands of pages of yellowing FCC rules and regulations and recommend how to adapt or eliminate them to reflect the utter transformation of 20th century telephone, radio, television and data networks all of which are in the final stages of conversion and upgrade to native Internet technologies.

FORBES: Telegram for the FCC: Time to Retire the Telephone Network

Or they may rise with the big data wave to lead the digital transformation of businesses, non-profits, and government agencies.

FORBES: Will Big Data Make Your IT Organization Antifragile?

The transformation driven by a data lake will implement the paradigm of operational intelligence, a more real-time, automated way of using both structured and unstructured data, both from real-time sources and historical repositories in a way that allows analysis to be as automated as possible.

FORBES: Kill Your Data Warehouse