Improving the throughput of the AES algorithm with multicore processors

A. Barnes, Ryan Fernando, Kasuni Mettananda, R. Ragel
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引用次数: 20

Abstract

AES, Advanced Encryption Standard, can be considered the most widely used modern symmetric key encryption standard. To encrypt/decrypt a file using the AES algorithm, the file must undergo a set of complex computational steps. Therefore a software implementation of AES algorithm would be slow and consume large amount of time to complete. The immense increase of both stored and transferred data in the recent years had made this problem even more daunting when the need to encrypt/decrypt such data arises. As a solution to this problem, in this paper, we present an extensive study of enhancing the throughput of AES encryption algorithm by utilizing the state of the art multicore architectures. We take a sequential program that implements the AES algorithm and convert the same to run on multicore architectures with minimum effort. We implement two different parallel programmes, one with the fork system call in Linux and the other with the pthreads, the POSIX standard for threads. Later, we ran both the versions of the parallel programs on different multicore architectures and compared and analysed the throughputs between the implementations and among different architectures. The pthreads implementation outperformed in all the experiments we conducted and the best throughput obtained is around 7Gbps on a 32-core processor (the largest number of cores we had) with the pthreads implementation.
采用多核处理器提高AES算法的吞吐量
AES,高级加密标准,可以被认为是使用最广泛的现代对称密钥加密标准。要使用AES算法加密/解密文件,该文件必须经过一系列复杂的计算步骤。因此,AES算法的软件实现速度很慢,并且需要花费大量的时间来完成。近年来存储和传输的数据都有了巨大的增长,当需要加密/解密这些数据时,这个问题变得更加棘手。为了解决这个问题,在本文中,我们提出了一个广泛的研究,通过利用最先进的多核架构来提高AES加密算法的吞吐量。我们采用一个实现AES算法的顺序程序,并以最小的工作量将其转换为在多核架构上运行。我们实现了两个不同的并行程序,一个使用Linux中的fork系统调用,另一个使用pthreads (POSIX线程标准)。随后,我们在不同的多核体系结构上运行了两个版本的并行程序,并比较和分析了实现之间和不同体系结构之间的吞吐量。在我们进行的所有实验中,pthreads实现的性能都优于pthreads实现,在32核处理器(我们拥有的最大核数)上获得的最佳吞吐量约为7Gbps。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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