Using imbalance metrics to optimize task clustering in scientific workflow executions
Generalize the runtime imbalance and dependency imbalance problem in task clustering. Propose quantitative imbalance metrics to improve task clustering. Evaluate the imbalance metrics and balanced task clustering methods with five workflows.
task clustering scientific workflows performance analysis scheduling workflow simulation load balancing