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The paper presents architecture of a program layer providing a data processing script in the analytical DBMS. Methods for the analytical service management are described. The concept of data processing script is suggested and format for scenario description is proposed. Functional content of control classes is shown. The principle of building program engine to run scripts of intellectual data processing...
The service-oriented architecture of analytical platform based on DBMS PostgreSQL is considered. The implementation of service registry of analytical platform is presented. The structure of service registry of analytical platform is shown. The advantages of analytical platform are indicated.
The proposed localization method for graphical objects of scene image is invariant to the illuminance conditions, scale, offset and rotation of the objects. The method is based on a vector representation of scene image and searched object. Model for building of object pattern and algorithm of its recognition are represented. Experimental results for real images are shown.
The task of implementation of production system in SQL/MM context is considered. Unitized interface for control of production system is described. Scheme of script generation of base phases of data mining is shown. Variant of implementation of analytic subsystem infrastructure for embedding applications is suggested.
Models of complicated system created on base of empirical data are considered. It is pointed to problem of using correlation statistical methods for model building. It is proposed to use composition models obtained by means of system decomposition of correlation signed graph. Method of discovery of particular models is suggested.
Telecommunication network events forecasting is considered. Events collection and storage are performed by OpenNMS data model. Different type and network elements events forecasting is performed. The analytical processing is performed with help of service-oriented analytical kernel Sorintella. The events forecasting program component architect is submitted.
Basic technologies for creation of predicative analytical core for industrial systems of decision-making processes supporting are considered. It is proposed to use architectural solutions based on international standards of Data Mining. Issues of mobility and computational efficiency of analytical technologies for Big Data are discussed.
The organization of service-oriented knowledge extraction analytical platform infrastructure based on DBMS PostgreSQL is considered. The architecture of analytical platform infrastructure that satisfies requirements of SQL/MM and PMML standards is proposed. The analytical platform infrastructure contains the services and resources storages which are called repository. The logical data model of analytical...
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