Scheduling Using Interactive Optimization Oracles for Constrained Queueing Networks.
Tonghoon SukJinwoo ShinPublished in: Math. Oper. Res. (2017)
Keyphrases
- queueing networks
- scheduling policies
- product form
- concave convex procedure
- buffer allocation
- heavy traffic
- queueing systems
- steady state
- scheduling problem
- optimization algorithm
- multiple objectives
- queue length
- state dependent
- long run
- resource allocation
- machine learning
- optimization problems
- active learning
- arrival rate
- constrained optimization
- lagrange multipliers
- queueing model
- graphical models
- search space
- artificial neural networks