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Furthermore, an accelerated gradient method is utilized to further speed up the convergence and the proposed algorithm is proved to scale well to high-dimensional data.
On the NA12878 dataset with 2.8 billion reads, M indT heG ap also proved to scale efficiently: the index/ find/ fill steps respectively took 32/6/7 h, with peak memory usage of 6/14/6 GB.
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Hadoop Distributed File System (HDFS) offer a highly scalable storage solution that has been proven to scale to petabytes of data.
But Amazon's Elastic Compute Cloud is generally awesome: seriously cheap, insanely powerful, proven to scale to enterprise levels, and provides a host of really useful and effective tools.
I also knew the film would be discussing the charter school movement -- a movement that has provided a few great insights and a few great successes, but that has also not yet proven to scale sufficient enough to move the entire state of California forward.
Using the mathematical formula for scaling patterns, they define a metric which is then proved to identify scaling patterns.
But these ideas had proved impossible to scale up.
That works on a benchtop but has proved hard to scale up.
But the time-sharing systems of the 1960's proved unable to scale up beyond a couple of hundred users.
Spending through the tax code has also proved harder to scale back than spending through the regular appropriations process.
It proved unnecessary to scale back the operation, however, because a young Saudi with special credentials arrived at an al Qaeda camp in Afghanistan.
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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