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Changing Science and Engineering: the impact of HPC Sept 23, 2009 Edward Seidel Assistant Director, Mathematical and Physical Sciences, NSF (Director, OCI)
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Profound Transformation of Science Gravitational Physics Galileo, Newton usher in birth of modern science: c. 1600 Problem: single “particle” (apple, planet) in gravitational field (General 2 body- problem already too hard) Methods Data: notebooks (Kbytes) Theory: driven by data Computation: calculus by hand (1 Flop/s) Collaboration 1 brilliant scientist, 1-2 student
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3 3D Collision Science Result Year: 1998 Team size ~ 15 Data produced ~ 50Gbytes 3D Collision Science Result Year: 1998 Team size ~ 15 Data produced ~ 50Gbytes Profound Transformation of Science Collision of Two Black Holes Science Result The “Pair of Pants” Year: 1994 Team size ~ 10 Data produced ~ 50Mbytes Impact of HPC taking root Science Result The “Pair of Pants” Year: 1994 Team size ~ 10 Data produced ~ 50Mbytes Impact of HPC taking root Science Result The “Pair of Pants” Year: 1972 Team size 1 person (S. Hawking) Computation Flop/s Data produced ~ Kbytes (text, hand-drawn sketch) 400 years later…same!
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Cyberinfrastructure Enables Full Solutions to Einstein’s Equations 100 year quest: EE’s can’t be solved since 1916 Decades of struggle in community Individual PIs, groups, grand challenges, communities 2002-2005: Breakthoughs for 2BH orbits: general EEs can now be solved by many groups! Now ready for the Universe! BrownsvillePretorius*AEI/LSUGoddard Waveforms!
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Two decades later: Complexity of Universe LHC, Gamma-ray bursts! Gamma-ray bursts! All energy emitted in lifetime of sun bursts out in a few seconds: what are they?! Colliding BH-NS? SN? GR, hydrodynamics, nuclear physics, radiation transport, neutrinos, magnetic fields: globally distributed collab! Scalable algorithms, complex AMR codes, viz, PFlops*week, PB output! LHC: What is the nature of mass? Higgs particle? ~10K scientists, 33+ countries, 25PB data, distributed! Planetary lab for scientific discovery! Now, compare with observation...LIGO, GEO, VIRGO! GR becomes a collaborative data- driven science Remote Instrument
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Data-Driven Multiscale Collaborations* for Complexity Great Challenges of 21st Century HPC began the revolution, but it continues in 4 dimensions! Multiscale Collaborations General Relativity, Particles, Geosciences, Bio, Social... Data need to be shared in collab... Science and Society being transformed by CI and Data Compute, data, network volumes grow 9-12 orders of magnitude in two decades Completely new methodologies HPC previewed fundamental shift to data-driven science: will be different Science needs place requirements on data access *Small groups still important!
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Summary After 4 centuries of constancy in science methods and culture, we have experienced a profound step function in change 9-12 orders of magnitude in data, compute, network, and exponentially growing Collaborations growing dramatically in all areas as we solve complex challenges HPC was just the beginning Data-driven science computational methods (including HPC) are the foreseeable future in every discipline Data are the media of collaboration
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