• Title/Summary/Keyword: Remote MPI clustering

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Design and Implementation of High-Performance Cryptanalysis System Based on GPUDirect RDMA (GPUDirect RDMA 기반의 고성능 암호 분석 시스템 설계 및 구현)

  • Lee, Seokmin;Shin, Youngjoo
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.32 no.6
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    • pp.1127-1137
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    • 2022
  • Cryptographic analysis and decryption technology utilizing the parallel operation of GPU has been studied in the direction of shortening the computation time of the password analysis system. These studies focus on optimizing the code to improve the speed of cryptographic analysis operations on a single GPU or simply increasing the number of GPUs to enhance parallel operations. However, using a large number of GPUs without optimization for data transmission causes longer data transmission latency than using a single GPU and increases the overall computation time of the cryptographic analysis system. In this paper, we investigate GPUDirect RDMA and related technologies for high-performance data processing in deep learning or HPC research fields in GPU clustering environments. In addition, we present a method of designing a high-performance cryptanalysis system using the relevant technologies. Furthermore, based on the suggested system topology, we present a method of implementing a cryptanalysis system using password cracking and GPU reduction. Finally, the performance evaluation results are presented according to demonstration of high-performance technology is applied to the implemented cryptanalysis system, and the expected effects of the proposed system design are shown.