resource allocation

Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022 Gradient and Projection Free Distributed Online Min-Max Resource Optimization L4DC 2022 HeteroSketch: Coordinating Network-wide Monitoring in Heterogeneous and Dynamic Networks NSDI 2022 Learning Competitive Equilibria in Exchange Economies with Bandit Feedback AISTATS 2022 Local Justice and the Algorithmic Allocation of Scarce Societal Resources AAAI 2022 Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters OSDI 2022 Mixed Strategies for Security Games with General Defending Requirements IJCAI 2022 Modular Switch Programming Under Resource Constraints NSDI 2022 Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment IJCAI 2022 NetVRM: Virtual Register Memory for Programmable Networks NSDI 2022 Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming UAI 2022 Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NeurIPS 2022 Non-stationary Bandits with Knapsacks NeurIPS 2022 On Improving Resource Allocations by Sharing AAAI 2022 Online Algorithms for the Santa Claus Problem NeurIPS 2022 Online Task Assignment Problems with Reusable Resources AAAI 2022 ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs OSDI 2022 Pizza Sharing Is PPA-Hard AAAI 2022 Proportional allocation of indivisible resources under ordinal and uncertain preferences. UAI 2022 Ranked Prioritization of Groups in Combinatorial Bandit Allocation IJCAI 2022 Structural Pruning via Latency-Saliency Knapsack NeurIPS 2022 Universal and Tight Online Algorithms for Generalized-Mean Welfare AAAI 2022 VMAgent: A Practical Virtual Machine Scheduling Platform IJCAI 2022 Achieving Envy-freeness and Equitability with Monetary Transfers AAAI 2021