Flexible Load Balancing with Multi-dimensional State-space Collapse: Throughput and Heavy-traffic Delay Optimality.
Xingyu ZhouJian TanNess B. ShroffPublished in: SIGMETRICS Perform. Evaluation Rev. (2018)
Keyphrases
- heavy traffic
- load balancing
- multi dimensional
- state space collapse
- polling systems
- scheduling policies
- resource utilization
- dynamic routing
- fluid model
- queueing networks
- asymptotically optimal
- steady state
- multiclass queueing networks
- long run
- dynamic load balancing
- arrival rate
- queue length
- queueing systems
- distributed systems
- grid computing
- peer to peer
- single server
- round robin
- call center
- mobile agents
- response time
- service systems
- service times
- stochastic model
- multi agent systems
- optimal solution
- web services
- learning algorithm
- graphical models
- queueing model
- state dependent
- resource allocation
- neural network