Konstantina Mellou

Most-cited papers

Large Language Models for Supply Chain Optimization
Beibin Li, Konstantina Mellou, Bo-Wen Zhang, Jeevan Pathuri +1 more
2023arXiv.org117 citations Open access
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Online Virtual Machine Allocation with Lifetime and Load Predictions
Niv Buchbinder, Yaron Fairstein, Konstantina Mellou, I. Menache +1 more
2021Measurement and Modeling of Computer Systems29 citations
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Large Language Models for Supply Chain Decisions
David Simchi-Levi, Konstantina Mellou, I. Menache, Jeevan Pathuri
2025Social Science Research Network26 citations Open access
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Online Scheduling for LLM Inference with KV Cache Constraints
Patrick Jaillet, Jiashuo Jiang, Konstantina Mellou, Marco Molinaro +2 more
2025arXiv.org24 citations
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Dynamic Resource Redistribution and Demand Estimation: An Application to Bike Sharing Systems
Konstantina Mellou, Patrick Jaillet
2019Social Science Research Network19 citations Open access
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OptiMind: Teaching LLMs to Think Like Optimization Experts
Ze-Yi Chen, Xin-Zhi Zhang, Humishka Zope, Hugo Barbalho +5 more
2025arXiv.org16 citations
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OM Forum - Supply Chain Management in the AI Era: A Vision Statement from the Operations Management Community
Maxime C. Cohen, Ting-Long Dai, Georgia Perakis, Narendra Agrawal +38 more
2026Manufacturing & Service Operations Management14 citations Open access
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Kerveros: Efficient and Scalable Cloud Admission Control
Sultan Mahmud Sajal, Luke Marshall, Bei-Bin Li, Shandan Zhou +7 more
2023USENIX Symposium on Operating Systems Design and Implementation10 citations
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Online Rack Placement in Large-Scale Data Centers: Online Sampling Optimization and Deployment
Saumil Baxi, Kayla S. Cummings, Alexandre Jacquillat, Sean Lo +4 more
2026Operational Research4 citations Open access
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Online Virtual Machine Allocation with Predictions
Niv Buchbinder, Yaron Fairstein, Konstantina Mellou, I. Menache +1 more
2020arXiv.org4 citations
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Efficient Cloud Server Deployment Under Demand Uncertainty
Rui-Peng Liu, Konstantina Mellou, Evelyn Xiao-Yue Gong, Bei Li +4 more
2025Manufacturing & Service Operations Management3 citations Open access
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Online Rack Placement in Large-Scale Data Centers
Saumil Baxi, Kayla S. Cummings, Alexandre Jacquillat, Sean Lo +4 more
2025arXiv.org3 citations
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The Power of Migrations in Dynamic Bin Packing
Konstantina Mellou, Marco Molinaro, R. Zhou
2024Proceedings of the ACM on Measurement and Analysis of Computing Systems3 citations Open access
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Online Demand Scheduling with Failovers
Konstantina Mellou, M. Molinaro, Rudy Zhou
2022International Colloquium on Automata, Languages and Programming2 citations Open access
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Optimizing Onsite Food Services at Scale
Konstantina Mellou, Luke Marshall, K. Chintalapudi, Patrick Jaillet +1 more
2020SIGSPATIAL/GIS2 citations Open access
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The Power of Migrations in Dynamic Bin Packing
Konstantina Mellou, Marco Molinaro, R. Zhou
2025Measurement and Modeling of Computer Systems1 citations Open access
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HeurEvo: Agentic Evolution of Hybrid Solver-Augmented Heuristics for Time-Critical Mathematical Optimization
Fei-Jie Wu, Hugo Barbalho, Konstantina Mellou, Marco Molinaro +4 more
20260 citations
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TACIT: Optimization Models that Learn from Their Mistakes
Maxime Bouscary, Marco Molinaro, Si-Rui Li, Saurabh Amin +2 more
20260 citations
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Efficient Cloud Server Deployment Under Demand Uncertainty
Rui-Peng Liu, Konstantina Mellou, Xiao-Yue Gong, Bei-Bin Li +4 more
2023Social Science Research Network0 citations Open access
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Resource scheduling and optimization in dynamic and complex transportation settings
Konstantina Mellou
20190 citations
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This paper is included in the Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation.
Sultan Mahmud Sajal, Luke Marshall, Bei Li, Shan-Dan Zhou +9 more
0 citations
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