Paper Info
Title
OC-Cache: An Open-channel SSD Based Cache for Multi-Tenant Systems
Abstract
In a multi-tenant cloud environment, tenants are usually hosted by virtual machines. Cloud providers deploy multiple virtual machines on a physical server to better utilize physical resources including CPU, memory, and storage devices. SSDs are often used as an I/O cache shared among the tenants for large storage systems using hard disk drives (HDDs) as their main storage devices, which can receive much of SSD's performance benefit and HDD's cost advantage. A key challenge in the use of the shared cache is to ensure strong performance isolation and maintain its high utilization at the same time. However, conventional SSD cache management approaches cannot effectively address this challenge. In this paper, we propose OC-Cache, an open-channel SSD cache framework which utilizes SSD'd internal parallelism to adaptively allocate cache to tenants for both good performance isolation and high SSD utilization. In particular, OC-Cache uses a tenant's miss ratio curve to determine the amount of cache space allocation and where the allocation is (in dedicated or shared SSD channels) and dynamically manages cache space according to the workload characteristics. Experiments show that OC-Cache significantly reduces interference among tenants, and maintains high utilization of the SSD cache.
Year
DOI
Venue
2018
10.1109/PCCC.2018.8711079
2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC)
Keywords
Field
DocType
multi-tenant system,SSD cache,performance isolation,scheduling framework
Computer science,Cache,Computer network
Conference
ISSN
ISBN
Citations 
1097-2641
978-1-5386-6809-2
1
PageRank 
References 
Authors
0.37
8
7
Name
Order
Citations
PageRank
Haitao Wang153836.95
Zhanhuai Li227051.04
Zhang Xiao312.40
Xiaonan Zhao412.06
Xingsheng Zhao531.76
Weijun Li63716.70
Song Jiang7166.08