We have developed a metascalable (or 'design once, scale on new architectures') parallel application-development framework for first-principles based simulations of nano-mechano-chemical processes on emerging petaflops architectures based on spatiotemporal data locality principles. The framework consists of (1) an embedded divide-and-conquer (EDC) algorithmic framework based on spatial locality to design linear-scaling algorithms, (2) a space -time-ensemble parallel (STEP) approach based on temporal locality to predict long-time dynamics, and (3) a tunable hierarchical cellular decomposition (HCD) parallelization framework to map these scalable algorithms onto hardware. The EDC-STEP-HCD framework exposes and expresses maximal concurrency and data locality, thereby achieving parallel efficiency as high as 0.99 for 1.59-billion-atom reactive force field molecular dynamics (MD) and 17.7-million-atom (1.56 trillion electronic degrees of freedom) quantum mechanical (QM) MD in the framework of the density functional theory (DFT) on adaptive multigrids, in addition to 201-billion-atom nonreactive MD, on 196 608 IBM BlueGene/ L processors. We have also used the framework for automated execution of adaptive hybrid DFT/ MD simulation on a grid of six supercomputers in the US and Japan, in which the number of processors changed dynamically on demand and tasks were migrated according to unexpected faults. The paper presents the application of the framework to the study of nanoenergetic materials: (1) combustion of an Al/Fe2O3 thermite and (2) shock initiation and reactive nanojets at a void in an energetic crystal.
机构:
Univ So Calif, Dept Comp Sci, Los Angeles, CA 90089 USA
Univ So Calif, Dept Phys & Astron, Los Angeles, CA 90089 USA
Univ So Calif, Dept Chem Engn & Mat Sci, Los Angeles, CA 90089 USAUniv So Calif, Dept Comp Sci, Los Angeles, CA 90089 USA
机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Nakano, Aiichiro
Kalia, Rajiv K.
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Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Kalia, Rajiv K.
Nomura, Ken-Ichi
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Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Nomura, Ken-Ichi
Sharma, Ashish
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Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Ohio State Univ, Dept Biomed Informat, Columbus, OH 43210 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Sharma, Ashish
Vashishta, Priya
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Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Vashishta, Priya
Shimojo, Fuyuki
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Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Shimojo, Fuyuki
Van Duin, Adri C. T.
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机构:
Kumamoto Univ, Fac Gen Educ, Dept Phys, Kumamoto 8608555, Japan
CALTECH, Mat & Proc Simulat Ctr, Pasadena, CA 91125 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Van Duin, Adri C. T.
Goddard, William A., III
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CALTECH, Mat & Proc Simulat Ctr, Pasadena, CA 91125 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Goddard, William A., III
Biswas, Rupak
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NASA, Ames Res Ctr, NASA Adv Supercomp NAS Div, Moffett Field, CA 94035 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Biswas, Rupak
Srivastava, Deepak
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NASA, Ames Res Ctr, NASA Adv Supercomp NAS Div, Moffett Field, CA 94035 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Srivastava, Deepak
Yang, Lin H.
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h-index: 0
机构:
Lawrence Livermore Natl Lab, Phys H Div, Livermore, CA 94551 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
机构:
Univ So Calif, Dept Comp Sci, Los Angeles, CA 90089 USA
Univ So Calif, Dept Phys & Astron, Los Angeles, CA 90089 USA
Univ So Calif, Dept Chem Engn & Mat Sci, Los Angeles, CA 90089 USAUniv So Calif, Dept Comp Sci, Los Angeles, CA 90089 USA
机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Nakano, Aiichiro
Kalia, Rajiv K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Kalia, Rajiv K.
Nomura, Ken-Ichi
论文数: 0引用数: 0
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机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Nomura, Ken-Ichi
Sharma, Ashish
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Ohio State Univ, Dept Biomed Informat, Columbus, OH 43210 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Sharma, Ashish
Vashishta, Priya
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Vashishta, Priya
Shimojo, Fuyuki
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Shimojo, Fuyuki
Van Duin, Adri C. T.
论文数: 0引用数: 0
h-index: 0
机构:
Kumamoto Univ, Fac Gen Educ, Dept Phys, Kumamoto 8608555, Japan
CALTECH, Mat & Proc Simulat Ctr, Pasadena, CA 91125 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Van Duin, Adri C. T.
Goddard, William A., III
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Mat & Proc Simulat Ctr, Pasadena, CA 91125 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Goddard, William A., III
Biswas, Rupak
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, NASA Adv Supercomp NAS Div, Moffett Field, CA 94035 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Biswas, Rupak
Srivastava, Deepak
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, NASA Adv Supercomp NAS Div, Moffett Field, CA 94035 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA
Srivastava, Deepak
Yang, Lin H.
论文数: 0引用数: 0
h-index: 0
机构:
Lawrence Livermore Natl Lab, Phys H Div, Livermore, CA 94551 USAUniv So Calif, Collaborat Adv Comp & Simulat, Los Angeles, CA 90089 USA