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Benchmarking Suite for Hadoop

Benchmarking Suite for Hadoop

Visitor

Hi,

I was researching on developing a Benchmarking Suite for a on-prem Hadoop Cluster for my organization.

My requirements would be -

1.The tool should be open source / free.
2. I should be able to execute my own applications (mainly in Hive,Impala,HBase,Cassandra).

Other than the standard Hadoop Benchmarks for HDFS and MapReduce, I found the below tools quite intersting -

1. ALOJA
2. TPS - DS 2.4.0
3. YCSB
4. Grid Mix
5. HiBench
6. CALDA


What would be the right/standard tool to use for my case?

Please share your experience / thoughts .

Regards,
Arun