Online matching: A brief survey

Z Huang, ZG Tang, D Wajc - ACM SIGecom Exchanges, 2024 - dl.acm.org
Matching, capturing allocation of items to unit-demand buyers, or tasks to workers, or pairs of
collaborators, is a central problem in economics. Indeed, the growing prevalence of …

POTA: Privacy-preserving online multi-task assignment with path planning

C Zhang, X Luo, J Liang, X Liu, L Zhu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Privacy-preserving online multi-task assignment is a crucial aspect of spatial crowdsensing
on untrusted platforms, where multiple real-time tasks are allocated to appropriate workers …

Online stochastic max-weight matching: Prophet inequality for vertex and edge arrival models

T Ezra, M Feldman, N Gravin, ZG Tang - … of the 21st ACM Conference on …, 2020 - dl.acm.org
We provide prophet inequality algorithms for online weighted matching in general (non-
bipartite) graphs, under two well-studied arrival models, namely edge arrival and vertex …

Edge-weighted online bipartite matching

M Fahrbach, Z Huang, R Tao, M Zadimoghaddam - Journal of the ACM, 2022 - dl.acm.org
Online bipartite matching is one of the most fundamental problems in the online algorithms
literature. Karp, Vazirani, and Vazirani (STOC 1990) gave an elegant algorithm for …

Edge weighted online windowed matching

I Ashlagi, M Burq, C Dutta, P Jaillet, A Saberi… - Proceedings of the …, 2019 - dl.acm.org
Motivated by applications from ride-sharing and kidney exchange, we study the problem of
matching agents who arrive at a marketplace over time and leave after d time periods …

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 …

Online matching with general arrivals

B Gamlath, M Kapralov, A Maggiori… - 2019 IEEE 60th …, 2019 - ieeexplore.ieee.org
The online matching problem was introduced by Karp, Vazirani and Vazirani nearly three
decades ago. In that seminal work, they studied this problem in bipartite graphs with vertices …

Fully Dynamic Matching:-Approximation in Polylog Update Time

A Azarmehr, S Behnezhad, M Roghani - Proceedings of the 2024 Annual ACM …, 2024 - SIAM
We study maximum matchings in fully dynamic graphs, which are graphs that undergo both
edge insertions and deletions. Our focus is on algorithms that estimate the size of maximum …

Space lower bounds for approximating maximum matching in the edge arrival model

M Kapralov - Proceedings of the 2021 ACM-SIAM Symposium on …, 2021 - SIAM
The bipartite matching problem in the online and streaming settings has received a lot of
attention recently. The classical vertex arrival setting, for which the celebrated Karp, Vazirani …

Prophet inequality for bipartite matching: Merits of being simple and non adaptive

N Gravin, H Wang - Proceedings of the 2019 ACM Conference on …, 2019 - dl.acm.org
We consider Bayesian online selection problem of a matching in bipartite graphs, ie, online
weighted matching problem with edge arrivals where online algorithm knows distributions of …