Before revision:  However , complexity, diversity, frequently changed workloads, and rapid evolution of big data , especially AI systems raise great challenges in benchmarking .
After revision:  However , complexity, diversity, frequently changed workloads, and rapid evolution of big data , especially AI systems raise great challenges .