1,024-FPGA DES Supercomputer on the AWS Cloud

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING
Kemal Ebcioğlu, Batuhan Bulut, Atakan Doğan, Gürhan Küçük, İsmail San
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引用次数: 0

Abstract

We present a 1,024-FPGA DES supercomputer accelerator that is automatically compiled from a single-threaded sequential DES key search application by means of our High-Level Synthesis compiler. Our 1,024-FPGA supercomputer is deployed on several Amazon Web Services (AWS) EC2 F1 instance platforms from different AWS regions. Consequently, it can be considered the first multi-chip application-specific supercomputer that is scattered to multiple geographically distributed data centers around the world. Furthermore, invoking our 1,024-FPGA DES supercomputer is functionally identical to invoking the single-threaded sequential DES application the supercomputer accelerator is compiled from. Our 1,024-FPGA supercomputer achieves 3.016E+12 keys/sec and it performs 5,286,000 times better than an AWS EC2 m5.8xlarge Xeon x86 machine executing the original sequential application with a performance of 5.706 E+5 keys/sec.

1024 - fpga DES超级计算机在AWS云上
我们提出了一个1024个fpga的DES超级计算机加速器,该加速器通过我们的高级合成编译器从单线程顺序DES键搜索应用程序自动编译。我们的1024个fpga超级计算机部署在来自不同AWS区域的几个Amazon Web Services (AWS) EC2 F1实例平台上。因此,它可以被认为是第一个多芯片特定应用程序的超级计算机,它分散到世界各地的多个地理分布的数据中心。此外,调用1024个fpga的DES超级计算机在功能上与调用编译超级计算机加速器的单线程顺序DES应用程序相同。我们的1024个fpga超级计算机达到了3.016E+12密钥/秒,它比一台执行原始顺序应用程序的AWS EC2 m5.8xlarge Xeon x86机器的性能好5286,000倍,性能为5.706 E+5密钥/秒。
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来源期刊
Concurrency and Computation-Practice & Experience
Concurrency and Computation-Practice & Experience 工程技术-计算机:理论方法
CiteScore
5.00
自引率
10.00%
发文量
664
审稿时长
9.6 months
期刊介绍: Concurrency and Computation: Practice and Experience (CCPE) publishes high-quality, original research papers, and authoritative research review papers, in the overlapping fields of: Parallel and distributed computing; High-performance computing; Computational and data science; Artificial intelligence and machine learning; Big data applications, algorithms, and systems; Network science; Ontologies and semantics; Security and privacy; Cloud/edge/fog computing; Green computing; and Quantum computing.
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