In the case of a failed Hadoop job, what log information is most useful for identifying the root cause?

In the case of a failed Hadoop job, the 'syslog' is the most useful log information for identifying the root cause. It contains system logs, including error messages and diagnostic information, providing insights into the issues that led to the job failure. Analyzing the syslog is essential for effective troubleshooting.