On a Meta Learning-Based Scheduler for Deep Learning Clusters

Keyphrases

• Learning-based 100%
• Scheduler 100%
• Meta-learning 100%
• Deep Learning Clusters 100%
• Reinforcement Learning 33%
• Closed-loop 16%
• Deep Learning 16%
• Computing Platform 16%
• Resource Scheduling 16%
• Performance Model 16%
• Real System 16%
• Sampling numbers 16%
• Placement Algorithm 16%
• Job Completion Time 16%
• Sampling Efficiency 16%
• Meta-reinforcement Learning 16%
• Deep Learning Training 16%
• Distributed Deep Learning 16%
• Random Exploration 16%
• AI Computing 16%
• Production Clusters 16%
• Sample-Efficient Reinforcement Learning 16%
• Concurrent Jobs 16%

Computer Science

• Deep Learning 100%
• Reinforcement Learning 80%
• Artificial Intelligence 20%
• Computing Platform 20%
• Experimental Result 20%
• Performance Model 20%
• Completion Time 20%
• Placement Algorithm 20%