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Mechanism Design for Task Procurement with Flexible Quality of Service

Gerding, Enrico, Larson, Kate, Rogers, Alex and Jennings, Nick (2009) Mechanism Design for Task Procurement with Flexible Quality of Service In, Kowalczyk, R., Vo, Q.B., Maamar, Z. and Huhns, M. (eds.) Lecture Notes in Computer Science Volume 5907. Springer pp. 12-23.

Record type: Book Section

Abstract

In this paper, we consider the problem where an agent wishes to complete a single computational task, but lacks the required resources. Instead, it must contract self-interested service providers, who are able to flexibly manipulate the quality of service they deliver, in order to maximise their own utility. We extend an existing model to allow for multiple such service providers to be contracted for the same task, and derive optimal task procurement mechanisms in the setting where the agent has full knowledge of the cost functions of these service providers (considering both simultaneous and sequential procurement). We then extend these results to the incomplete information setting where the agent must elicit cost information from the service providers, and we characterise a family of incentive-compatible and individually-rational mechanisms. We show empirically that sequential procurement always generates greater utility for the agent compared to simultaneous procurement, and that over a range of settings, contracting multiple providers is preferable to contracting just one.

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More information

Published date: 2009
Additional Information: Chapter: 1
Organisations: Agents, Interactions & Complexity

Identifiers

Local EPrints ID: 271160
URI: http://eprints.soton.ac.uk/id/eprint/271160
ISBN: 978-3-642-10738-2
PURE UUID: ece1b5a5-6b32-4fd3-a372-17ea51b0139d

Catalogue record

Date deposited: 25 May 2010 16:30
Last modified: 18 Jul 2017 06:46

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Contributors

Author: Enrico Gerding
Author: Kate Larson
Author: Alex Rogers
Author: Nick Jennings
Editor: R. Kowalczyk
Editor: Q.B. Vo
Editor: Z. Maamar
Editor: M. Huhns

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