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09/21/2020 :: :: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: ::::: :: On the Convergence of HPC and AI Russian Supercomputing Days, September 21, 2020, Moscow, Russia Prof. Dr.-Ing. Hon. Prof. Dr. h.c. Dr h.c. Michael Resch Russian Supercomputing Days

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Page 1: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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On the Convergence of HPC and AIRussian Supercomputing Days, September 21, 2020, Moscow, Russia

Prof. Dr.-Ing. Hon. Prof. Dr. h.c. Dr h.c. Michael Resch

Russian Supercomputing Days

Page 2: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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HPC

About HPCWhere do

we stand and where are

we headed?

App

ApplicationsWhich

applications will we target and

which will benefit?

Concl.

ConclusionsWhat do we learn and how do we react?

Tech

Technologies & Convergence

Which new technologies do we see and how do they converge?

Roadmap of the Talk

Page 3: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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High Performance Computing

• Growing Peak Speed

• Since 2008 flattening curve

• Issue is Moore‘s law

• Currently 5nm (most recent)

Russian Supercomputing Days

Gordon Moore, ISSCC 2003

HPC

Page 4: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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Data Analytics

Machine Learning

Artificial Intelligence

Data to Solution (D2S)

Russian Supercomputing Days

Tech

Page 5: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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::Russian Supercomputing Days

Tech

Page 6: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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CONVERGENCE OF METHODS

Russian Supercomputing Days

Tech

Page 7: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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Provide high level of

performance at all levels

High Performance Computing

Connect everything in an

intelligent way

Internet of ThingsExtract knowledge from data and prepare intelligent decisions

Artificial Intelligence

Convergence

Russian Supercomputing Days

Tech

Page 8: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

09/21/2020:: ::

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APPLICATIONS

Russian Supercomputing Days

App

Page 9: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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::Russian Supercomputing Days

V. Wulfmeyer, T. Schwitalla (Uni Hohenheim)

App

Page 10: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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Pandemic

Russian Supercomputing Days

Source: https://www.welt.de/gesundheit/article122874241/Forscher-entschluesseln-den-Pandemien-Algorithmus.html

App

https://www.welt.de/gesundheit/article122874241/Forscher-entschluesseln-den-Pandemien-Algorithmus.html
Page 11: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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::Russian Supercomputing Days

Source: https://www.computerworld.ch/technik/ki/fraunhofer-arbeitet-an-tool-fake-news-abwehr-1676121.html

App

Page 12: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

09/21/2020:: ::

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Smart Citizens for Smart Cities

• Quality of Life

• Decision Making

• Security of Supply

• Mobility

• Work

• Health

• Education

• Entertainment

• …

Russian Supercomputing Days

Quelle: https://www.i-scoop.eu/smart-cities-smart-city/

App

https://www.i-scoop.eu/smart-cities-smart-city/
Page 13: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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Conclusions

• Finding

– HCP is loosing momentum

– Various technologies come up

– Technologies converge

• Challenges

– New challenges for the community as a whole

– New skills required

– New research questions lay ahead

Russian Supercomputing Days

Concl.

Page 14: On the Convergence of HPC and AI - russianscdays.org · learn and how do we react? Tech Technologies & Convergence Which new technologies do we see and how do they converge? Roadmap

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Thanks & Questions

Russian Supercomputing Days


Jim Johnston CTO , Communications Convergence Processing Mindspeed Technologies, Inc

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