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. ALOJA2. TPS - DS 2.4.03. YCSB4. Grid Mix5. HiBench6. CALDA
What would be the right/standard tool to use for my case?
Please share your experience / thoughts .