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What used to be trapped in a vast maze of incompatible database and protocols — or worse, filing cabinets — is now quickly becoming a fungible commodity that can be accessed by new technology platforms like Hadoop and Spark.
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It is not at all unusual, even in high-tech firms, for information about a single customer to be spread across a number of different and incompatible databases.
To determine which factories need to be inspected, agency investigators must consult two incompatible databases, one of which lists 3,000 foreign drug plants exporting to the United States and the other 6,800.
In an era of big data, information from different components of the Ebola response — tracing contacts, hospitalizing infected persons, safely burying those who pass away — remain in separate, incompatible databases.
By Elliott Kalan July 23, 2017 Election officials nationwide bristled last month when Mr. Kobach asked them to provide public data on all 200 million registered voters.... Some experts argued that matching data cobbled from states' incompatible databases could be hugely expensive and was unlikely to produce any accurate results.
Election officials nationwide bristled last month when Mr. Kobach asked them to provide public data on all 200 million registered voters.... Some experts argued that matching data cobbled from states' incompatible databases could be hugely expensive and was unlikely to produce any accurate results.
And in Sparks, Nevada, another small firm called NaviCyte is building a model of the gut, to predict how drugs will be absorbed and metabolised as they pass through it into the blood stream.With only a few exceptions, however, the laboratories working on virtual organs are operating in isolation from one another, using different mathematical tools and incompatible databases.
Many challenges have been identified, such as fragmented infrastructure, incompatible databases, regulatory burden, career disincentives, practice limitations and lack of funding.
Gentia was one of the earlier data warehousing shops, peddling big- ticket software to knit together the incompatible databases most large corporations maintain.
While both the HITECH and the Affordable Care Acts now enable and, in some cases, mandate that data from your doctors visits be stored digitally, medical records and results from different facilities and physicians are often stored in incompatible databases.
Also, the algorithms with which the associated search engines rank the documents in the query results are usually incompatible across databases.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com