A cooperative game based allocation for sharing data center networks
Refereed conference paper presented and published in conference proceedings


Times Cited
Altmetrics Information
.

Other information
AbstractIn current IaaS datacenters, tenants are suffering unfairness since the network bandwidth is shared in a best-effort manner. To achieve predictable network performance for rented virtual machines (VMs), cloud providers should guarantee minimum bandwidth for VMs or allocate the network bandwidth in a fairness fashion at VM-level. At the same time, the network should be efficiently utilized in order to maximize cloud providers' revenue. In this paper, we model the bandwidth sharing problem as a Nash bargaining game, and propose the allocation principles by defining a tunable base bandwidth for each VM. Specifically, we guarantee bandwidth for those VMs with lower network rates than their base bandwidth, while maintaining fairness among other VMs with higher network rates than their base bandwidth. Based on rigorous cooperative game-theoretic approaches, we design a distributed algorithm to achieve efficient and fair bandwidth allocation corresponding to the Nash bargaining solution (NBS). With simulations under typical scenarios, we show that our strategy can meet the two desirable requirements towards predictable performance for tenants as well as high utilization for providers. And by tuning the base bandwidth, our solution can enable cloud providers to flexibly balance the tradeoff between minimum guarantees and fair sharing of datacenter networks. © 2013 IEEE.
All Author(s) ListGuo J., Liu F., Zeng D., Lui J.C.S., Jin H.
Name of Conference32nd IEEE Conference on Computer Communications, IEEE INFOCOM 2013
Start Date of Conference14/04/2013
End Date of Conference19/04/2013
Place of ConferenceTurin
Country/Region of ConferenceItaly
Detailed descriptionorganized by IEEE,\n\nTo ORKTS: INFOCOM is considered a top-tier conference venue by the external visiting committee in the Faculty of Engineering
Year2013
Month9
Day2
Pages2139 - 2147
ISBN9781467359467
ISSN0743-166X
LanguagesEnglish-United Kingdom

Last updated on 2020-28-05 at 00:53