Analysis of Apache Logs Using Hadoop and Hive

TEM Journal

Aleksandar Velinov¹  Zoran Zdravev¹ 

[1] Goce Delcev University, Faculty of Computer Science, Krste Misirkov 10-A, Stip, Republic of Macedonia;

关键词: Logs;    Hadoop;    Hive;    analysis;   

DOI  :  10.18421/TEM73-22

来源: DOAJ

【 摘 要 】

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.

【 授权许可】

Unknown