Computer simulation using particles
Computer simulation using particles
Performance prediction of parallel processing systems: the PAMELA methodology
ICS '93 Proceedings of the 7th international conference on Supercomputing
Astrophysical N-body simulations on GRAPE-4 special-purpose computer
Supercomputing '95 Proceedings of the 1995 ACM/IEEE conference on Supercomputing
Yet another fast multipole method without multipoles—pseudoparticle multipole method
Journal of Computational Physics
$7.0/Mflops astrophysical N-body simulation with treecode on GRAPE-5
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
Performance of lattice QCD programs on CP-PACS
Parallel Computing - Special issue on high performance computing in lattice QCD
The 1 Teraflops QCDSP computer
Parallel Computing - Special issue on high performance computing in lattice QCD
Parallel Computing - Special issue on high performance computing in lattice QCD
A fast adaptive multipole algorithm in three dimensions
Journal of Computational Physics
N-body simulation of galaxy formation on GRAPE-4 special-purpose computer
Supercomputing '96 Proceedings of the 1996 ACM/IEEE conference on Supercomputing
A 1.349 Tflops simulation of black holes in a galactic center on GRAPE-6
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
The distributed ASCI Supercomputer project
ACM SIGOPS Operating Systems Review
Scientific Simulations with Special Purpose Computers: The Grade Systems
Scientific Simulations with Special Purpose Computers: The Grade Systems
Integrated Performance Models for SPMD Applications and MIMD Architectures
IEEE Transactions on Parallel and Distributed Systems
POEMS: End-to-End Performance Design of Large Parallel Adaptive Computational Systems
IEEE Transactions on Software Engineering
Symbolic Performance Modeling of Parallel Systems
IEEE Transactions on Parallel and Distributed Systems
A Versatile Simulation Model for Hierarchical Treecodes
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
A 29.5 Tflops simulation of planetesimals in Uranus-Neptune region on GRAPE-6
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Heterogeneity as Key Feature of High Performance Computing: the PQE1 Prototype
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Efficient Performance Prediction for Large-Scale, Data-Intensive Applications
International Journal of High Performance Computing Applications
Performance Evaluation Model for Scheduling in Global Computing Systems
International Journal of High Performance Computing Applications
International Journal of High Performance Computing Applications
International Journal of High Performance Computing Applications
The Dynamics of Performance Collapse in Large-Scale Networks and Computers
International Journal of High Performance Computing Applications
A Versatile Simulation Model for Hierarchical Treecodes
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
Swarm intelligence in cloud environment
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
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Abstract--Hybrid architectures are systems where a high performance general purpose computer is coupled to one or more Special Purpose Devices (SPDs). Such a system can be the optimal choice for several fields of computational science. Configuring the system and finding the optimal mapping of the application tasks onto the hybrid machine often is not straightforward. Performance modeling is a tool to tackle and solve these problems. We have developed a performance model to simulate the behavior of a hybrid architecture consisting of a parallel multiprocessor where some nodes are the host of a GRAPE board. GRAPE is a very high performance SPD used in computational astrophysics. We validate our model on the architecture at our disposal, and show examples of predictions that our model can produce.