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.

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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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