This pattern of testing is to process a vast amount of data extremely resources intensive. That is why testing of the architectural is vital for the success of any Project on Big Data. A faulty planned system will lead to degradation of the performance, and the whole system might not meet the desired expectations of the organization. At least, failover and performance test services need proper performance in any Hadoop environment.