Online Resource Allocation

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7 papers in the last four weeks, up 17% on the four weeks before. 0.1% of all new papers.

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  1. Latency-Aware Bid Acceptance under Operational Feasibility: A Public Benchmark with Hindsight Ceilings

    Jul 8, 2026Aswin ChandrasekaranBenchmark DesignVehicle Routing

    Bubba AI

  2. Online Linear Programming for Multi-Objective Routing in LLM Serving

    Jul 4, 2026Zixi Chen, Yinyu Ye, Zijie ZhouLLM ServingLLM Routing

    School of Mathematical Sciences, Peking University · Department of Industrial Engineering and Decision Analytics, HKUST

  3. Metronome: Bound the Cache, Keep the Beat for Real-Time Interaction Model Serving

    Jul 2, 2026Jiaying Meng, Bojie LiLLM ServingKV Caching

    Independent Researcher · Pine AI

  4. Online Resource Allocation with Continuous Random Consumption: Regret under Degeneracy

    Jul 2, 2026Jiawei ZhangRegret MinimizationOnline Resource Allocation

    Stern School of Business New York University

  5. Tight Lower Bounds for the Multi-Secretary Problem via Bellman Certificates

    Jul 2, 2026Jiawei ZhangRegret MinimizationOnline Resource Allocation

    Department of Technologies, Operations, and Statistics Stern School of Business, New York University

  6. Congestion-Based Slot Pricing in a Railway Auction Game

    Jul 2, 2026Bill Roungas, Sebastiaan MeijerMechanism DesignGame-Playing Agents

    Panteion University, Athens, Greece · Institute of Communication and Computer Systems, Athens, Greece · KTH Royal Institute of Technology, Stockholm, Sweden

  7. ROSA: A Robotics Foundation Model Serving System for Robot Factories

    Jul 1, 2026Wenqi Jiang, Jason Clemons, Rowland O'Flaherty +5Multi-Robot SystemsRobot Foundation Models

    NVIDIA Research · Stanford University

  8. Learning to Bid in Discriminatory Auctions with Budget Constraints

    Jun 28, 2026Negin Golrezaei, Sourav SahooGame TheoryAutomated Bidding

    Sloan School of Management, Massachusetts Institute of Technology · Operations Research Center, Massachusetts Institute of Technology

  9. WiSP: A Working-Set View of Mixture-of-Experts Serving on Extremely Low-Resource Hardware

    Jun 20, 2026Jiamu Zhang, Liang Wu, Mayank Darbari +1Expert OffloadingMixture-of-Experts Inference

    Nokia, Sunnyvale, CA 94085, USA

  10. Fair Online Resource Allocation

    Jun 17, 2026Christopher En, Yuri Faenza, Andrea Lodi +1Sequential Decision MakingFair Resource Allocation

    Columbia University, IEOR Department · Cornell Tech · Universidad de Chile

  11. ReasonAlloc: Hierarchical Decoding-Time KV Cache Budget Allocation for Reasoning Models

    Jun 9, 2026Wenhao Liu, Hao Shi, Yunhe Li +7KV CachingMemory-Efficient Optimization

    1Tsinghua University · 2City University of Hong Kong · 3Peking University +2

  12. Trading Utility for Dynamic Fairness in Multiple Resource Division with Sequential Demand

    Jun 9, 2026Kaiqi Jiang, Karim El Husseini, Wenzhe Fan +1Sequential Decision MakingFair Resource Allocation

    Computer Science Dept., University of Illinois Chicago, Chicago, Illinois, USA

  13. HMAF: A Hierarchical Multi-Slot GD-RTB Allocation Framework

    Jun 4, 2026Tianxing Bu, Zhaoqi Zhang, Linyou Cai +7Online AdvertisingOnline Resource Allocation

    Meituan Beijing, China · Nanyang Technological University Singapore · China Agricultural University Beijing, China

  14. Cross-Epoch Adaptive Rollout Optimization for RL Post-Training

    Jun 4, 2026Yiming Zong, Yige Wang, Jiashuo JiangSequential Decision MakingRL for Language Model Reasoning

    Department of Industrial Engineering & Decision Analytics, Hong Kong University of Science and Technology

  15. Autonomic Federated-Market Orchestration for the Edge-Cloud Continuum

    May 26, 2026Lauri Lovén, Roberto Morabito, Abhishek Kumar +3Multi-Agent OrchestrationOnline Resource Allocation

    Future Computing Group, University of Oulu, Finland · EURECOM, France · University of Jyväskylä, Finland +2

  16. When Does Deep RL Beat Calibrated Baselines? A Benchmark Study on Adaptive Resource Control

    May 26, 2026Guilin Zhang, Chuanyi Sun, Kai Zhao +3RL ControlRL Benchmarks

    The George Washington University, Washington, DC, USA

  17. STARIXNet: Multivariate and Multi-attribute Deep Learning Approach to Real-Time Resource Allocation in Cloud Platforms

    May 25, 2026Ahmed Abdulaal, Maruf Aytekin, Thilaga kumaran Srinivasan +1Multivariate Time Series ForecastingCloud Computing

    Walmart Global Tech Sunnyvale, California, USA

  18. Optimal and Order-optimal Gated Priority-based Greedy Policies for Two-layer Multi-item Order Fulfillment

    May 25, 2026Xi Chen, Yuze Chen, Ziyi Chen +1Inventory ControlCompetitive Analysis

    Leonard N. Stern School of Business, New York University, New York, NY 10012, USA · Qiuzhen College, Tsinghua University, Beijing 100084, China · Yau Mathematical Sciences Center & Department of Mathematical Sciences, Tsinghua University, Beijing 100084, China

  19. Online Allocation with Unknown Shared Supply

    May 8, 2026Tzeh Yuan Neoh, Davin Choo, Mengchu Yue +1Inventory ControlSequential Decision Making

    Harvard University

  20. On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows

    May 7, 2026Xinglin Wang, Zishen Liu, Shaoxiong Feng +9Stochastic OptimizationCost-Aware Inference

    School of Computer Science, Beijing Institute of Technology · Xiaohongshu Inc

  21. One Pool, Two Caches: Adaptive HBM Partitioning for Accelerating Generative Recommender Serving

    May 6, 2026Wenjun Yu, Shuguang Han, Amelie Chi ZhouLLM Inference EfficiencyGPU Acceleration

    Hong Kong Baptist University · Hong Kong, China · Alibaba Inc +1

  22. Coral: Cost-Efficient Multi-LLM Serving over Heterogeneous Cloud GPUs

    May 5, 2026Yixuan Mei, Zikun Li, Zixuan Chen +5LLM ServingCost-Aware Inference

    Carnegie Mellon University · Peking University

  23. Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making

    Apr 28, 2026Abhirami PillaiMulti-Armed BanditsCausal Effect Estimation

    utdallas

  24. Extreme bandits

    Apr 27, 2026Alexandra Carpentier, Michal ValkoMulti-Armed BanditsExploration-Exploitation Tradeoff

    Statistical Laboratory, CMS University of Cambridge, UK · SequeL team INRIA Lille - Nord Europe, France

  25. SMaRT: Online Reusable Resource Assignment and an Application to Mediation in the Kenyan Judiciary

    Feb 20, 2026Shafkat Farabi, Didac Marti Pinto, Wei Lu +4Sequential Decision MakingOnline Resource Allocation

    Virginia Tech · University College London · The World Bank

  26. Online Generalized-Mean Welfare Maximization: Achieving Near-Optimal Regret from Samples

    Feb 11, 2026Zongjun Yang, Rachitesh Kumar, Christian KroerFair Resource AllocationOnline Resource Allocation

    Columbia University · Carnegie Mellon University

  27. AEGIS: Runtime-Guided GPU Collocation for Multi-Tenant Deep Learning Training

    Aug 26, 2025Ehsan Yousefzadeh-Asl-Miandoab, Büşra Karatay Demiray, Florina M. Ciorba +2Real-Time SchedulingOnline Resource Allocation

    IT University of Copenhagen Denmark · University of Basel Switzerland

  28. Efficiency, Feasibility, and Incentive-Awareness in Constrained Online Resource Allocation

    Jul 13, 2025Yan Dai, Negin Golrezaei, Patrick JailletPrimal-Dual OptimizationOnline Convex Optimization

    Operations Research Center, MIT. · Sloan School of Management, MIT. · Department of EECS, MIT.

  29. Allocation Stability and Wald Inference under Variance-Aware UCB

    Dec 12, 2024Yingying Fan, Yuxuan Han, Jinchi Lv +2Multi-Armed BanditsUCB Algorithms

    Data Sciences and Operations Department University of Southern California Los Angeles, CA 90089, USA · Stern School of Business, New York University, New York, NY 10003, USA

  30. Infrequent Resolving Algorithm for Online Linear Programming

    Aug 1, 2024Guokai Li, Zizhuo Wang, Jingwei ZhangSequential Decision MakingRegret Minimization

    School of Data Science, The Chinese University of Hong Kong, Shenzhen, Guangdong, 518172, P.R. China