Venice: An Effective Resource Sharing Architecture for Data Center Servers

doi:10.1145/3310360

CORC > 计算技术研究所 > 中国科学院计算技术研究所 > 中国科学院计算技术研究所期刊论文 > 英文

	Venice: An Effective Resource Sharing Architecture for Data Center Servers
	Hou, Rui 6; Meng, Dan 1; Zhang, Lixin 6,7; Zhang, Qianlong 5,6,7; Mckee, Sally A.2; Huang, Michael 3; Liu, Yueji 5,6,7; Li, Ye 5,6,7; Zhao, Boyan 5,6,7; Dong, Jianbo 4
刊名	ACM TRANSACTIONS ON COMPUTER SYSTEMS
	2019-03-01
卷号	36 期号:1 页码:26
关键词	Interconnect fabric resource sharing scheduling data center architecture
ISSN号	0734-2071
DOI	10.1145/3310360
英文摘要	Consolidated server racks are quickly becoming the standard infrastructure for engineering, business, medicine, and science. Such servers are still designed much in the way when they were organized as individual, distributed systems. Given that many fields rely on big-data analytics substantially, its cost-effectiveness and performance should be improved, which can be achieved by flexibly allowing resources to be shared across nodes. Here we describe Venice, a family of data-center server architectures that includes a strong communication substrate as a first-class resource. Venice supports a diverse set of resource-joining mechanisms that enables applications to leverage non-local resources efficiently. We have constructed a hardware prototype to better understand the implications of design decisions about system support for resource sharing. We use it to measure the performance of at-scale applications and to explore performance, power, and resource-sharing transparency tradeoffs (i.e., how many programming changes are needed). We analyze these tradeoffs for sharing memory, accelerators, and NICs. We find that reducing/hiding latency is particularly important, the chosen communication channels should match the sharing access patterns of the applications, and of which we can improve performance by exploiting inter-channel collaboration.
资助项目	National Science Fund for Outstanding Young Scholars, China[61522212] ; Chinese Academy of Science[QYZDB-SSW-JSC010]
WOS研究方向	Computer Science
语种	英语
出版者	ASSOC COMPUTING MACHINERY
WOS记录号	WOS:000462524200002
内容类型	期刊论文
源URL	[http://119.78.100.204/handle/2XEOYT63/4151]
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhao, Boyan
作者单位	1.Chinese Acad Sci, Inst Informat Engn, 89 Minzhuang Rd, Beijing, Peoples R China 2.Clemson Univ, 105 Sikes Hall, Clemson, SC 29634 USA 3.Univ Rochester, 414 Comp Studies Bldg,160 Trustee Rd, Rochester, NY 14627 USA 4.Alibaba Grp, 969 West Wen Yi Rd, Hangzhou 311121, Zhejiang, Peoples R China 5.Univ Chinese Acad Sci, Beijing, Peoples R China 6.Chinese Acad Sci, Inst Comp Technol, IIE, 89 Minzhuang Rd, Beijing 100093, Peoples R China 7.Chinese Acad Sci, Inst Informat Engn, ICT, 6 Kexueyuan South Rd Zhongguancun, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Hou, Rui,Meng, Dan,Zhang, Lixin,et al. Venice: An Effective Resource Sharing Architecture for Data Center Servers[J]. ACM TRANSACTIONS ON COMPUTER SYSTEMS,2019,36(1):26.
APA	Hou, Rui.,Meng, Dan.,Zhang, Lixin.,Zhang, Qianlong.,Mckee, Sally A..,...&Dong, Jianbo.(2019).Venice: An Effective Resource Sharing Architecture for Data Center Servers.ACM TRANSACTIONS ON COMPUTER SYSTEMS,36(1),26.
MLA	Hou, Rui,et al."Venice: An Effective Resource Sharing Architecture for Data Center Servers".ACM TRANSACTIONS ON COMPUTER SYSTEMS 36.1(2019):26.