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相关论文: Resource-Aware Cost-Sharing Mechanisms with Priors

200 篇论文

In this paper, we consider the general scenario of resource sharing in a decentralized system when the resource rewards/qualities are time-varying and unknown to the users, and using the same resource by multiple users leads to reduced…

机器学习 · 计算机科学 2012-10-23 Cem Tekin , Mingyan Liu

This paper studies queueing problems with an endogenous number of machines with and without an initial queue, the novelty being that coalitions not only choose how to queue, but also on how many machines. For a given problem, agents can…

理论经济学 · 经济学 2022-12-01 Ata Atay , Christian Trudeau

Algorithmic decision-making in high-stakes settings can have profound impacts on individuals and populations. While much prior work studies fairness in static settings, recent results show that enforcing static fairness constraints may…

人工智能 · 计算机科学 2026-05-08 Shahin Jabbari , Chen Wang

We introduce the problem of assigning resources to improve their utilization. The motivation comes from settings where agents have uncertainty about their own values for using a resource, and where it is in the interest of a group that…

计算机科学与博弈论 · 计算机科学 2018-11-02 Hongyao Ma , Reshef Meir , David C. Parkes , James Zou

Renewable resources are starting to constitute a growing portion of the total generation mix of the power system. A key difference between renewables and traditional generators is that many renewable resources are managed by individuals,…

最优化与控制 · 数学 2019-10-07 Pan Li , Shreyas Sekar , Baosen Zhang

As the number of resources on chip multiprocessors (CMPs) increases, the complexity of how to best allocate these resources increases drastically. Because the higher number of applications makes the interaction and impacts of various memory…

分布式、并行与集群计算 · 计算机科学 2018-07-20 Farshid Farhat , Diman Zad Tootaghaj

Consider the many shared resource scheduling problem where jobs have to be scheduled on identical parallel machines with the goal of minimizing the makespan. However, each job needs exactly one additional shared resource in order to be…

数据结构与算法 · 计算机科学 2022-10-05 Max A. Deppert , Klaus Jansen , Marten Maack , Simon Pukrop , Malin Rau

In congestion games, users make myopic routing decisions to jam each other, and the social planner with the full information designs mechanisms on information or payment side to regulate. However, it is difficult to obtain time-varying…

计算机科学与博弈论 · 计算机科学 2023-02-14 Hongbo Li , Lingjie Duan

We consider the min-cost multicast problem (under network coding) with multiple correlated sources where each terminal wants to losslessly reconstruct all the sources. We study the inefficiency brought forth by the selfish behavior of the…

计算机科学与博弈论 · 计算机科学 2009-03-01 Aditya Ramamoorthy , Vwani Roychowdhury , Sudhir Kumar Singh

We study mechanism design for combinatorial cost sharing. Imagine that multiple items or services are available to be shared among a set of interested agents. The outcome of a mechanism in this setting consists of an assignment, determining…

计算机科学与博弈论 · 计算机科学 2019-10-16 Georgios Birmpas , Evangelos Markakis , Guido Schäfer

We study a resource allocation problem over time, where a finite (random) resource needs to be distributed among a set of users at each time instant. Shortfalls in the resource allocated result in user dissatisfaction, which we model as an…

最优化与控制 · 数学 2023-12-05 Akhil Bhimaraju , Avhishek Chatterjee , Lav R. Varshney

Despite the emphases on computability issues in research of algorithmic game theory, the limited computational capacity of players have received far less attention. This work examines how different levels of players' computational ability…

计算机科学与博弈论 · 计算机科学 2020-09-10 Cong Chen , Yinfeng Xu

We study the efficiency of mechanisms for allocating a divisible resource. Given scalar signals submitted by all users, such a mechanism decides the fraction of the resource that each user will receive and a payment that will be collected…

计算机科学与博弈论 · 计算机科学 2020-02-21 Ioannis Caragiannis , Alexandros A. Voudouris

We study mechanism design for nonexcludable and excludable binary public project problems. We aim to maximize the expected number of consumers and the expected social welfare. For the nonexcludable public project model, we identify a…

计算机科学与博弈论 · 计算机科学 2020-02-27 Guanhua Wang , Runqi Guo , Yuko Sakurai , Ali Babar , Mingyu Guo

Today mobile users learn and share their traffic observations via crowdsourcing platforms (e.g., Waze). Yet such platforms simply cater to selfish users' myopic interests to recommend the shortest path, and do not encourage enough users to…

计算机科学与博弈论 · 计算机科学 2024-11-19 Hongbo Li , Lingjie Duan

We study the trade-off between the Price of Anarchy (PoA) and the Price of Stability (PoS) in mechanism design, in the prototypical problem of unrelated machine scheduling. We give bounds on the space of feasible mechanisms with respect to…

计算机科学与博弈论 · 计算机科学 2021-02-25 Aris Filos-Ratsikas , Yiannis Giannakopoulos , Philip Lazos

We consider the problem of designing network cost-sharing protocols with good equilibria under uncertainty. The underlying game is a multicast game in a rooted undirected graph with nonnegative edge costs. A set of k terminal vertices or…

计算机科学与博弈论 · 计算机科学 2015-07-27 George Christodoulou , Alkmini Sgouritsa

We consider a fundamental game theoretic problem concerning selfish users contributing packets to an M/M/1 queue. In this game, each user controls its own input rate so as to optimize a desired tradeoff between throughput and delay. We…

计算机科学与博弈论 · 计算机科学 2016-11-17 Yi Gai , Hua Liu , Bhaskar Krishnamachari

This article presents advances in resource allocation (RA) for downlink non-orthogonal multiple access (NOMA) systems, focusing on user pairing (UP) and power allocation (PA) algorithms. The former pairs the users to obtain the high…

信息论 · 计算机科学 2018-01-04 S. M. Riazul Islam , Ming Zeng , Octavia A. Dobre , Kyung-Sup Kwak

This paper investigates design of noncooperative games from an optimization and control theoretic perspective. Pricing mechanisms are used as a design tool to ensure that the Nash equilibrium of a fairly general class of noncooperative…

计算机科学与博弈论 · 计算机科学 2010-07-02 Tansu Alpcan , Lacra Pavel , Nem Stefanovic