AutoPath: Harnessing parallel execution paths for efficient resource allocation in multi-stage big data frameworks

Keyphrases

• Efficient Use of Resources 100%
• Computing Resources 100%
• Execution Path 100%
• Parallel Execution 100%
• Workload Demands 100%
• Scheduler 100%
• Big Data Framework 100%
• Makespan 100%
• Distributed Framework 50%
• Resource Utilization 50%
• Multiple Parallel 50%
• Scheduling Policy 50%
• Data Operations 50%
• Scheduling Algorithm 50%
• Tightly Coupled 50%
• Parallel Pathways 50%
• Workload Characteristics 50%
• In-memory Cache 50%
• Hadoop 50%
• Data-intensive Computing 50%
• Data Scalability 50%
• Finish Time 50%
• Scheduling Scheme 50%
• Resource Base 50%
• Guaranteed Upper Bound 50%
• Stage Order 50%

Computer Science

• Resource Allocation 100%