• Title/Summary/Keyword: Parallel running

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Evaluation of DES key search stability using Parallel Computing (병렬 컴퓨팅을 이용한 DES 키 탐색 안정성 분석)

  • Yoon, JunWeon;Choi, JangWon;Park, ChanYeol;Kong, Ki-Sik
    • Journal of Digital Contents Society
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    • v.14 no.1
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    • pp.65-72
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    • 2013
  • Current and future parallel computing model has been suggested for running and solving large-scale application problems such as climate, bio, cryptology, and astronomy, etc. Parallel computing is a form of computation in which many calculations are carried out simultaneously. And we are able to shorten the execution time of the program, as well as can extend the scale of the problem that can be solved. In this paper, we perform the actual cryptographic algorithms through parallel processing and evaluate its efficiency. Length of the key, which is stable criterion of cryptographic algorithm, judged according to the amount of complete enumeration computation. So we present a detailed procedure of DES key search cryptographic algorithms for executing of enumeration computation in parallel processing environment. And then, we did the simulation through applying to clustering system. As a result, we can measure the safety and solidity of cryptographic algorithm.

A Study on Adaptive Parallel Computability in Many-Task Computing on Hadoop Framework (하둡 기반 대규모 작업처리 프레임워크에서의 Adaptive Parallel Computability 기술 연구)

  • Jik-Soo, Kim
    • Journal of Broadcast Engineering
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    • v.24 no.6
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    • pp.1122-1133
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    • 2019
  • We have designed and implemented a new data processing framework called MOHA(Mtc On HAdoop) which can effectively support Many-Task Computing(MTC) applications in a YARN-based Hadoop platform. MTC applications can be composed of a very large number of computational tasks ranging from hundreds of thousands to millions of tasks, and each MTC application may have different resource usage patterns. Therefore, we have implemented MOHA-TaskExecutor(a pilot-job that executes real MTC application tasks)'s Adaptive Parallel Computability which can adaptively execute multiple tasks simultaneously, in order to improve the parallel computability of a YARN container and the overall system throughput. We have implemented multi-threaded version of TaskExecutor which can "independently and dynamically" adjust the number of concurrently running tasks, and in order to find the optimal number of concurrent tasks, we have employed Hill-Climbing algorithm.

Weather Radar Image Gener ation Method Using Inter polation based on CUDA

  • Yang, Liu;Jang, Bong-Joo;Lim, Sanghun;Kwon, Ki-Chang;Lee, Suk-Hwan;Kwon, Ki-Ryong
    • Journal of Korea Multimedia Society
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    • v.18 no.4
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    • pp.473-482
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    • 2015
  • Doppler weather radar is an important tool for meteorological research. Through several decades of development, Doppler weather radar has enormous progress in understanding, detection and warning of meso and micro scale weather system. It makes a significant contribution to weather forecast and weather disaster warning. But the large amount of data process limits the application of Doppler weather radar. This paper proposed for fast weather radar data processing based on CUDA. CDUA is a powerful platform for highly parallel programming developed by NVIDIA. Through running plenty of threads, radar data can be calculated at same time. In experiment, CUDA parallel program can significantly improve weather data processing time.

Hybrid Re-Adhesion Control Method for Traction System of High-Speed Railways with Parallel Induction Motor Control (유도전동기 병렬 제어형 고속전철 추진시스템의 혼합형 재점착 제어기법)

  • Hwang, Don-Ha;Kim, Mun-Seop;Ryu, Hong-Je;Park, Do-Yeong;Kim, Jong-Su
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.51 no.1
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    • pp.40-47
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    • 2002
  • This paper describes a re-adhesion control method for the Korean High-Speed Train (KHST) with parallel induction motor drive. To keep a traction efficiency and to improve vehicle maintenance, the adhesion characteristics between wheel and rail are analyzed. Also the re-adhesion controller is designed as the subsystem of induction motor vector control. In order to verify performance of the proposed control techniques, the simulation is executed by train model and a downscaled re-adhesion control simulator is utilized. Both simulation and running test results show that good re-adhesion characteristics are obtained.

Analysis of Inductive Interference from EHV Transmission to buried Gas Pipelines (초고압 송전선로에서 가스관에 미치는 유도 장해 해석)

  • Lee, Seung-Youn;Ko, Eun-Young;Yun, Suk-Moo;Park, Nam-Ok;Shin, Myung-Chul
    • Proceedings of the KIEE Conference
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    • 2000.07a
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    • pp.458-460
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    • 2000
  • In this paper, we analyze the inductive coupling between overhead power transmission lines and neighbouring gas pipelines or other conductors, when they parallel to a line section in a phase-to-earth fault is assumed on the transmission line. A numerical procedure employing the finite-element method(FEM) is used in conjunction with Faraday's law, in order to predict the current in a faulted transmission line as well as the induced voltages across points on a pipeline running parallel to the faulted line and remote earth. The results lead to conclusion that may be useful to power system engineers.

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An Echo Processor for Medical Ultrasound Imaging Using a GPU with Massively Parallel Processing Architecture (병렬 처리 구조의 GPU를 이용한 의료 초음파 영상용 에코 신호 처리기)

  • Seo, Sin-Hyeok;Sohn, Hak-Yeol;Song, Tai-Kyong
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.871-872
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    • 2008
  • The method and results of the software implementation of a echo processor for medical ultrasound imaging using a GPU (NVIDIA G80) is presented. The echo signal processing functions are modified in a SIMD manner suitable for the GPU's massively parallel processing architecture so that the GPU's 128 ALUs are utilized nearly 100%. The preliminary result for a frame of image composed of 128 scan lines, each having 10240 16-bit samples, shows that the echo processor can be inplemented at a high rate of 30 frames per second when implemented in C, which is close to the optimized assembly codes running on the TI's TMS320C6416 DSP.

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Load Balancing Strategies for Network-based Cluster System

  • Jung, Hoon-Jin;Choung Shik park;Park, Sang-Bang
    • Proceedings of the IEEK Conference
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    • 2000.07a
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    • pp.314-317
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    • 2000
  • Cluster system provides attractive scalability in terms of computation power and memory size. With the advances in high speed computer network technology, cluster systems are becoming increasingly competitive compared to expensive parallel machines. In parallel processing program, each task load is difficult to predict before running the program and each task is interdependent each other in many ways. Load imbalancing induces an obstacle to system performance. Most of researches in load balancing were concerned with distributed system but researches in cluster system are few. In cluster system, the dynamic load balancing algorithm which evaluates each processor's load in runtime is purpose that the load of each node are evenly distributed. But, if communication cost or node complexity becomes high, it is not effective method for all nodes to attend load balancing process. In that circumstances, it is good to reduce the number of node which attend to load balancing process. We have modeled cluster systems and proposed marginal dynamic load balancing algorithms suitable for that circumstances.

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Implementation of Particle Swarm Optimization Method Using CUDA (CUDA를 이용한 Particle Swarm Optimization 구현)

  • Kim, Jo-Hwan;Kim, Eun-Su;Kim, Jong-Wook
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.5
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    • pp.1019-1024
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    • 2009
  • In this paper, particle swarm optimization(PSO) is newly implemented by CUDA(Compute Unified Device Architecture) and is applied to function optimization with several benchmark functions. CUDA is not CPU but GPU(Graphic Processing Unit) that resolves complex computing problems using parallel processing capacities. In addition, CUDA helps one to develop GPU softwares conveniently. Compared with the optimization result of PSO executed on a general CPU, CUDA saves about 38% of PSO running time as average, which implies that CUDA is a promising frame for real-time optimization and control.

Development of a flux emergence simulation using parallel computing

  • Lee, Hwanhee;Magara, Tetsuya
    • The Bulletin of The Korean Astronomical Society
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    • v.44 no.2
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    • pp.71.1-71.1
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    • 2019
  • The solar magnetic field comes from the solar interior and is related to various phenomena on the Sun. To understand this process, many studies have been conducted to produce its evolution using a single flux rope. In this study, we are interested in the emergence of two flux ropes and their evolution, which takes longer than the emergence of a single flux rope. To construct it, we develop a flux emergence simulation by applying a parallel computing to reduce a computation time in a wider domain. The original simulation code had been written in Fortran 77. We modify it to a version of Fortran 90 with Message Passing Interface (MPI). The results of the original and new simulation are compared on the NEC SX-Aurora TSUBASA which is a vector engine processor. The parallelized version is faster than running on a single core and it shows a possibility to handle large amounts of calculation. Based on this model, we can construct a complex flux emergence system, such as an evolution of two magnetic flux ropes.

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The Effects of AC Corrosion on Underground Gas Pipeline Running Parallel with High Power Cables (전력케이블과 가스배관의 병행구간에 대한 교류부식 영향)

  • 배정효;김대경;김기준
    • The Transactions of the Korean Institute of Electrical Engineers C
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    • v.49 no.10
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    • pp.577-582
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    • 2000
  • This paper analyze the interference problems, especially Ac corrosion when the gas pipeline is buried with power cable in the same submarine tunnel. This paper present the results of the study about interference mechanism(inductive coupling, conductive coupling, resistive coupling), AC corrosion, limitation of safety voltage, modeling of power cables, gas pipeline and grounding systems, analysis of induction voltage and optimal arrangement of power cables.

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