IBM Systems Magazine, Power Systems - September 2017 - 54

R&D

you index it in space and time.
That's really the essence of what
you're doing to make all of this
information searchable, relatable,
contextual, which is where a lot of
interesting discoveries will come
from. Some of the discoveries
will include the use of complex
machine-learning methods.
ISM: Do you have an example of how a company might
use this approach to layer
space and time data?
HH: Sure. We worked with Gallo
Winery on irrigation analytics,
calculating the optimal irrigation for their grapes to enhance
water-use efficiency and grape
quality. Of course, you need many
layers of information to understand this. You need a layer about

the soil-actually you will need
many layers of soil because of its
contents, like its pH, etc. You also
need to know something about
the weather, both present and
future. You need to know about
the wind, sun and then the water
loss associated with that. You
need to know something about
the density of the canopy. That
comes from satellite observations.
Typically, you'd have to do very
complex calculations between
these different layers of information. The beauty of the macroscope
is all of these layers are linked,
which allows you to conduct very
efficient types of calculations and
in the scale you need. In this case,
Gallo ended up reducing water
usage by 25 percent and the crop
yield went up by 26 percent. And

W
The truth about
big data is that
a lot of time is
spent on data
curation rather
than analysis

this was without a macroscope,
but rather, the realization that we
needed to fuse all of these layers of
information together.
ISM: Would this apply to agriculture in general?
HH: Well, we know Earth's
population is increasing, but
additional land on which to grow
our food isn't. We also know, most
likely, we'll have less water to use
in crop cultivation. You combine
these three issues and I think it
becomes clear why it's essential
to use all this data for optimizing
agriculture. So we need smarter
data systems to help us with the
decisions such as where to grow
what, how to optimize crops,
where the demands are, how
commodities will be transported.
Similar opportunities exist in any
number of industries, including
clean-energy generation and even
astronomy, where you might be
able to predict asteroid collisions
based on layered data from different telescopes. The key to all of
this is data, and geospatial data
will play a huge role in that.
ISM: What's the key takeaway
from the work you're doing?
HH: The key point of the macroscope is making this data
accessible, discoverable and
usable. As we've discussed, there's
a lot of spatial satellite data available. The U.S. government has a
gigantic archive, but it hasn't been
used as a whole. We're just looking
at the tip of the iceberg in terms of
the available information we can
get from all of that data, with the
primary reason being the complexity of the technology. The data
hasn't been curated. It hasn't been
indexed. To conduct space and
time analyses, you need access to
all of these different layers of information at the same time and in the
same space. That's exactly what
the macroscope is promising.

54 // SEPTEMBER 2017 ibmsystemsmag.com


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IBM Systems Magazine, Power Systems - September 2017

Table of Contents for the Digital Edition of IBM Systems Magazine, Power Systems - September 2017

Table of Contents
Editor's Desk: Making the Move
IBM Perspective: Where to Run SAP HANA? It's Already in Your Data Center
TechBits: Dress for Success; Cancer Fighters; Designing Business Strategies
Partner POV: Top IT Concerns: Take steps to mitigate security threats and modernize your Power infrastructure
Trends: An Elastic Infrastructure: Enterprises tap hybrid cloud for agile DevOps and innovation
Cover Story: SAP HANA Your Way: Running SAP HANA on IBM Power Systems minimizes migration costs and workload disruptions
Special Report: Survey Says: You spoke, IBM Systems Magazine listened
Feature: Planning Your SAP HANA Migration? IBM is poised to help clients migrate to SAP HANA on Power Systems
TECH Showcase: 7 Keys to Future-Proofing Your RPG Applications: Streamline processes and modernize techniques with these steps
R&D: Layering the World: IBM researchers hope to use macroscopes to answer big questions about the world
Solutions: Presto 7, BCD Software; Profound js. 2.0, Profound Logic Software
SnapShot: Chamara Withanachchi
Reference Point - Global Events, Education, Resources for Power Systems
2017 Power Systems Solution Edition
IBM Systems Magazine, Power Systems - September 2017 - Cover1
IBM Systems Magazine, Power Systems - September 2017 - Cover2
IBM Systems Magazine, Power Systems - September 2017 - 1
IBM Systems Magazine, Power Systems - September 2017 - Table of Contents
IBM Systems Magazine, Power Systems - September 2017 - CT1
IBM Systems Magazine, Power Systems - September 2017 - CT2
IBM Systems Magazine, Power Systems - September 2017 - 3
IBM Systems Magazine, Power Systems - September 2017 - Editor's Desk: Making the Move
IBM Systems Magazine, Power Systems - September 2017 - 5
IBM Systems Magazine, Power Systems - September 2017 - IBM Perspective: Where to Run SAP HANA? It's Already in Your Data Center
IBM Systems Magazine, Power Systems - September 2017 - 7
IBM Systems Magazine, Power Systems - September 2017 - TechBits: Dress for Success; Cancer Fighters; Designing Business Strategies
IBM Systems Magazine, Power Systems - September 2017 - Partner POV: Top IT Concerns: Take steps to mitigate security threats and modernize your Power infrastructure
IBM Systems Magazine, Power Systems - September 2017 - 10
IBM Systems Magazine, Power Systems - September 2017 - Trends: An Elastic Infrastructure: Enterprises tap hybrid cloud for agile DevOps and innovation
IBM Systems Magazine, Power Systems - September 2017 - 12
IBM Systems Magazine, Power Systems - September 2017 - 13
IBM Systems Magazine, Power Systems - September 2017 - Cover Story: SAP HANA Your Way: Running SAP HANA on IBM Power Systems minimizes migration costs and workload disruptions
IBM Systems Magazine, Power Systems - September 2017 - 15
IBM Systems Magazine, Power Systems - September 2017 - 16
IBM Systems Magazine, Power Systems - September 2017 - 17
IBM Systems Magazine, Power Systems - September 2017 - 18
IBM Systems Magazine, Power Systems - September 2017 - 19
IBM Systems Magazine, Power Systems - September 2017 - 20
IBM Systems Magazine, Power Systems - September 2017 - Special Report: Survey Says: You spoke, IBM Systems Magazine listened
IBM Systems Magazine, Power Systems - September 2017 - SR2
IBM Systems Magazine, Power Systems - September 2017 - SR3
IBM Systems Magazine, Power Systems - September 2017 - SR4
IBM Systems Magazine, Power Systems - September 2017 - SR5
IBM Systems Magazine, Power Systems - September 2017 - SR6
IBM Systems Magazine, Power Systems - September 2017 - SR7
IBM Systems Magazine, Power Systems - September 2017 - SR8
IBM Systems Magazine, Power Systems - September 2017 - SR9
IBM Systems Magazine, Power Systems - September 2017 - SR10
IBM Systems Magazine, Power Systems - September 2017 - SR11
IBM Systems Magazine, Power Systems - September 2017 - SR12
IBM Systems Magazine, Power Systems - September 2017 - SR13
IBM Systems Magazine, Power Systems - September 2017 - SR14
IBM Systems Magazine, Power Systems - September 2017 - SR15
IBM Systems Magazine, Power Systems - September 2017 - SR16
IBM Systems Magazine, Power Systems - September 2017 - 37
IBM Systems Magazine, Power Systems - September 2017 - Feature: Planning Your SAP HANA Migration? IBM is poised to help clients migrate to SAP HANA on Power Systems
IBM Systems Magazine, Power Systems - September 2017 - 39
IBM Systems Magazine, Power Systems - September 2017 - 40
IBM Systems Magazine, Power Systems - September 2017 - 41
IBM Systems Magazine, Power Systems - September 2017 - 42
IBM Systems Magazine, Power Systems - September 2017 - TECH Showcase: 7 Keys to Future-Proofing Your RPG Applications: Streamline processes and modernize techniques with these steps
IBM Systems Magazine, Power Systems - September 2017 - 44
IBM Systems Magazine, Power Systems - September 2017 - 45
IBM Systems Magazine, Power Systems - September 2017 - 46
IBM Systems Magazine, Power Systems - September 2017 - 47
IBM Systems Magazine, Power Systems - September 2017 - 48
IBM Systems Magazine, Power Systems - September 2017 - 49
IBM Systems Magazine, Power Systems - September 2017 - 50
IBM Systems Magazine, Power Systems - September 2017 - R&D: Layering the World: IBM researchers hope to use macroscopes to answer big questions about the world
IBM Systems Magazine, Power Systems - September 2017 - 52
IBM Systems Magazine, Power Systems - September 2017 - 53
IBM Systems Magazine, Power Systems - September 2017 - 54
IBM Systems Magazine, Power Systems - September 2017 - Solutions: Presto 7, BCD Software; Profound js. 2.0, Profound Logic Software
IBM Systems Magazine, Power Systems - September 2017 - SnapShot: Chamara Withanachchi
IBM Systems Magazine, Power Systems - September 2017 - Cover3
IBM Systems Magazine, Power Systems - September 2017 - Cover4
IBM Systems Magazine, Power Systems - September 2017 - Reference Point - Global Events, Education, Resources for Power Systems
IBM Systems Magazine, Power Systems - September 2017 - 2017 Power Systems Solution Edition
IBM Systems Magazine, Power Systems - September 2017 - SE2
IBM Systems Magazine, Power Systems - September 2017 - SE3
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