Title :
Application of radial basis function for concurrency control in CAD with KBMS
Author :
Raviram, P. ; Umarani, S.D. ; Wahidabanu, R.S.D.
Author_Institution :
Dept of Comput. Sci. Eng., Vinayaka Missions Univ., Salem, India
Abstract :
Manufacturing database stores large amounts of interrelated data. Each designer accessing an entity tries to modify the design parameters meeting the requirements of different customers. Sister concerns of the same group of company will be modifying the data as per design requirements. When information is updated with new modification by different group of designers, what is the order in which modification of the data has to be allowed. When simultaneous access of the information is done, sufficient care has to be taken to maintain consistency of data. In this research work, we have proposed an artificial neural network (ANN) method for managing the locks assigned to objects and the corresponding transactions are stored in a data structure. The main purpose of using the ANN is that it will require less memory in storing the lock assignment information for objects. We have attempted to use Radial Basis Function (RBF) neural network for storing and managing lock information when multi users are working on computer Aided Design (CAD) database with screw as a main object. The memory requirements of the proposed method is minimal in processing locks during transaction.
Keywords :
CAD; concurrency control; data structures; deductive databases; production engineering computing; radial basis function networks; CAD; artificial neural network method; computer aided design database; concurrency control; data consistency; data structure; design requirements; information simultaneous access; lock assignment information; manufacturing database; memory requirements; radial basis function neural network; Artificial neural networks; Computer network management; Computer networks; Concurrency control; Data structures; Databases; Design automation; Information management; Manufacturing; Neural networks; Concurrency Control; Radial Basis Function; knowledge management; transaction locks;
Conference_Titel :
Intelligent Agent & Multi-Agent Systems, 2009. IAMA 2009. International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4244-4710-7
DOI :
10.1109/IAMA.2009.5228025