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Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing.

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing.
นักวิจัย : Guisado, J. L. , de Vega, F. Fernandez. , Morales, F. Jimenez. , Iskra, K. A. , Sloot, Peter M. A.
คำค้น : -
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2551
อ้างอิง : Guisado, J. L., de Vega, F. F., Morales, F. J., Iskra, K. A., & Sloot, P. M. A. (2008). Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing. International Journal of High Performance Systems Architecture, 1(4), 251-259. , http://hdl.handle.net/10220/10120 , http://dx.doi.org/10.1504/IJHPSA.2008.024209
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : International journal of high performance systems architecture
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

We present an analysis of the feasibility of executing a parallel bioinspired model of laser dynamics, based on cellular automata (CA), on the usual target platform of this kind of applications: a heterogeneous non-dedicated cluster. As this model employs a synchronous CA, using the single program, multiple data (SPMD) paradigm, it is not clear in advance if an appropriate efficiency can be obtained on this kind of platform. We have evaluated its performance including artificial load to simulate other tasks or jobs submitted by other users. A dynamic load balancing strategy with two main differences from most previous implementations of CA based models has been used. First, it is possible to migrate load to cluster nodes initially not belonging to the pool. Second, a modular approach is taken in which the model is executed on top of a dynamic load balancing tool – the Dynamite system – gaining flexibility. Very satisfactory results have been obtained, with performance increases from 60% to 80%.

บรรณานุกรม :
Guisado, J. L. , de Vega, F. Fernandez. , Morales, F. Jimenez. , Iskra, K. A. , Sloot, Peter M. A. . (2551). Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing..
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Guisado, J. L. , de Vega, F. Fernandez. , Morales, F. Jimenez. , Iskra, K. A. , Sloot, Peter M. A. . 2551. "Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing.".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Guisado, J. L. , de Vega, F. Fernandez. , Morales, F. Jimenez. , Iskra, K. A. , Sloot, Peter M. A. . "Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing.."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2551. Print.
Guisado, J. L. , de Vega, F. Fernandez. , Morales, F. Jimenez. , Iskra, K. A. , Sloot, Peter M. A. . Using cellular automata for parallel simulation of laser dynamics with dynamic load balancing.. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2551.