@Irfan syafii- Take a look at the Ambari Metrics to understand some of the core cluster metrics. Current versions of HDP have Grafana Dashboards to give more detail.
- There a number of benchmark options:
https://gist.github.com/ace-subido/0a9b219b2348921f6a87
https://github.com/hortonworks/hive-testbench
TESTDFSIO being a good option to get an understanding of read/write performance (lots of articles on that).
The second link relates to Hive and TPC type benchmarks.
- For more advanced users, there is also SmartSense with HDP, which can make recommendations on performance issues.
Regards,