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They're also better at moving data in and out of memory.
NASDAQ's Market Watch application, for instance, was built and still runs on-premises, but uses AWS for all their analytics and data crunching, moving data in and out of the cloud several times per day.
SAP Hana is an in-memory analytics platform that includes an in-memory database and a suite of tools and software for creating analytical processes and moving data in and out, in the right formats.
If the Web is the platform, then any barriers to moving data in or out of a Website (or Web-based application) will one day become a barrier to growth rather than a barrier to entry.
While there is not detail about the financial terms of Marcel, it's likely that there will be several elements at play: the building the apps; moving data in and out of Azure; licensing technology to run the apps; and so on.
Yoğurtçu said she believes the company is in the best position to manage this data migration because of their existing expertise moving data in and out of mainframe, Hadoop, cloud and on premise data stores as well as streaming distributed platforms.
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With intelligence comes the need to communicate, to move data in and out.
For example, having too much data for a computer simulation can dramatically slow a supercomputer's performance as it moves data in and out of processors.
It has older memory-chip technology, meaning it is limited in the speed with which it can move data in and out of each processor when compared with the most powerful American supercomputers.
They added that while the system was already doing scientific calculations, they cannot be certain about its ultimate computing potential until they write more carefully tuned software routines that can move data in and out of the custom processor quickly.
So buyers of cloud-computing services must take account of the dangers of lock-in, and favour service providers who allow them to move data in and out of their systems without too much hassle.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com