Session

Computer Science and Communication Engineering

Description

Big data management is a real challenge for traditional systems. The experimental evaluation is performed on measurement of performance of five different databases with an open non-relational dataset. It was structured and tested separately in each store, giving some advantages and limitations to them from a practical point of view. The results are drawn based on the throughput per number of users executed respectively. It was loaded and executed more than a million of records in each and every database. Following its semi-persistent model, Redis performed better than other databases.

Keywords:

Non-relational data, Big Data, Cassandra, Couchbase, HBase, MongoDB, Redis

Session Chair

Edmond Jahjaga

Session Co-Chair

Ramiz Hoxha

Proceedings Editor

Edmond Hajrizi

ISBN

978-9951-437-96-7

First Page

60

Last Page

73

Location

Lipjan, Kosovo

Start Date

31-10-2020 9:00 AM

End Date

31-10-2020 10:30 AM

DOI

10.33107/ubt-ic.2020.508

Download

Share

COinS
 
Oct 31st, 9:00 AM Oct 31st, 10:30 AM

Performance Evaluation of Non-Relational Data on Big Data Environments

Lipjan, Kosovo

Big data management is a real challenge for traditional systems. The experimental evaluation is performed on measurement of performance of five different databases with an open non-relational dataset. It was structured and tested separately in each store, giving some advantages and limitations to them from a practical point of view. The results are drawn based on the throughput per number of users executed respectively. It was loaded and executed more than a million of records in each and every database. Following its semi-persistent model, Redis performed better than other databases.