Real Time Big Data Analysis by Using Apache Kudu and NoSQL Redis in Web Applications Cover Image

Real Time Big Data Analysis by Using Apache Kudu and NoSQL Redis in Web Applications
Real Time Big Data Analysis by Using Apache Kudu and NoSQL Redis in Web Applications

Author(s): Pavel Petrov, Georgi Dimitrov, Oleksiy Bychkov
Subject(s): Social Sciences, Economy, Education, Library and Information Science, Electronic information storage and retrieval, ICT Information and Communications Technologies
Published by: Съюз на учените - Варна
Keywords: Big Data; Hadoop; Kudu; Redis; NoSQL; Apache; PHP; web applications.

Summary/Abstract: In the recent years data processing in Big Data applications are moving from a batch processing model to a live streaming processing model. The live streaming processing model allows to process data in a real time or near real time manner. In many cases, there are need of combining data from various sources - both new generated data and data previously gathered and archived. In each case a different storage mechanism is appropriate to achieve best flexibility and to avoid the so-called bottleneck when processing data. In this article we review some of the possibilities of using Apache Kudu and NoSQL Redis systems which made them suitable to be used together for fast processing of streaming data.

  • Issue Year: 9/2020
  • Issue No: 1
  • Page Range: 26-34
  • Page Count: 9
  • Language: English