DPDK和MKL;支持基于云的近确定性信号处理技术

Roya Alizadeh, N. Bélanger, Y. Savaria, J. Frigon
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引用次数: 1

摘要

这项工作探索了在云上实现软件定义的蜂窝无线电的不同方法,这设置了严格的实时要求。DPDK和MKL是英特尔提出的两种可用于此目的的技术。在本文中,我们探讨了这些技术,并使用操作系统隔离来减少LTE进程的计算时间可变性。我们发现MKL提供了出色的性能,但是由于它本身不能在云上进行扩展,因此将它与DPDK结合是一个非常有前途的替代方案。DPDK允许改进性能、内存管理并使MKL可扩展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DPDK and MKL; Enabling technologies for near deterministic cloud-based signal processing
This work explores different means to implement software defined cellular radio over the cloud, which sets stringent real-time requirements. DPDK and MKL are two technologies proposed by Intel that can be used for that purpose. In this paper, we explore those technologies and using operating system isolation to reduce the computation time variability for LTE processes. It is found that MKL offers excellent performance, but as it is not scalable by itself over the cloud, combining it with DPDK is a very promising alternative. DPDK allows improving performance, memory management and makes MKL scalable.
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