Title :
Achieving bandwidth guarantees in multi-tenant cloud networks using a dual-hose model
Author :
Meng Shen ; Lixin Gao ; Ke Xu ; Liehuang Zhu
Author_Institution :
Sch. of Comput. Sci., Beijing Inst. of Technol., Beijing, China
Abstract :
In public cloud networks, applications of different tenants compete for the shared network bandwidth and thus might suffer from unpredictable performance. It is desirable for cloud providers to offer tenants with bandwidth guarantees. However, it is challenging to precisely abstract tenant bandwidth requirements for their intra- and inter-tenant communications and to achieve work conservation simultaneously. In this paper, we first propose a dual-hose model, a novel tenant requirement abstraction that decouples bandwidth guarantees for a tenant´s inter-tenant communications from those for its intra-tenant communications. We then develop a new VM placement algorithm to optimize operational goals of cloud providers, while providing tenants with minimum bandwidth guarantees captured by the dual-hose model. Finally, we design a dynamic bandwidth allocation strategy to achieve work conservation. Through extensive simulation results, we show that our solution provides bandwidth guarantees for tenant requests while improving the overall request throughput by 5.3%.
Keywords :
bandwidth allocation; cloud computing; virtual machines; VM placement algorithm; bandwidth guarantees; dual-hose model; dynamic bandwidth allocation strategy; intertenant communications; intratenant communications; multitenant cloud networks; public cloud networks; shared network bandwidth; tenant requirement abstraction; Bandwidth; Barium; Channel allocation; Equations; Hoses; Mathematical model; Servers;
Conference_Titel :
Performance Computing and Communications Conference (IPCCC), 2014 IEEE International
Conference_Location :
Austin, TX
DOI :
10.1109/PCCC.2014.7017102