queueing theory

Matching Policy Design for Gig Platforms with “Priority” Features AAAI 2026 Towards Performance Robustness for Microservices NSDI 2026 Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management AAAI 2024 Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction AAAI 2022 Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits NeurIPS 2022 Decentralized Learning in Online Queuing Systems NeurIPS 2021 Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021 Congestion Graphs for Automated Time Predictions AAAI 2019 Pareto Optimal Streaming Unsupervised Classification ICML 2019 Job Selection in a Network of Autonomous UAVs for Delivery of Goods RSS 2017 Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion IJCAI 2017 Regret of Queueing Bandits NeurIPS 2016 Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 2015