Internet Economics of Distributed Systems
DOI:
https://doi.org/10.14738/tnc.26.847Abstract
A macroscopic view of Internet -based distributed computer systems reveals the complexity of the organization and management of the resources and services they provide. The complexity arises from the system size (e.g. number of systems, number of users) and heterogeneity in applications (e.g. online transaction processing, e-commerce, multimedia, decision support, intelligent information search) and resources (CPU, memory, I/O bandwidth, network bandwidth and buffers, etc.). In a large distributed system , the set of systems, users and applications is continuously changing. In this paper we address some of the management issues of providing Quality of Service (QoS), pricing, and efficient allocation of resources (computational resources) in networks and systems facilitated through economic mechanism design.
References
Gupta A ,Stahl DO. An Economic Approach to Networked Computing with Priority Classes. Cambridge, Ma.: MIT Press 1995
Radner R .The Organization of Decentralized Information Processing . Econometrica 1993; 62: 1109-1146.
Mount KR , Reiter S. On Modeling Computing with Human Agents . Center for Math. Studies in Economics and Management Science . Northwestern Univ., Evanston, Ill. 1994 , No.1080
Mount KR ,Reiter S . Computation and Complexity in Economic Behavior and Organization. Cambridge: Cambridge Univ. Press 2002
Van Zandt T. The Scheduling and Organization of Periodic Associative Computation: Efficient Networks . Rev Ec Design 1998; 3: 93-127
Gottinger HW. Strategic Economics in Network Industries. New York: NovaScience 2010
Kleinrock L. Queueing Systems Vol. 2. New York : Wiley 1976
Wolff RW. Stochastic Modeling and the Theory of Queues. Englewood Cliffs, N.J.: Prentice Hall 1989
Macias M, Smith G, Rana O, Guitart J ,Torres J. Enforcing Service Level Agreements using Economically Enhanced Resource Manager. In: 1 ; 109-127
Shenker S , Feigenbaum,J. and M. Schapiro . Distributed Algorithmic Mechanism Design, in N.Nisan,T.Roughgarden,E.Tardos and V.V. Vazirani, eds. , Algorithmic Game Theory, Cambridge: Cambridge Univ. Press 2007
Deng X , Graham FC. Internet and Network Economics. Third International Workshop. WINE 2007, San Diego, Berlin, New York: Springer 2007
Neumann D ,Baker M , Altmann J , Rana OF , eds . Economic Models and Algorithms for Distributed Systems. Basel: Birkhaeuser 2010
Ferguson, D.F., Nikolaou,C. , Sairamesh,J. and Y.Yemini, “Economic Models for Allocating Resesources in Computer Systems”,in S. Clearwater, ed., Market-Based Control: A Paradigm for Distributed Resource Allocation, Singapore: World Scientific, 1995
Scarf H .The Computation of Economic Equilibria. Cowles Commission Monograph.New Haven and London: Yale Univ. Press 1973
Hurwicz L , Reiter S . Designing Economic Mechanisms. PB ed., Cambridge: Cambridge Univ. Press 2006
Williamson SR. Communication in Mechanism Design, A Differential Approach.Cambridge: Cambridge Univ. Press 2008
Hayek FA. The Use of Knowledge in Society. Am Ec Rev 1945; 35:519-530
Narahari Y ,Garg D, Narayanam R , Prakash H . Game Theoretic Problems in Network Economics and Mechanism Design Solutions. London: Springer 2009
Meinel C , Tison S eds. STACS 99, 16 Annual Symposion Theoretical Aspects of Computer Science, Trier, Germany, March ,Berlin: Springer 1999
Nisan N. Algorithms for Selfish Agents, Mechanism Design for Distributed Computation, in 16 Annual Symposion Theoretical Aspects of Computer Science, Trier, Germany, March ,Berlin: Springer 1999Pages. 1-15
Low S , Varaiya P A . New Approach to Service Provisioning in ATM Networks. IEEE Trans. Networking 1993; 1: Nov. 1, 7-14
Gottinger HW . Quality of Services for Queueing Networks of the Internet , iBusiness 2013; 5: Sept. 1-12
Kushida KE, Murray J , Zysman J Diffusing the Fog: Cloud Computing and Implications for Public Policy , Berkeley Roundtable on the International Economy (BRIE),BRIE Working Paper 197, 2011; March 11
Spulber DF , Yoo CS . Networks in Telecommunications, Economics and Law . Cambridge: Cambridge Univ. Press 2009