Performance Evaluation and Analysis for MPI-Based Data Movement in Virtual Switch Network

Dan Huang, Jun Wang, Dezhi Han
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Abstract

Virtualization technologies have been widely deployed in data centers and private clusters to provide highly efficient and elastic resource provisioning. Further, virtualization has been extended to the network layer, known as network virtualization. For example, independent virtual switches have become the primary provider of network services for various virtual machines, such as VMware, Xen and Docker. This approach allows the physical network to be decoupled from the overlying virtual switch networks. However, network virutalization introduces performance degradation and scalability bottleneck to communication-intensive frameworks, such as MPI. We quantify and analyze the performance degradation involved with collective communications as well as bursty asynchronous transmission (BAT) in vswitch network environments. Our experiments illustrate that the performance of MPI communication can be degraded up to 5x in the virtual environment.
基于mpi的虚拟交换网络数据移动性能评价与分析
虚拟化技术已广泛应用于数据中心和私有集群中,以提供高效、灵活的资源发放。此外,虚拟化已经扩展到网络层,称为网络虚拟化。例如,独立的虚拟交换机已经成为VMware、Xen、Docker等各种虚拟机的主要网络服务提供者。这种方法允许物理网络与覆盖的虚拟交换机网络解耦。然而,网络虚拟化给通信密集型框架(如MPI)带来了性能下降和可伸缩性瓶颈。我们量化和分析了虚拟交换网络环境中集体通信和突发异步传输(BAT)所涉及的性能下降。我们的实验表明,在虚拟环境中,MPI通信的性能可能会下降5倍。
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