Dynamic stochastic matching under limited time

A Aouad, Ö Saritaç - Proceedings of the 21st ACM Conference on …, 2020 - dl.acm.org
Motivated by centralized matching markets, we study an online stochastic matching problem
on edge-weighted graphs, where the agents' arrivals and abandonments are stochastic and …

New philosopher inequalities for online bayesian matching, via pivotal sampling

M Braverman, M Derakhshan, T Pollner, A Saberi… - Proceedings of the 2025 …, 2025 - SIAM
We study the polynomial-time approximability of the optimal online stochastic bipartite
matching algorithm, initiated by Papadimitriou et al.(EC'21). Here, nodes on one side of the …

Robust load balancing with machine learned advice

S Ahmadian, H Esfandiari, V Mirrokni, B Peng - Journal of Machine …, 2023 - jmlr.org
Motivated by the exploding growth of web-based services and the importance of efficiently
managing the computational resources of such systems, we introduce and study a …

The value of excess supply in spatial matching markets

M Akbarpour, Y Alimohammadi, S Li… - arxiv preprint arxiv …, 2021 - arxiv.org
We study dynamic matching in a spatial setting. Drivers are distributed at random on some
interval. Riders arrive in some (possibly adversarial) order at randomly drawn points. The …

Service function chaining in mec: A mean-field game and reinforcement learning approach

A Abouaomar, S Cherkaoui, Z Mlika… - IEEE Systems …, 2022 - ieeexplore.ieee.org
Multiaccess edge computing (MEC) and network virtualization technologies are important
enablers for fifth generation networks to deliver diverse services. Services are often provided …

Online minimum cost matching with recourse on the line

N Megow, L Nölke - Approximation, Randomization, and …, 2020 - drops.dagstuhl.de
In online minimum cost matching on the line, n requests appear one by one and have to be
matched immediately and irrevocably to a given set of servers, all on the real line. The goal …

Permutation strikes back: The power of recourse in online metric matching

V Gupta, R Krishnaswamy, S Sandeep - arxiv preprint arxiv:1911.12778, 2019 - arxiv.org
In the classical Online Metric Matching problem, we are given a metric space with $ k $
servers. A collection of clients arrive in an online fashion, and upon arrival, a client should …

The power of greedy for online minimum cost matching on the line

E Balkanski, Y Faenza, N Périvier - … of the 24th ACM Conference on …, 2023 - dl.acm.org
In the online minimum cost matching problem, there are n servers and, at each of n time
steps, a request arrives and must be irrevocably matched to a server that has not yet been …

Online matching in geometric random graphs

F Sentenac, N Noiry, M Lerasle, L Ménard… - arxiv preprint arxiv …, 2023 - arxiv.org
We investigate online maximum cardinality matching, a central problem in ad allocation. In
this problem, users are revealed sequentially, and each new user can be paired with any …

A nearly optimal deterministic algorithm for online transportation problem

T Harada, T Itoh - arxiv preprint arxiv:2406.03778, 2024 - arxiv.org
For the online transportation problem with $ m $ server sites, it has long been known that the
competitive ratio of any deterministic algorithm is at least $2 m-1$. Kalyanasundaram and …