Venice: An Effective Resource Sharing Architecture for Data Center Servers

doi:10.1145/3310360

	Venice: An Effective Resource Sharing Architecture for Data Center Servers
	Zhao, Boyan 1,2,3; Hou, Rui 2; Dong, Jianbo 4; Huang, Michael 5; Mckee, Sally A.6; Zhang, Qianlong 1,2,3; Liu, Yueji 1,2,3; Li, Ye 1,2,3; Zhang, Lixin 1,2; Meng, Dan 7
	2019-03-01
发表期刊	ACM TRANSACTIONS ON COMPUTER SYSTEMS
ISSN	0734-2071
卷号	36 期号:1 页码:26
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.
关键词	Interconnect fabric resource sharing scheduling data center architecture
DOI	10.1145/3310360
收录类别	SCI
语种	英语
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
WOS类目	Computer Science, Theory & Methods
WOS记录号	WOS:000462524200002
出版者	ASSOC COMPUTING MACHINERY
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/4152
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, ICT, 6 Kexueyuan South Rd Zhongguancun, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, IIE, 89 Minzhuang Rd, Beijing 100093, Peoples R China 3.Univ Chinese Acad Sci, Beijing, Peoples R China 4.Alibaba Grp, 969 West Wen Yi Rd, Hangzhou 311121, Zhejiang, Peoples R China 5.Univ Rochester, 414 Comp Studies Bldg,160 Trustee Rd, Rochester, NY 14627 USA 6.Clemson Univ, 105 Sikes Hall, Clemson, SC 29634 USA 7.Chinese Acad Sci, Inst Informat Engn, 89 Minzhuang Rd, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Zhao, Boyan,Hou, Rui,Dong, Jianbo,et al. Venice: An Effective Resource Sharing Architecture for Data Center Servers[J]. ACM TRANSACTIONS ON COMPUTER SYSTEMS,2019,36(1):26.
APA	Zhao, Boyan.,Hou, Rui.,Dong, Jianbo.,Huang, Michael.,Mckee, Sally A..,...&Meng, Dan.(2019).Venice: An Effective Resource Sharing Architecture for Data Center Servers.ACM TRANSACTIONS ON COMPUTER SYSTEMS,36(1),26.
MLA	Zhao, Boyan,et al."Venice: An Effective Resource Sharing Architecture for Data Center Servers".ACM TRANSACTIONS ON COMPUTER SYSTEMS 36.1(2019):26.