Title :
Reconfigurable molecular dynamics simulator
Author :
Azizi, Navid ; Kuon, Ian ; Egier, Aaron ; Darabiha, Ahmad ; Chow, Paul
Author_Institution :
Dept. of ECE, Toronto Univ., Ont., Canada
Abstract :
Current high-performance applications are typically implemented on large-scale general-purpose distributed or multiprocessing systems often based on commodity microprocessors. Field-Programmable Gate Arrays (FPGAs) have now reached a level of sophistication that they too could be used for such applications. In this paper we explore the feasibility of using FPGAs to implement large-scale application-specific computations by way of a case study that implements a novel molecular dynamics system. The system has been designed such that it is scalable and parallelizable. On the Transmogrifier 3 (TM3), the system performs calculations on an 8,192 particle system in 37 seconds at 26 MHz. This implementation shows that by scaling to more modern parts running at 100 MHz, a speedup of over 20 x can be achieved compared to a state-of-the-art microprocessor. This can also be achieved at less cost, using less power and taking less space than a standard microprocessor-based system, while maintaining the computational precision required.
Keywords :
error analysis; field programmable gate arrays; microprocessor chips; multiprocessing systems; reconfigurable architectures; 100 MHz; 26 MHz; FPGA; Transmogrifier 3; distributed system; field programmable gate array; microprocessor; multiprocessing systems; reconfigurable molecular dynamics simulator; Application software; Application specific processors; Buildings; Computer applications; Computer architecture; Field programmable gate arrays; Large-scale systems; Microprocessors; Multiprocessing systems; Space technology;
Conference_Titel :
Field-Programmable Custom Computing Machines, 2004. FCCM 2004. 12th Annual IEEE Symposium on
Print_ISBN :
0-7695-2230-0
DOI :
10.1109/FCCM.2004.48