动态公平资源划分

Dynamic Fair Resource Division

Mathematics of Operations Research · 2021
被引 6
ABS 3

中文导读

研究用户动态到达和离开时,如何公平共享单一同质资源,并限制新用户加入时受影响的用户数量,给出了公平性与允许干扰数之间的权衡特征及最优算法。

Abstract

A single homogeneous resource needs to be fairly shared between users that dynamically arrive and depart over time. Although good allocations exist for any fixed number of users, implementing these allocations dynamically is impractical: it typically entails adjustments in the allocation of every user in the system whenever a new user arrives. We introduce a dynamic fair resource division problem in which there is a limit on the number of users that can be disrupted when a new user arrives and study the trade-off between fairness and the number of allowed disruptions, using a fairness metric: the fairness ratio. We almost completely characterize this trade-off and give an algorithm for obtaining the optimal fairness for any number of allowed disruptions.

资源分配公平划分动态系统算法设计