Efficiency analysis of load balancing games with and without activation costs
نویسندگان
چکیده
In this paper, we study two models of resource allocation games: the classical load balancing game and its new variant involving resource activation costs. The resources we consider are identical and the social costs of the games are utilitarian, which are the average of all individual players’ costs. Using the social costs we assess the quality of pure Nash equilibria in terms of the price of anarchy (PoA) and the price of stability (PoS). For each game problem, we identify suitable problem parameters and provide a parametric bound on the PoA and the PoS. In the case of the load balancing game, the parametric bounds we provide are sharp and asymptotically tight.
منابع مشابه
Online Distribution and Load Balancing Optimization Using the Robin Hood and Johnson Hybrid Algorithm
Proper planning of assembly lines is one of the production managers’ concerns at the tactical level so that it would be possible to use the machine capacity, reduce operating costs and deliver customer orders on time. The lack of an efficient method in balancing assembly line can create threatening problems for manufacturing organizations. The use of assembly line balancing methods cannot balan...
متن کاملPareto Efficiency and Approximate Pareto Efficiency in Routing and Load Balancing Games
We analyze the Pareto efficiency, or inefficiency, of solutions to routing games and load balancing games, focusing on Nash equilibria and greedy solutions to these games. For some settings, we show that the solutions are necessarily Pareto optimal. When this is not the case, we provide a measure to quantify the distance of the solution from Pareto efficiency. Using this measure, we provide upp...
متن کاملOn the Impact of Singleton Strategies in Congestion Games
To what extent the structure of the players’ strategic space influences the efficiency of decentralized solutions in congestion games? In this work, we investigate whether better performance are possible when restricting to load balancing games in which players can only choose among single resources. We consider three different solutions concepts, namely, approximate pure Nash equilibria, appro...
متن کاملLoad Balancing Approaches for Web Servers: A Survey of Recent Trends
Numerous works has been done for load balancing of web servers in grid environment. Reason behinds popularity of grid environment is to allow accessing distributed resources which are located at remote locations. For effective utilization, load must be balanced among all resources. Importance of load balancing is discussed by distinguishing the system between without load balancing and with loa...
متن کاملInstructor: Chandra Chekuri Scribe: Omid Fatemieh Contents
In a game (N, 〈Si〉, 〈ui〉) players are interested in maximizing ui. In this section we consider games where players incur costs, and hence their goal is to minimize costs. These games are represented as (N, 〈Si〉, 〈ci〉) where ci is the cost function of player i. Recall that we defined a potential function to prove that a load balancing game had a pure Nash equilibrium. In this section we define a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- J. Scheduling
دوره 15 شماره
صفحات -
تاریخ انتشار 2012