HBASE Performance Analysis in Big Datasets Processing
HBASE Performance Analysis in Big Datasets Processing
Author(s): Tsvetelina Mladenova, Yordan Kalmukov, Milko MARINOV, Irena VALOVASubject(s): ICT Information and Communications Technologies
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: Big Data; No SQL; HBase; Thrift server; insert, select
Summary/Abstract: The term Big Data has gained popularity in recent years due to technological developments and the accumulation of data from various sources, mobile devices and sensors. Hbase is a distributed open source environment that uses available disk space optimally and efficiently based on data. It organizes data in a very different way from standard relational databases and works with both structured and unstructured data. This article describes our experience and research on how the execution time for inserting datasets and selecting data depends on the size of the data volumes, the locations (nodes of the same or different networks) from which they send or retrieve and what is the effect of the selected data organization (especially RowKey design) on the execution time.
Journal: TEM Journal
- Issue Year: 10/2021
- Issue No: 3
- Page Range: 1051-1057
- Page Count: 7
- Language: English