Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC...
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Transcript of Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC...
![Page 1: Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC Executive Director Presented to HPC Users Conference July 13,](https://reader036.fdocuments.in/reader036/viewer/2022081808/5697bfdf1a28abf838cb269e/html5/thumbnails/1.jpg)
Barriers to Industry HPC Use
or“Blue Collar” HPC as a Solution
Presented by
Stan Ahalt OSC Executive Director
Presented to
HPC Users ConferenceJuly 13, 2004
For more information on OSC, please visit www.osc.edu
![Page 2: Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC Executive Director Presented to HPC Users Conference July 13,](https://reader036.fdocuments.in/reader036/viewer/2022081808/5697bfdf1a28abf838cb269e/html5/thumbnails/2.jpg)
Brief Outline
Barriers to Entry Context (Science & Engineering) Solutions Blue Collar HPC
![Page 3: Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC Executive Director Presented to HPC Users Conference July 13,](https://reader036.fdocuments.in/reader036/viewer/2022081808/5697bfdf1a28abf838cb269e/html5/thumbnails/3.jpg)
Barriers to Entry
Traditional Technical Expertise Pricing and Support Intellectual Property Security ROI
Non-Traditional Cultural Barriers Lack of Imagination Not forging new tools and utilities Risk Aversion
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Panelists’ Barriers to Entry
Dr. John Hallquist
Need standardization of OS and software environment; need for better tools
Poor skill levels of college grads in programming, parallel programming
Porting of serial codes to scalable parallel implementations
Daniel Wolgemuth
Understanding economic benefits of technology investments
Inability to adjust to new ways of doing business
Jeffrey Birnbaum
Total of cost of ownership – incl. system updates, maintenance, administration
Changing the business culture to view computation as an asset
Maximizing use of the resources as a dynamic pool
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But there is another way to look at why we don’t currently employ HPCs…
As the previous panelists discussed, if we had a compelling reason to make use of larger HPCs, we would…
So why don’t we?
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Context (Science and Engineering):
While there have been significant advances in computer hardware, as well as … sciences and engineering,
resulting in greater expectations, as well as greater challenges
And while HPCs offer many benefits to various applications:
Codes that benefit from the speed-ups due to a modest number of processors (8-32), all the way up to….
Extremely large problems that need (many) thousands of processors.
![Page 7: Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC Executive Director Presented to HPC Users Conference July 13,](https://reader036.fdocuments.in/reader036/viewer/2022081808/5697bfdf1a28abf838cb269e/html5/thumbnails/7.jpg)
An example
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However….
the HPC software that enables (realizes) the science on the hardware – this software needs dramatic improvement For example, few simulation environments
aggressively take advantage of parallel computing.
Conversion of serial codes requires major effort
So the entire spectrum of HPC applications will reap the benefits derived from improved programming models
![Page 9: Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC Executive Director Presented to HPC Users Conference July 13,](https://reader036.fdocuments.in/reader036/viewer/2022081808/5697bfdf1a28abf838cb269e/html5/thumbnails/9.jpg)
At the High End of the Spectrum
Benefits are primarily scientific - solving problems that cannot be otherwise tackled
A special barrier is the inherent difficulty of “large-code” programming
The problem will be exacerbated by dramatic increases in processors (100K processors)
But, national interests mandate heroic programming efforts and significant long-term funding.
![Page 10: Barriers to Industry HPC Use or “Blue Collar” HPC as a Solution Presented by Stan Ahalt OSC Executive Director Presented to HPC Users Conference July 13,](https://reader036.fdocuments.in/reader036/viewer/2022081808/5697bfdf1a28abf838cb269e/html5/thumbnails/10.jpg)
One Solution: Refocusing HPC Develop a full-spectrum HPC market. This will:
Greatly improve our national competitiveness Strengthen national security Create well-paid, interesting jobs
These efforts will ultimately impact high-end computing
So, focus our innovations, advances, and education on the entire application spectrum
“Small” jobs today will become the large jobs of tomorrow.
The greater impact will be for the entire computing market (scale up and scale down!)
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The Current Market for HPCN
um
ber
of
Use
rs
Amount of Computing Power
Nu
mb
er o
f A
pp
licat
ion
s
# of Dollars
Current Market for HPC
Easy Pickings
Nu
mb
er o
f T
ask
s
, Storage, & CapabilityDoD
8
1 2 4 64
Competitive NecessityBusiness ROIProgrammer Productivity
NSF DoE
Heroes
Ideal Market for HPC
Blue-Collar Computing
IncreasedProductivity Gains
In Industry and Engineering
IncreasedGains in
Scientific Discovery
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“Blue-Collar” HPC Applications
The barrier is the lack of parallel programming skills on the part of the domain scientist or engineer Result is that engineers settle for a sub-optimal design
Removing this barrier will: Lead to better products Help our innovators to “Think Faster” actuate the next long-lived productivity expansion
And while the benefits will be primarily economic, the heros (and the rest of the computing community) will also reap the benefits!
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Summary: The transition to “blue collar” computing will:
Naturally break down many of the current barriers to entry, and
Provide the nation with a vitally important economic edge – allowing the United States to maintain its economic leadership in the global marketplace
But, it requires a paradigm change in our way of thinking, our way of teaching, and our way of approaching HPC.