Analysis of Apache Logs Using Hadoop and Hive
Analysis of Apache Logs Using Hadoop and Hive
Author(s): Aleksandar Velinov, Zoran ZdravevSubject(s): ICT Information and Communications Technologies
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: Logs; Hadoop; Hive; analysis
Summary/Abstract: In this paper we consider an analysis of Apache web logs using Cloudera Hadoop distribution and Hive for querying the data in the web logs. We used public available web logs from NASA Kennedy Space Center server. HDFS (Hadoop distributed file system) was used as a logs container. The apache web logs were copied to the HDFS from the local file system. We made an analysis for the total number of hits, unique IPs, the most common hosts that made request to the NASA server in Florida, the most common types of errors. We also examined the ratio between the number of rows in the logs and the time of execution.
Journal: TEM Journal
- Issue Year: 7/2018
- Issue No: 3
- Page Range: 645-650
- Page Count: 6
- Language: English