Title :
A Comprehensive Approach of SA Based Software Deployment Reliability Estimation in Neural Networks
Author :
Su, Xihong ; Wu, Zhibo ; Liu, Hongwei ; Zuo, Decheng ; Yang, Xiaozong
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Abstract :
Software architecture (SA) has been widely advocated as an effective abstraction for modeling, implementing, and evolving complex software systems such as those in distributed, decentralized, heterogeneous and pervasive environments. We intend to investigate two problems related to the domain of those environments: software deployment and reliability. Though many approaches for Architecture-based reliability research, little work has been done in incorporating software deployment into SA based reliability estimation. This paper presents a new comprehensive approach of reliability estimation considering software deployment in neural networks. Additionally, we explain software component replica and different software component deployment architectures in neural networks.
Keywords :
neural nets; software architecture; software reliability; ubiquitous computing; SA based software deployment reliability estimation; complex software systems; neural network; pervasive environment; software architecture; Artificial neural networks; Computer architecture; Estimation; Software; Software architecture; Software reliability; neural networks; pervasive system; reliability; software architecture; software deployment;
Conference_Titel :
Pervasive Computing Signal Processing and Applications (PCSPA), 2010 First International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-8043-2
Electronic_ISBN :
978-0-7695-4180-8
DOI :
10.1109/PCSPA.2010.21
