Authors
Eric Friedman, Ali Ghodsi, Christos-Alexandros Psomas
Publication date
2014/6/1
Book
Proceedings of the fifteenth ACM conference on Economics and computation
Pages
529-546
Description
We present a model for fair strategyproof allocations in a realistic model of cloud computing centers. This model has the standard Leontief preferences but also captures a key property of virtualization, the use of containers to isolate jobs. We first present several impossibility results for deterministic mechanisms in this setting. We then construct an extension of the well known dominant resource fairness mechanism (DRF), which somewhat surprisingly does not involve the notion of a dominant resource. Our mechanism relies on the connection between the DRF mechanism and the Kalai-Smorodinsky bargaining solution; by computing a weighted max-min over the convex hull of the feasible region we can obtain an ex-ante fair, efficient and strategyproof randomized allocation. This randomized mechanism can be used to construct other mechanisms which do not rely on users' being expected (ex-ante) utility maximizers, in …
Total citations
20142015201620172018201920202021202220232024389149432731
Scholar articles
E Friedman, A Ghodsi, CA Psomas - Proceedings of the fifteenth ACM conference on …, 2014