An Equity-Based Incentive Mechanism for Decentralized Virtual World Content Storage

Virtual worlds have become the arena for many entertainment, social, and business activities and provided a platform for user content generation. To protect user innovation, persistency is an important property. Unfortunately, existing virtual worlds, owned by some entities, are not immune from death due to entity failure. To provide a persistent virtual world, a decentralized architecture is explored, which is constructed on user contributed devices. However, there are many challenges to realize a decentralized virtual world. One important issue is user cooperation in reliable content storage. The devices contributed by users may not be reliable for maintaining all user contents, but users do not have the incentive to provide reliable devices for others. This paper addresses the issue by two steps. First, an indicator is provided to users, called replica group reliability which is based on the proposed replicability index. Based on the indicator, users can learn the reliability of their content storage. Then, a new user incentive mechanism, called equity-based node allocation strategy, is proposed to promote user cooperation to collectively maintain reliable content storage. A decentralized algorithm implementing the strategy is designed and the evaluation results show its effectiveness and efficiency.

[1]  G. Marwell,et al.  Withdrawal and reward reallocation as responses to inequity , 1972 .

[2]  John David N. Dionisio,et al.  3D Virtual worlds and the metaverse: Current status and future possibilities , 2013, CSUR.

[3]  I. Lane,et al.  Equity as a mediator of the effect of reward level on behavior in the Prisoner's Dilemma game. , 1973 .

[4]  Luke Tredinnick Virtual realities in the business world , 2018 .

[5]  Yves Roudier,et al.  Securing P2P Storage with a Self-organizing Payment Scheme , 2010, DPM/SETOP.

[6]  Daniel M. Johnson,et al.  Design and evaluation of virtual environments mechanisms to support remote collaboration on complex process diagrams , 2017, Inf. Syst..

[7]  Adams Js Towards an understanding of inequity , 1963 .

[8]  T. Radinsky Equity and inequity as a source of reward and punishment , 1969 .

[9]  Michael Burrows,et al.  A Cooperative Internet Backup Scheme , 2003, USENIX Annual Technical Conference, General Track.

[10]  Weidong Liu,et al.  Enhancing tit-for-tat for incentive in BitTorrent networks , 2010, Peer-to-Peer Netw. Appl..

[11]  Jingzhi Guo,et al.  Cost optimization in persistent virtual world design , 2018, Inf. Technol. Manag..

[12]  E. Walster,et al.  REACTIONS TO CONFIRMATIONS AND DISCONFIRMATIONS OF EXPECTANCIES OF EQUITY AND INEQUITY , 1974 .

[13]  G. Hardin The Tragedy of the Commons , 2009 .

[14]  Jon Crowcroft,et al.  A survey and comparison of peer-to-peer overlay network schemes , 2005, IEEE Communications Surveys & Tutorials.

[15]  Donald Ervin Knuth,et al.  The Art of Computer Programming , 1968 .

[16]  Rahul Telang,et al.  The Economics of Peer-to-Peer Networks , 2003 .

[17]  Eytan Adar,et al.  Free Riding on Gnutella , 2000, First Monday.

[18]  J. S. Adams,et al.  Inequity In Social Exchange , 1965 .

[19]  Gregor Schiele,et al.  Bootstrapping in Peer-to-Peer Systems , 2008, 2008 14th IEEE International Conference on Parallel and Distributed Systems.

[20]  Emin Gün Sirer,et al.  KARMA : A Secure Economic Framework for Peer-to-Peer Resource Sharing , 2003 .

[21]  Nouha Oualha Peer-to-Peer Storage: Security and Protocols , 2010 .

[22]  M. Leenders,et al.  Ownership in the virtual world and the implications for long-term user innovation success , 2018, Technovation.

[23]  Haiying Shen,et al.  Refining Reputation to Truly Select High-QoS Servers in Peer-to-Peer Networks , 2013, IEEE Trans. Parallel Distributed Syst..

[24]  A. W. Wicker,et al.  Perceived fairness and pleasantness of social exchange situations: two factorial studies of inequity. , 1970, Journal of personality and social psychology.