SmartIO:通过PCIe组网实现零开销设备共享

IF 2 4区 计算机科学 Q2 COMPUTER SCIENCE, THEORY & METHODS ACM Transactions on Computer Systems Pub Date : 2020-01-01 DOI:10.1145/3462545
Jonas Markussen, Lars Bjørlykke Kristiansen, P. Halvorsen, Halvor Kielland-Gyrud, H. Stensland, C. Griwodz
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引用次数: 5

摘要

各种计算量大、数据驱动的应用程序加速了对分布式I/O解决方案的需求,这种解决方案支持在网络主机之间经济高效地扩展资源。例如,在集群系统中,不同的机器可能在不同的时间有不同的设备可用,但是通过网络将工作负载移动到远程单元的成本通常很高,并且与访问本地资源相比会带来很大的开销。为了促进使用外围组件互连快速(PCIe)非透明桥连接的主机之间的I/O分解和设备共享,我们提出了SmartIO。nvme、gpu、网络适配器或任何其他标准PCIe设备都可以直接借用和访问,就好像它们是远程机器的本地设备一样。通过将传统的I/O与分布式共享内存功能相结合,我们提供了超越现有分解解决方案的功能,允许设备成为与集群应用程序相同的全局地址空间的一部分。软件完全从数据路径中移除,并且可以在远程主机上运行的应用程序进程之间同时共享设备。我们的实验结果表明,I/O设备可以与远程主机共享,实现本地PCIe性能。因此,与现有的设备分配机制相比,SmartIO提供了更高效、更低成本的资源共享,从而提高了系统的整体性能。
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SmartIO: Zero-overhead Device Sharing through PCIe Networking
The large variety of compute-heavy and data-driven applications accelerate the need for a distributed I/O solution that enables cost-effective scaling of resources between networked hosts. For example, in a cluster system, different machines may have various devices available at different times, but moving workloads to remote units over the network is often costly and introduces large overheads compared to accessing local resources. To facilitate I/O disaggregation and device sharing among hosts connected using Peripheral Component Interconnect Express (PCIe) non-transparent bridges, we present SmartIO. NVMes, GPUs, network adapters, or any other standard PCIe device may be borrowed and accessed directly, as if they were local to the remote machines. We provide capabilities beyond existing disaggregation solutions by combining traditional I/O with distributed shared-memory functionality, allowing devices to become part of the same global address space as cluster applications. Software is entirely removed from the data path, and simultaneous sharing of a device among application processes running on remote hosts is enabled. Our experimental results show that I/O devices can be shared with remote hosts, achieving native PCIe performance. Thus, compared to existing device distribution mechanisms, SmartIO provides more efficient, low-cost resource sharing, increasing the overall system performance.
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来源期刊
ACM Transactions on Computer Systems
ACM Transactions on Computer Systems 工程技术-计算机:理论方法
CiteScore
4.00
自引率
0.00%
发文量
7
审稿时长
1 months
期刊介绍: ACM Transactions on Computer Systems (TOCS) presents research and development results on the design, implementation, analysis, evaluation, and use of computer systems and systems software. The term "computer systems" is interpreted broadly and includes operating systems, systems architecture and hardware, distributed systems, optimizing compilers, and the interaction between systems and computer networks. Articles appearing in TOCS will tend either to present new techniques and concepts, or to report on experiences and experiments with actual systems. Insights useful to system designers, builders, and users will be emphasized. TOCS publishes research and technical papers, both short and long. It includes technical correspondence to permit commentary on technical topics and on previously published papers.
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