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Articles by Valery Kamaev
Total Records ( 2 ) for Valery Kamaev
  Maxim Shcherbakov , Dmitry Kachalov , Valery Kamaev , Nataliya Shcherbakova , Anton Tyukov and Strekalov Sergey
  Different domains require perform complex event processing and pattern matching in large amount of text files or log files. Hadoop is the technology stack to do this kind of job. However, it is still open question how to build web based application for interaction with user as a frontend where backend components implement Map Reduce jobs over Hadoop? The contribution of the study is the design of web application for complex event processing for log analysis over Hadoop based on Java Servlet technique. The real implementation is performed to prove the performance of suggested approach.
  Vladimir Averchenkov , Sergey Roschin , Mikhail Rytov , Andrey Averchenkov and Valery Kamaev
  This study consider approach for developing fundamentally new and better monitoring systems. In detail, this research consider the general conceptual model of the monitoring systems and its main functional blocks, processes, consider the mathematical model and the subject area model. We will also pay attention to weak and poorly developed places of such systems and the possible ways of solving the problems. The main approach to the solution these problems in the study, the knowledge forming system that should provide the following functionality: a description of the subject area; the monitoring of the problem-oriented information; pre-processing the collected information; indexing information; structuring information; the storage and management of information in the data warehouse; the selection of information relevant to user’s query; provision of information to a user in the form, suitable for reading and analysis. The principle of the knowledge forming system is as follows. Periodically using the control module of the system launches the new modules for monitoring and analytics. The purpose of these modules is to find new and updated information resources on the internet relating to the subject of the subject area which is oriented system and adjust the data warehouse system and knowledge base in accordance with the current state of information resources. In parallel with modules for monitoring and analytics the representation module is executed. The purpose of this module is to use the data warehouse and knowledge base to select the data corresponding to the needs of the users and to present information in a form which is easy for both perception and analysis.
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