4 papers
Throughput-Optimal Load Balancing for Intra Datacenter Networks
Sucha Supittayapornpong, Michael J. Neely
Traffic load-balancing in datacenters alleviates hot spots and improves network utilization. In this paper, a stable in-network load-balancing algorithm is developed in the setting…
Time-Average Optimization with Non-Convex Decision Set and Its Convergence
Sucha Supittayapornpong, Longbo Huang, Michael J. Neely
This paper considers time-average optimization, where a decision vector is chosen every time step within a (possibly non-convex) set, and the goal is to minimize a convex function…
Time-Average Stochastic Optimization with Non-convex Decision Set and its Convergence
Sucha Supittayapornpong, Michael J. Neely
This paper considers time-average stochastic optimization, where a time average decision vector, an average of decision vectors chosen in every time step from a time-varying (possi…
Achieving Utility-Delay-Reliability Tradeoff in Stochastic Network Optimization with Finite Buffers
Sucha Supittayapornpong, Michael J. Neely
One practical open problem is the development of a distributed algorithm that achieves near-optimal utility using only a finite (and small) buffer size for queues in a stochastic n…