Simulated annealing to generate numerically stable real number error correction codes

Teresa Davies; Xin Liang; Jieyang Chen; Zizhong Chen

doi:10.1109/HPCC-CSS-ICESS.2015.238

Simulated annealing to generate numerically stable real number error correction codes

Teresa Davies
, Xin Liang
, Jieyang Chen
, Zizhong Chen

Producción científica: Conference contribution › revisión exhaustiva

Resumen

Checksum-based approaches can provide fault tolerance with lower overhead than general techniques. When there is a need for handling multiple simultaneous failures, real number coefficients are required to create multiple checksums. However, the exact solution for coefficients that will introduce the least amount of error is not known, and a method is required to generate usable coefficients. In this paper, we use an evolutionary algorithm to create coefficients with good numerical stability while using as little computation time as possible.

Idioma original	English
Título de la publicación alojada	Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015
Páginas	611-616
Número de páginas	6
ISBN (versión digital)	9781479989362
DOI	https://doi.org/10.1109/HPCC-CSS-ICESS.2015.238
Estado	Published - nov 23 2015
Evento	17th IEEE International Conference on High Performance Computing and Communications, IEEE 7th International Symposium on Cyberspace Safety and Security and IEEE 12th International Conference on Embedded Software and Systems, HPCC-ICESS-CSS 2015 - New York, United States Duración: ago 24 2015 → ago 26 2015

Serie de la publicación

Nombre	Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015

Conference

Conference	17th IEEE International Conference on High Performance Computing and Communications, IEEE 7th International Symposium on Cyberspace Safety and Security and IEEE 12th International Conference on Embedded Software and Systems, HPCC-ICESS-CSS 2015
País/Territorio	United States
Ciudad	New York
Período	8/24/15 → 8/26/15

Nota bibliográfica

Publisher Copyright:
© 2015 IEEE.

ASJC Scopus subject areas

Software
Control and Systems Engineering
Computer Networks and Communications

Acceder al documento

10.1109/HPCC-CSS-ICESS.2015.238

Otros archivos y enlaces

Citar esto

Davies, T., Liang, X., Chen, J., & Chen, Z. (2015). Simulated annealing to generate numerically stable real number error correction codes. En Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015 (pp. 611-616). Artículo 7336225 (Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015). https://doi.org/10.1109/HPCC-CSS-ICESS.2015.238

Davies, Teresa ; Liang, Xin ; Chen, Jieyang et al. / Simulated annealing to generate numerically stable real number error correction codes. Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015. 2015. pp. 611-616 (Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015).

@inproceedings{4b57f28904ea440aa77b80ae3e02c316,

title = "Simulated annealing to generate numerically stable real number error correction codes",

abstract = "Checksum-based approaches can provide fault tolerance with lower overhead than general techniques. When there is a need for handling multiple simultaneous failures, real number coefficients are required to create multiple checksums. However, the exact solution for coefficients that will introduce the least amount of error is not known, and a method is required to generate usable coefficients. In this paper, we use an evolutionary algorithm to create coefficients with good numerical stability while using as little computation time as possible.",

keywords = "Evolutionary computation, Fault tolerance, Fault tolerant systems, Numerical stability, Simulated annealing, Sociology, Statistics",

author = "Teresa Davies and Xin Liang and Jieyang Chen and Zizhong Chen",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 17th IEEE International Conference on High Performance Computing and Communications, IEEE 7th International Symposium on Cyberspace Safety and Security and IEEE 12th International Conference on Embedded Software and Systems, HPCC-ICESS-CSS 2015 ; Conference date: 24-08-2015 Through 26-08-2015",

year = "2015",

month = nov,

day = "23",

doi = "10.1109/HPCC-CSS-ICESS.2015.238",

language = "English",

series = "Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015",

pages = "611--616",

booktitle = "Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015",

}

Davies, T, Liang, X, Chen, J & Chen, Z 2015, Simulated annealing to generate numerically stable real number error correction codes. En Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015., 7336225, Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015, pp. 611-616, 17th IEEE International Conference on High Performance Computing and Communications, IEEE 7th International Symposium on Cyberspace Safety and Security and IEEE 12th International Conference on Embedded Software and Systems, HPCC-ICESS-CSS 2015, New York, United States, 8/24/15. https://doi.org/10.1109/HPCC-CSS-ICESS.2015.238

Simulated annealing to generate numerically stable real number error correction codes. / Davies, Teresa; Liang, Xin; Chen, Jieyang et al.
Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015. 2015. p. 611-616 7336225 (Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015).

Producción científica: Conference contribution › revisión exhaustiva

TY - GEN

T1 - Simulated annealing to generate numerically stable real number error correction codes

AU - Davies, Teresa

AU - Liang, Xin

AU - Chen, Jieyang

AU - Chen, Zizhong

PY - 2015/11/23

Y1 - 2015/11/23

N2 - Checksum-based approaches can provide fault tolerance with lower overhead than general techniques. When there is a need for handling multiple simultaneous failures, real number coefficients are required to create multiple checksums. However, the exact solution for coefficients that will introduce the least amount of error is not known, and a method is required to generate usable coefficients. In this paper, we use an evolutionary algorithm to create coefficients with good numerical stability while using as little computation time as possible.

AB - Checksum-based approaches can provide fault tolerance with lower overhead than general techniques. When there is a need for handling multiple simultaneous failures, real number coefficients are required to create multiple checksums. However, the exact solution for coefficients that will introduce the least amount of error is not known, and a method is required to generate usable coefficients. In this paper, we use an evolutionary algorithm to create coefficients with good numerical stability while using as little computation time as possible.

KW - Evolutionary computation

KW - Fault tolerance

KW - Fault tolerant systems

KW - Numerical stability

KW - Simulated annealing

KW - Sociology

KW - Statistics

UR - https://www.scopus.com/pages/publications/84961692355

UR - https://www.scopus.com/pages/publications/84961692355#tab=citedBy

U2 - 10.1109/HPCC-CSS-ICESS.2015.238

DO - 10.1109/HPCC-CSS-ICESS.2015.238

M3 - Conference contribution

AN - SCOPUS:84961692355

T3 - Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015

SP - 611

EP - 616

BT - Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015

T2 - 17th IEEE International Conference on High Performance Computing and Communications, IEEE 7th International Symposium on Cyberspace Safety and Security and IEEE 12th International Conference on Embedded Software and Systems, HPCC-ICESS-CSS 2015

Y2 - 24 August 2015 through 26 August 2015

ER -

Davies T, Liang X, Chen J, Chen Z. Simulated annealing to generate numerically stable real number error correction codes. En Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015. 2015. p. 611-616. 7336225. (Proceedings - 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems, HPCC-CSS-ICESS 2015). doi: 10.1109/HPCC-CSS-ICESS.2015.238

Simulated annealing to generate numerically stable real number error correction codes

Resumen

Serie de la publicación

Conference

Nota bibliográfica

ASJC Scopus subject areas

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto