conftrace_

resource allocation

251 papers

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Co-occurring keywords

fair division (158) game theory (854) mechanism design (340) online algorithm (445) regret bound (1926) multi-agent system (1819) multi-armed bandit (1098) combinatorial optimization (1039) online learning (1777) cloud computing (59)

Papers

Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods AUTOML 2023
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023
SelfTune: Tuning Cluster Managers NSDI 2023
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics NSDI 2023
Fair and Efficient Allocation of Indivisible Chores with Surplus IJCAI 2023
Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023
Karma: Resource Allocation for Dynamic Demands OSDI 2023
Unlocking unallocated cloud capacity for long, uninterruptible workloads NSDI 2023
Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback OSDI 2023
Defcon: Preventing Overload with Graceful Feature Degradation OSDI 2023
ExoPlane: An Operating System for On-Rack Switch Resource Augmentation NSDI 2023
Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests ICML 2023
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems NIPS 2023
Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning NSDI 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023
Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations AAAI 2023
Interactive Learning with Pricing for Optimal and Stable Allocations in Markets AISTATS 2023
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023
Kerveros: Efficient and Scalable Cloud Admission Control OSDI 2023
Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022
Learning Competitive Equilibria in Exchange Economies with Bandit Feedback AISTATS 2022
HeteroSketch: Coordinating Network-wide Monitoring in Heterogeneous and Dynamic Networks NSDI 2022
Universal and Tight Online Algorithms for Generalized-Mean Welfare AAAI 2022