CTO Straight Talk - Issue 3 - 60

BIG THINKING

WHILE THE
ATTENTION OF THE
PUNDITS IS
FOCUSED ON THE
SURFACE LAYERS
OF INFORMATION
TECHNOLOGY-THE
APPLICATIONS WE
ALL USE TO
TREMENDOUS
BENEFIT EVERY
DAY-THERE ARE
PROFOUND
CHANGES TAKING
PLACE IN THE
DEEPER LAYERS
OF THE
INFRASTRUCTURE.

this approach applied to generalpurpose computing. Another way in
which performance limitations can be
overcome is to specialize computers
to solve particular problems when the
gains are large enough and the problem
is important enough. Two examples will
serve to demonstrate that this is already
beginning to happen. First, graphics
processing units, or GPU's, that were
built initially for graphics are now being
used to solve problems that involve
heavy use of vector processing; scientific
computing, columnar data bases, and
protein folding are all examples of
applications that benefit from the use
of GPU's. Second, the renewed interest
in Artificial Intelligence through the
application of "deep-learning" has
sparked a race to build specialized
learning computers.
I predict that we are entering the
era of what could be called "ScaleOut Heterogeneous Computing," in
which both techniques will be applied
simultaneously to the problem of
building information infrastructure.
Further, these techniques will be applied
without imposing any penalty on the
agility with which applications can be
delivered on the infrastructure.
Thus, while the attention of the
pundits is focused on the surface
layers of information technology-the
applications we all use to tremendous
benefit every day-there are profound
changes taking place in the deeper
layers of the infrastructure.

Why are these changes
being ignored?
Regrettably, many people in the United
States no longer consider information
infrastructure to be a worthwhile

60



CTO Straight Talk - Issue 3

Table of Contents for the Digital Edition of CTO Straight Talk - Issue 3

Contents
CTO Straight Talk - Issue 3 - Cover1
CTO Straight Talk - Issue 3 - Cover2
CTO Straight Talk - Issue 3 - 1
CTO Straight Talk - Issue 3 - Contents
CTO Straight Talk - Issue 3 - 3
CTO Straight Talk - Issue 3 - 4
CTO Straight Talk - Issue 3 - 5
CTO Straight Talk - Issue 3 - 6
CTO Straight Talk - Issue 3 - 7
CTO Straight Talk - Issue 3 - 8
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CTO Straight Talk - Issue 3 - 60
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CTO Straight Talk - Issue 3 - 64
CTO Straight Talk - Issue 3 - 65
CTO Straight Talk - Issue 3 - Cover4
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