Title :
The Methods of Data Prefetching Based on User Model in Cloud Computing
Author :
Yunwen, Ge ; Shaochun, Wu ; Bowen, Yuan ; Jiazheng, Li
Author_Institution :
Comput. Eng. & Sci. Coll., Shanghai Univ., Shanghai, China
Abstract :
According to the data management of cloud computing and assign characters of dynamic resource in cloud services, we constructed a model of cloud user, cloud service and cloud status, which collects information of user status, service applications and resource pools. By taking advantage of intelligent analysis and collaborative computing technologies, we can get user habit patterns among users, services and data, which were hidden in history records. And based on predictive analysis, we can achieve precisely data prefetching by using data prefeching strategies and intelligent algorithms in cloud environment.
Keywords :
cloud computing; data handling; groupware; storage management; cloud computing data management; cloud services; cloud status; cloud user model; collaborative computing technologies; data prefetching method; history records; intelligent algorithms; intelligent analysis; predictive analysis; resource pools; service applications; user habit patterns; user status information; Cloud computing; Computational modeling; Computers; Data mining; Data models; History; Prefetching; Cloud Computing; Data Mining; Data Prefeching; User Model;
Conference_Titel :
Internet of Things (iThings/CPSCom), 2011 International Conference on and 4th International Conference on Cyber, Physical and Social Computing
Conference_Location :
Dalian
Print_ISBN :
978-1-4577-1976-9
DOI :
10.1109/iThings/CPSCom.2011.82
