Publications (27)
Age-of-Information in the Presence of Error
Kun Chen, Longbo Huang
Double Quantization for Communication-Efficient Distributed Optimization
Yue Yu, Jiaxiang Wu, Longbo Huang
Fast-Convergent Learning-aided Control in Energy Harvesting Networks
Longbo Huang
Market Share Analysis with Brand Effect
Zhixuan Fang, Longbo Huang
Power-Delay Tradeoff with Predictive Scheduling in Integrated Cellular and Wi-Fi Networks
Haoran Yu, Man Hon Cheung, Longbo Huang +1
Optimal Power Procurement and Demand Response with Quality-of-Usage Guarantees
Longbo Huang, Jean Walrand, Kannan Ramchandran
A Benes Packet Network
Longbo Huang, Jean Walrand
The Multi-shop Ski Rental Problem
Lingqing Ai, Xian Wu, Lingxiao Huang +3
The Value-of-Information in Matching with Queues
Longbo Huang
Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback
Kun Chen, Kechao Cai, Longbo Huang +1
Delay Reduction via Lagrange Multipliers in Stochastic Network Optimization
Longbo Huang, Michael J. Neely
Prices and Subsidies in the Sharing Economy
Zhixuan Fang, Longbo Huang, Adam Wierman
When Queueing Meets Coding: Optimal-Latency Data Retrieving Scheme in Storage Clouds
Shengbo Chen, Yin Sun, Ulas C. Kozat +5
Codes Can Reduce Queueing Delay in Data Centers
Longbo Huang, Sameer Pawar, Hao Zhang +1
Dynamic Product Assembly and Inventory Control for Maximum Profit
Michael J. Neely, Longbo Huang
Fast Stochastic Variance Reduced ADMM for Stochastic Composition Optimization
Yue Yu, Longbo Huang
Optimizing Age-of-Information in a Multi-class Queueing System
Longbo Huang, Eytan Modiano
A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems
Ling Pan, Qingpeng Cai, Zhixuan Fang +2
Multi-level Feedback Web Links Selection Problem: Learning and Optimization
Kechao Cai, Kun Chen, Longbo Huang +1
System Intelligence: Model, Bounds and Algorithms
Longbo Huang
Optimal Demand Response with Energy Storage Management
Longbo Huang, Jean Walrand, Kannan Ramchandran
When Backpressure Meets Predictive Scheduling
Longbo Huang, Shaoquan Zhang, Minghua Chen +1
Max-Weight Achieves the Exact $[O(1/V), O(V)]$ Utility-Delay Tradeoff Under Markov Dynamics
Longbo Huang, Michael J. Neely
Multi-armed Bandits with Compensation
Siwei Wang, Longbo Huang
Utility Optimal Scheduling in Energy Harvesting Networks
Longbo Huang, Michael J. Neely
Loyalty Programs in the Sharing Economy: Optimality and Competition
Zhixuan Fang, Longbo Huang, Adam Wierman
Time-Average Optimization with Non-Convex Decision Set and Its Convergence
Sucha Supittayapornpong, Longbo Huang, Michael J. Neely