Title :
Research on Context-aware Scheduling Algorithm Based on Correlation in Smart Home Environment
Author :
Wang Jingxiao ; Zheng Hong ; Sun Nigang
Author_Institution :
Comput. Sci. & Eng. Dept., East China Univ. of Sci. & Technol., Shanghai, China
Abstract :
Smart home system is an important realization of pervasive computing. Context-aware is the key technology to realize forecasting user´s behavior and making the right response. Due to the context of pervasive computing with time-sensitive, the scheduling management module in the smart home system must support real-time scheduling of context-aware. In reasoning module, application queries may cause repetitive collections when context information lose efficacy. In order to solve this problem, this paper proposes a context priority scheduling algorithm based on correlation. The correlation between low-level contexts of reasoning task will be considered as the base of priority distribution. Its purpose is to speculate emergencies that about to happen next and provide the better reflect and the high efficiency in the smart home system.
Keywords :
behavioural sciences computing; correlation methods; home computing; inference mechanisms; real-time systems; scheduling; ubiquitous computing; application query; context information; context priority scheduling algorithm; context-aware scheduling algorithm; correlation; forecasting user behavior; low-level contexts; pervasive computing; priority distribution; real-time scheduling; reasoning module; reasoning task; repetitive collections; scheduling management module; smart home environment; smart home system; Cognition; Computational modeling; Context; Correlation; Educational institutions; Scheduling algorithms; Smart homes; Pervasive computing; correlation; reasoning scheduling; smart-home;
Conference_Titel :
Parallel and Distributed Processing Symposium Workshops & PhD Forum (IPDPSW), 2012 IEEE 26th International
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0974-5
DOI :
10.1109/IPDPSW.2012.289