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Performance Characterization of Lattice-Based Cryptography Workloads

机译:基于格的密码工作量的性能表征

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In the domain of lattice cryptography, an emerging field of post-quantum secure cryptography, very few accelerator designs exist that both sufficiently accelerate a particular lattice cryptosystem and provide enough flexibility to accommodate a variety of cryptographic schemes. In this work, we move towards such a design by analyzing lattice cryptography algorithms with respect to their architectural properties. Through our analysis on an Intel Core i7 processor, we show that key operations such as modulo are essential to realizing an efficient design and should be added to the hardware substrate. We also show that while the algorithms are amenable to SIMD (single instruction multiple data) hardware acceleration, they may be limited to ~64-lane designs before diminishing returns.
机译:在后量子安全密码学的新兴领域-晶格密码学领域,很少有加速器设计能够充分加速特定的晶格密码系统并提供足够的灵活性以适应各种密码方案。在这项工作中,我们通过分析晶格密码算法的体系结构特性,朝着这种设计迈进。通过对Intel Core i7处理器的分析,我们表明关键的操作(例如模数)对于实现有效的设计是必不可少的,应添加到硬件基板中。我们还表明,尽管算法适合SIMD(单指令多数据)硬件加速,但在收益递减之前,它们可能仅限于64通道设计。

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