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Axiomatic models of scheduling: fairness and incentive compatibility.

Axiomatic models of scheduling: fairness and incentive compatibility.
调度的公理模型:公平性和激励相容性。
批准号:
0414543
负责人:
Herve Moulin
金额:
$0.0万
依托单位国家:
美国
项目类别:
Continuing grant
财政年份:
2004
资助国家:
美国
项目状态:
已结题
起止时间:
2004-11-01 至 2007-10-31

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中文摘要
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英文摘要
This research project will apply microeconomics, in particular game theory, to the analysis ofqueuing and scheduling protocols. Previous work on this problem has focused on the noncooperative behavior of participants - in particular the decision to join a queueor "balk"-, and the incentives to reveal one's waiting cost. It relies on cashtransfers to align incentives with effciency.The intellectual merit of this project is twofold. Firstly it focuses onfairness and cooperative stability, in particular the ideas of limited liability andthe strategic tranfers of jobs. Secondly it develops a probabilistic model ofscheduling,where cash transfers are ruled out and the server randomly ordersthe different jobs according to their processing times and release dates. It iscontrasted with the more familiar quasi-linear model, where cash transfers arefeasible and disutilities are linear in waiting time until job completion.On the fairness side a first concern is to limit a user's liability to wait, i.e.,to place as tight a cap as possible on his worst case delay, given his own characteristicsand the number of potential other users. The PI will develop a probabilistic model and will analyze different scheduling methods to determine which method best achieves social goals.When the central processor cannot monitor easily the identity of the final consumers ofthe jobs it processes, customers can merge their jobs into a single job, use straw mento split a single job into several small jobs, or transfer parts of their jobs withina coalition. The scheduling methods for which these cooperative maneuversare never profitable will be systematically investigated.Queuing and scheduling are central tothe production of manufactured commodities, to the exploitation of congestedcommons such as road networks and the Internet, and much more. The models that will be developed and analyzed encompass all these examples, and other simple scheduling protocolswith universal applicability. In the internet and many other congestednetworks, cash transfers are not feasible, and randomization is the only way toachieve fairness, typically by serving first a short job with a higher probabilitythan a long job. The simple shortest job first protocol fails to protect short jobsfrom being "starved" by longer jobs. This research provides systematic solutionsto this problem, to the related disruption of job transfers accross users,and to several other normative concerns.1
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会议论文
ICES: Small: Impartial decision making in distributed systems
  • 批准号:
    1101202
  • 项目类别:
    Standard Grant
  • 资助金额:
    $19.97万
  • 财政年份:
    2011
  • 负责人:
    Herve Moulin
  • 依托单位:
U.S-Mexico Workshop: New Trends in Cooperative Game Theory; Guanajuato, Mexico; January 2005
  • 批准号:
    0455189
  • 项目类别:
    Standard Grant
  • 资助金额:
    $1.4万
  • 财政年份:
    2005
  • 负责人:
    Herve Moulin
  • 依托单位:
Voting, Assignment and Matching Under Dichotomous Preferences
  • 批准号:
    0112032
  • 项目类别:
    Standard Grant
  • 资助金额:
    $0.0万
  • 财政年份:
    2001
  • 负责人:
    Herve Moulin
  • 依托单位:
Probabilistic Mechanisms for Cost Sharing, Rationing, and Queuing
  • 批准号:
    0096230
  • 项目类别:
    Continuing grant
  • 资助金额:
    $0.0万
  • 财政年份:
    1999
  • 负责人:
    Herve Moulin
  • 依托单位:
国内基金
海外基金
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
河北南部地区灰霾的来源和形成机制研究
  • 批准号:
    41105105
  • 项目类别:
    青年科学基金项目
  • 资助金额:
    25.0万元
  • 批准年份:
    2011
  • 负责人:
    王丽涛
  • 依托单位:
保险风险模型、投资组合及相关课题研究
  • 批准号:
    10971157
  • 项目类别:
    面上项目
  • 资助金额:
    24.0万元
  • 批准年份:
    2009
  • 负责人:
    胡亦钧
  • 依托单位:
RKTG对ERK信号通路的调控和肿瘤生成的影响