Changing Science and Engineering: the impact of HPC Sept 23, 2009 Edward Seidel Assistant Director, Mathematical and Physical Sciences, NSF (Director, OCI)
Profound Transformation of Science Gravitational Physics Galileo, Newton usher in birth of modern science: c 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
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!
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 : Breakthoughs for 2BH orbits: general EEs can now be solved by many groups! Now ready for the Universe! BrownsvillePretorius*AEI/LSUGoddard Waveforms!
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
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!
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