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Change last paragraph of introduction to align with Reviewer #2 comments
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Adam Richie-Halford committed Jun 20, 2018
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Expand Up @@ -146,13 +146,15 @@ increase :math:`t_\mathrm{env}`. We introduce this admittedly hyperbolic
example only to argue that :math:`t_\mathrm{exec}` is a useful metric
only insofar as it is a good proxy for :math:`t_\mathrm{compute}`.

Cloudknot's aim is to minimize :math:`t_\mathrm{env}` without an
unacceptable increase in :math:`t_\mathrm{exec}`. The next section
discusses Cloudknot's approach to parallelism and the API section
describes Cloudknot's user interface. In the Examples section, we
demonstrate a few of Cloudknot's use cases before returning to the
trade-off between :math:`t_\mathrm{env}` and :math:`t_\mathrm{exec}` in
the Conclusion.
Cloudknot's motivating principle is that scientists should not have
to be experts in cloud computing. It takes the opposite approach
to the ASIC example above by minimizing the :math:`t_\mathrm{env}`
for using AWS Batch, thereby increasing the accessibility of cloud
computing to the scientific community. The next section discusses
Cloudknot's approach to parallelism and the API section describes
Cloudknot's user interface. In the Examples section, we demonstrate a
few of Cloudknot's use cases before returning to the trade-off between
:math:`t_\mathrm{env}` and :math:`t_\mathrm{exec}` in the Conclusion.


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