Toward balanced and sustainable job scheduling for production supercomputers
Motivated by practical issues in HEC scheduling: conflicting goals and changing workloads. Proposed novel scheduling strategies to achieve a balanced and sustainable job scheduling. Conducted comprehensive experiments on workloads from multiple supercomputer centers. Detailed result interpretation demonstrated the effectiveness of new methods. Extended by new experiments, more insightful analysis, and clearer presentation.
job scheduling resource management priority balancing adaptive policy tuning workload characteristic