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您的检索式：作者名="Hari Subramoni"
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| 1 | High Performance MPI over the Slingshot Interconnect显示文摘The Slingshot interconnect designed by HPE/Cray is becoming more relevant in high-performance computing with its deployment on the upcoming exascale systems.In particular,it is the interconnect empowering the first exascale and highest-ranked supercomputer in the world,Frontier.It offers various features such as adaptive routing,congestion control,and isolated workloads.The deployment of newer interconnects sparks interest related to performance,scalability,and any potential bottlenecks as they are critical elements contributing to the scalability across nodes on these systems.In this paper,we delve into the challenges the Slingshot interconnect poses with current state-of-the-art MPI(message passing interface)libraries.In particular,we look at the scalability performance when using Slingshot across nodes.We present a comprehensive evaluation using various MPI and communication libraries including Cray MPICH,Open-MPI+UCX,RCCL,and MVAPICH2 on CPUs and GPUs on the Spock system,an early access cluster deployed with Slingshot-10,AMD MI100 GPUs and AMD Epyc Rome CPUs to emulate the Frontier system.We also evaluate preliminary CPU-based support of MPI libraries on the Slingshot-11 interconnect. | Kawthar Shafie Khorassani Chen-Chun Chen Bharath Ramesh Aamir Shafi Hari Subramoni Dhabaleswar K.Panda | 2023 | Journal of Computer Science & Technology2023，38，1： | 0 |
| 2 | 超百亿亿级系统面临的网络和通信挑战(英文)显示文摘由于新兴处理器、内存和网络技术的显著进步,百亿亿级系统将在未来几年(2020–2022)推出。随着百亿亿级系统被配置和使用,具有更细粒度、更短时间步长和更大数据量的下一代应用程序将被持续需求。从发展趋势看,2025–2035年间,下一代应用程序将需要超百亿亿级系统。本文关注超百亿亿级系统在网络和通信方面面临的挑战。首先,提出超百亿亿级系统的设想架构。其次,从不同方面阐述面临的挑战,包括多种网络技术、高性能通信和同步协议、加速器和现场可编程门户阵列的集成支持、容错和服务质量支持、能量感知通信方案和协议、软件定义网络以及多种内存和存储器的可扩展通信协议。再次,指出在这些系统上进行支持高性能计算、大数据和深度学习的高效编程模型设计面临的挑战。最后,强调了这些系统的上层共同设计运行时间的关键需求,以实现最优性能和可扩展性。 | Dhabaleswar PANDA Xiao-yi LU Hari SUBRAMONI | 2018 | Frontiers of Information Technology & Electronic Engineering2018，19，10： | 0 |
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