SHF: Small: Understanding and Exploiting Software Defined Networks (SDN) in High Performance Computing (HPC) Environments
SHF: Small: Understanding and Exploiting Software Defined Networks (SDN) in High Performance Computing (HPC) Environments
批准号:
2007827
负责人:
Xin Yuan
金额:
$49.94万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-10-01 至 2024-09-30
中文摘要
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英文摘要
In modern society, many science and technology domains such as physics, biology, and meteorology rely on powerful supercomputers to perform simulations and data analysis to advance knowledge and to serve the society. These supercomputers use specialized hardware and are expensive to build and operate. This project aims at developing novel techniques to build high-performance and low-cost supercomputers by exploiting the capabilities of the Software Defined Networking (SDN) technology that has demonstrated its effectiveness in data centers to reduce cost of setup and management. If successful, this research will change how supercomputers are constructed, and lower the cost. This will make high-performance computing (HPC) accessible to a broad audience and help the advances in many domains. The project will also support education through a curriculum development effort that integrates research and education. SDN manages network traffic and resources in a logically centralized manner, enabling it to seek globally near-optimal resource management solutions for a given optimization objective. This can lead to improved performance over existing interconnection network technologies, including the proprietary ones in high-end HPC systems. Additionally, SDN's widespread commodity use will accelerate technological advances with improved performance and reduced cost in comparison to proprietary technologies. In this project, effective SDN techniques that can lead to higher performance than the current HPC systems are developed; the performance bounds of SDN under different constraints in the HPC environment are established. Additionally, practical techniques that can be deployed with the current technology are developed and evaluated. These techniques spread across different layers of the software stack including network, operating system, and run-time system, and work in concert to exploit the SDN capabilities. Finally, a working proof-of-concept SDN-capable HPC system that incorporates the developed techniques is implemented and deployed. Through analysis, design, development, and experimentation, the strengths and weaknesses of SDN in comparison to the networking technology in HPC systems are clearly identified.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(5)
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科研奖励(0)
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Encrypted All-reduce on Multi-core Clusters
多核集群上的加密 All-reduce
DOI:
10.1109/ipccc51483.2021.9679399
发表时间:
2021
期刊:
and Communications Conference (IPCCC
影响因子:
--
作者:
[Gavahi, Mohsen, Naser, Abu, Wu, Cong, Lahijani, Mehran Sadeghi, Wang, Zhi, Yuan, Xin]
通讯作者:
Yuan, Xin
DOI:
--
发表时间:
2022
期刊:
影响因子:
--
作者:
[V. Hoang;Cong Wu;Xin Yuan]
通讯作者:
V. Hoang;Cong Wu;Xin Yuan
A Simulation Study of Hardware Parameters for Future GPU-based HPC Platforms
未来基于 GPU 的 HPC 平台硬件参数仿真研究
DOI:
10.1109/ipccc51483.2021.9679359
发表时间:
2021
期刊:
and Communications Conference (IPCCC
影响因子:
--
作者:
[Bhowmik, Saptarshi, Jain, Nikhil, Yuan, Xin, Bhatele, Abhinav]
通讯作者:
Bhatele, Abhinav
Efficient Algorithms for Encrypted All-gather Operation
用于加密全收集操作的高效算法
DOI:
10.1109/ipdps49936.2021.00045
发表时间:
2021
期刊:
2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS
影响因子:
--
作者:
[Lahijani, Mehran Sadeghi, Naser, Abu, Wu, Cong, Gavahi, Mohsen, Hoang, Viet Tung, Wang, Zhi, Yuan, Xin]
通讯作者:
Yuan, Xin
Multi-Path Routing in the Jellyfish Network
Jellyfish 网络中的多路径路由
DOI:
--
发表时间:
2021
期刊:
IPDPS workshop on Scalable Networks for Advanced Computer Systems
影响因子:
--
作者:
[Alzaid, Zaid, Bhowmik, Saptarshi, Yuan, Xin]
通讯作者:
Yuan, Xin
Teaching Practices with Multiplayer Mixed Reality Simulations and Virtual Students
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批准号:2110777
-
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-
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-
依托单位:
A Study of the Curriculum Design for Integration of Middle School Mathematics and Computer Science
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DCS: Delayed Finalization of MPI Collective Communication Routines
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批准号:0541096
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财政年份:2006
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CRI: Acquisition of an Infiniband Cluster with SMP Nodes
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依托单位:
Optimizing MPI Programs through Compiled Communication
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批准号:0342540
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资助金额:$30.0万
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财政年份:2004
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Towards Scalable Quality of Service Routing
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批准号:0106706
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Supporting Compiled Communication on Commodity Networks
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批准号:0073482
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财政年份:2000
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负责人:Xin Yuan
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依托单位:
国内基金
海外基金
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