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resource allocation

271 papers

Papers

Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization IJCAI 2024 Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference L4DC 2024 Vulcan: Automatic Query Planning for Live ML Analytics NSDI 2024 Welfare Loss in Connected Resource Allocation IJCAI 2024 AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes AAAI 2023 Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023 AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems NeurIPS 2023 Bandits with Knapsacks: Advice on Time-Varying Demands ICML 2023 Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback OSDI 2023 Defcon: Preventing Overload with Graceful Feature Degradation OSDI 2023 Differentially Private Fair Division AAAI 2023 Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023 ExoPlane: An Operating System for On-Rack Switch Resource Augmentation NSDI 2023 Fair and Efficient Allocation of Indivisible Chores with Surplus IJCAI 2023 Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023 Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023 Full Scaling Automation for Sustainable Development of Green Data Centers IJCAI 2023 GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023 Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation ICML 2023 Interactive Learning with Pricing for Optimal and Stable Allocations in Markets AISTATS 2023 Karma: Resource Allocation for Dynamic Demands OSDI 2023 Kerveros: Efficient and Scalable Cloud Admission Control OSDI 2023 Learning and Planning under Uncertainty for Conservation Decisions AAAI 2023 Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023 Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations AAAI 2023