The operation of a networked computing system (NCS), such as the Internet, can be viewed as a resource allocation problem and can be analyzed using the techniques of mathematical economics. We define a general NCS and translate that set-up into a model of an economy. The preferences of users are taken as primitives, and servers (providing database services including entertainment and news or computational services) in the network are viewed as productive firms with priority input queues. Each server charges a rental price for its services by priority class. We characterize optimal system allocations and derive formulas for supporting rental prices and priority premiums, such that the aggregated individual user demands do not exceed optimal levels, and waiting-time expectations are correct. We propose and implement a decentralized price adjustment process. Some results from a simulation study are presented and discussed. Profit measures for each server can be used to guide investment decisions.
|Original language||English (US)|
|Number of pages||25|
|Journal||Journal of Organizational Computing and Electronic Commerce|
|State||Published - 1996|
Bibliographical noteFunding Information:
This research was funded in part by National Science Foundation grant IRI-9225010, but does not necessarily reflect the views of the NSF. Partial support was also provided by Hewlett Packard Corporation.
Copyright 2017 Elsevier B.V., All rights reserved.
- Network management
- Priority pricing
- Stochastic equilibrium