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Internet service providers (ISPs) depend on one another to provide global network services. In the current Internet, autonomous ISPs implement bilateral settlements, with each ISP establishing contracts that suit its own local objective to maximize its profit. However, the profit-seeking nature of the ISPs leads to selfish behaviors that result in inefficiencies and disputes in the network. This book studies the use of the Shapley value as a profit mechanism for ISPs to reach settlements. Theoretically, we show that if the Shapley profit-distribution is enforced at a global level, then ISPs'…mehr

Produktbeschreibung
Internet service providers (ISPs) depend on one another to provide global network services. In the current Internet, autonomous ISPs implement bilateral settlements, with each ISP establishing contracts that suit its own local objective to maximize its profit. However, the profit-seeking nature of the ISPs leads to selfish behaviors that result in inefficiencies and disputes in the network. This book studies the use of the Shapley value as a profit mechanism for ISPs to reach settlements. Theoretically, we show that if the Shapley profit-distribution is enforced at a global level, then ISPs' selfish interconnecting and routing strategies will converge to a Nash equilibrium, at which these individual strategies maximize the aggregate network profit and encourage ISP connectivity so as to limit Internet balkanization. Practically, we derive the implications on the appropriate bilateral settlements between ISPs and the pricing structures for differentiated services. We conclude thatthe Shapley framework provides an ideal guideline and/or benchmark for solving disputes between ISPs and for building regulatory protocols for the Internet industry.
Autorenporträt
Richard T. B. Ma received the Ph.D. degree from Columbia University in New York. He is currently a Research Scientist in Advanced Digital Science Center, University of Illinois at Urbana-Champaign and an Assistant Professor in School of Computing, National University of Singapore. His research includes distributed systems and network economics.