13 citations · 18 across the 9 of their papers we have counts for
9 papers
Minimizing Age of Processed Information in Wireless Networks
Chanikarn Nikunram, Wasin Meesena, Stephen John Turner +1
The freshness of real-time status processing of time-sensitive information is crucial for several applications, including healthcare monitoring and autonomous vehicles. This freshn…
Optimal Stochastic Resource Allocation for Distributed Quantum Computing
Napat Ngoenriang, Minrui Xu, Sucha Supittayapornpong +4
With the advent of interconnected quantum computers, i.e., distributed quantum computing (DQC), multiple quantum computers can now collaborate via quantum networks to perform massi…
Coded TeraSort
Songze Li, Sucha Supittayapornpong, Mohammad Ali Maddah-Ali +1
We focus on sorting, which is the building block of many machine learning algorithms, and propose a novel distributed sorting algorithm, named Coded TeraSort, which substantially i…
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…
Staggered Time Average Algorithm for Stochastic Non-smooth Optimization with O(1/T) Convergence
Sucha Supittayapornpong, Michael J. Neely
Stochastic non-smooth convex optimization constitutes a class of problems in machine learning and operations research. This paper considers minimization of a non-smooth function ba…
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…
Quality of Information Maximization for Wireless Networks via a Fully Separable Quadratic Policy
Sucha Supittayapornpong, Michael J. Neely
An information collection problem in a wireless network with random events is considered. Wireless devices report on each event using one of multiple reporting formats. Each format…