Title :
The Research of the Knowledge Based on Autonomic Database
Author :
Yan, Qiang ; Wei, Peng ; Xiaogang, Wang ; Junjie, Chen ; Yanbo, Ma
Author_Institution :
Coll. of Comput. Sci. & Technol., Coll. of Software, Taiyuan Univ. of Technol., Taiyuan, China
Abstract :
With auto-learning strategy and expression mode of production, the foregone workload records which are produced by automatic workload-adaptive system are recorded in knowledge base. The best control scheme is achieved by calculating the workload´s similarity in knowledge base when the new workload is produced. Simulation results show that the method can effectively improve the efficiency of the workload control.
Keywords :
database management systems; fault tolerant computing; learning (artificial intelligence); autolearning strategy; automatic workload-adaptive system; autonomic database; workload control; Adaptation models; Adaptive systems; Computational modeling; Database systems; Knowledge based systems; Production systems; knowledge base; production system; similarity degree;
Conference_Titel :
Computing, Measurement, Control and Sensor Network (CMCSN), 2012 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4673-2033-7
DOI :
10.1109/CMCSN.2012.44
