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Articles by Anton Tyukov
Total Records ( 2 ) for Anton Tyukov
  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.
  Anton Tyukov , Olga Khrzhanovskaya , Alexander Sokolov , Maxim Shcherbakov and Valerij Kamaev
  This study presents a new method of working with timeseries data gathered from sensors. Researchers use natural time cycles of timeseries to create data packages of different type. Each data package is a small piece of timeseries data of fixed size and granularity, supported with statistical information and data quality certificate. Data quality certificate provides information about following aspects of data: syntactic, semantic, pragmatic and punctuation. This study contains a concept of data infrastructure and experimental results which proves significant increase of data extraction time and perform data quality certification of each data package. All experiments were performed on large time series data collected from electricity, water and gas meters in public buildings.
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