Evaluation results with one-month long real-world traces from production Big Data Analytics cluster at Yahoo! show up to a 42% reduction in the cooling energy costs, a 9x better average response time than thermal-aware job placement techniques which are inherently data-placement agnostic in nature, more uniform thermal-profile, and lower overall temperature in the cluster