Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB

Keyphrases

• Processing Time 100%
• Service Rate 100%
• Unknown Statistics 100%
• MaxWeight 100%
• Upper Confidence Bound 100%
• Job Type 100%
• Multi-server Systems 100%
• Order of Magnitude 50%
• Performance Bounds 50%
• Non-stationarity 50%
• Wireless Networks 50%
• Machine Learning 50%
• Max-weight Scheduling 50%
• Scheduling Policy 50%
• Crowdsourcing 50%
• Job Scheduling 50%
• Processing Power 50%
• Multiple Servers 50%
• Added Benefit 50%
• Delay Performance 50%
• Service Process 50%
• Multi-server Queueing System 50%

Computer Science

• Processing Time 100%
• Confidence Bound 100%
• Performance Bound 50%
• Scheduling Policy 50%
• Job Scheduling 50%
• Processing Power 50%
• Multiple Server 50%
• Queueing System 50%
• Service Process 50%
• Machine Learning 50%
• Learning System 50%
• Wireless Network 50%