• Title/Summary/Keyword: Parallel and distributed simulation

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Performance Analysis of a Multiprocessor System Using Simulator Based on Parsec (Parsec 기반 시뮬레이터를 이용한 다중처리시스템의 성능 분석)

  • Lee Won-Joo;Kim Sun-Wook;Kim Hyeong-Rae
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.35-42
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    • 2006
  • In this paper we implement a new simulator for performance analysis of a parallel digital signal processing distributed shared memory multiprocessor systems. using Parsec The key idea of this simulator is suitable in simulation of system that uses DMA function of TMS320C6701 DSP chip and local memory which have fast access time. Also, because correction of performance parameter and reconfiguration for hardware components are easy, we can analyze performance of system in various execution environments. In the simulation, FET, 2D FET, Matrix Multiplication. and Fir Filter, which are widely used DSP algorithms. have been employed. Using our simulator, the result has been recorded according to different the number of processor, data sizes, and a change of hardware element. The performance of our simulator has been verified by comparing those recorded results.

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Stability of TSK-type Time-Delay FLC (TSK 모델 시간 지연 퍼지제어기의 안정성)

  • 명환춘;변증남
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.4
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    • pp.347-353
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    • 2001
  • A stable TSK -type FLC can be designed by the method of Parallel Distributed Compensation (PDC) [2] but in this case, solving the LMI problem is not a trivial task. To overcome such a difficulty, a Time-Delay based FLC (TDFLC) is proposed. TSK -type TDFLC consists of Time-Delay Control (TDC) and Sliding Mode Control (SMC) schemes, which result in a robust controller based upon an integral sliding surface. Finally, simulation study is conducted for a mass-spring-damper system.

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A Study on Voltage Variation in KEPCO Distribution System by Introducing the Wind Power Plant (풍력발전단지가 도입되는 한전 실배전계통의 전압변동에 대한 분석)

  • Hwang, J.S.;Jung, W.J.;Kang, S.S.;Kim, B.S.;Kang, H.S.;Kim, J.E.
    • Proceedings of the KIEE Conference
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    • 2001.07a
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    • pp.16-18
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    • 2001
  • Recently, a study on operation in parallel between Distributed Generation(DG) unit and power distribution system has been growing interest in power distribution system. But, introducing the DG unit causes the problem due to rising the voltage variation on power distribution system. So, This paper presents the effect of introducing DG unit on distribution system. For this simulation, KEPCO distribution system is used.

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A Study on Developing Distributed and Parallel Traffic Simulation Program with Open MPI (Open MPI 를 이용한분산/병렬 교통 시뮬레이션 프로그램 개발에 관한 연구)

  • Cho, Min-Kyu;Kyung, MinGi;Shin, In-soo;Min, Dug-Ki
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.137-140
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    • 2019
  • 교통 시뮬레이션 시스템은 현실 세계의 교통 및 차량 관련 데이터를 기반으로 미래의 차량 움직임을 예측하는 프로그램으로, 다양한 교통문제를 해결을 위한 도구가 될 수 있다. 시뮬레이션 스케일을 전국단위로 확장하기 위해서 분산/병렬 시스템을 도입해야 하는데, 이 논문에서는 병렬/분산 과정에서 핵심이 되는 Open MPI 기반의 데이터 교환에 대한 방법을 제안하고자 한다. 공통된 하나의 커뮤니케이션 모듈을 기반으로 분산된 노드의 데이터 교환에 대한 문제를 해결하여 생산성을 높이고, 시뮬레이션 과정에서 소요되는 커뮤니케이션 타임을 줄여줄 것으로 예상된다.

Components Design for Guided Weapon System according to Resolution based on Base System Model (기본체계모델 기반 해상도 별 유도 무기체계 컴포넌트 설계)

  • Moon, Kyujin;An, Yu-Young;Jeong, Ui-Taek;Ryoo, Chang-Kyung
    • Journal of the Korea Society for Simulation
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    • v.28 no.3
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    • pp.11-23
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    • 2019
  • An AddSIM(Adaptive distributed and parallel Simulation environment for Interoperable and reusable Models) is developed to construct a composite environment that can be used in the overall stage from military demand analysis to test and evaluation. In addition, a base system model(BSM), which is a component model of the weapon system with standardized hierarchies, has been developed. This paper describes the critical design of BSM for the guided weapon system that can be operated in AddSIM. The guided weapon system BSM is designed for reusability and interoperability, and to have the same interface for assembly, even if the subcomponents have different resolution. Then, each subcomponent is defined and implemented according to the component resolution classification scheme. Finally, Combinations of subcomponents have been used to construct the guided weapon system of various resolution and the performance is compared and analyzed through simulation.

A Novel Task Scheduling Algorithm Based on Critical Nodes for Distributed Heterogeneous Computing System (분산 이기종 컴퓨팅 시스템에서 임계노드를 고려한 태스크 스케줄링 알고리즘)

  • Kim, Hojoong;Song, Inseong;Jeong, Yong Su;Choi, SangBang
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.3
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    • pp.116-126
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    • 2015
  • In a distributed heterogeneous computing system, the performance of a parallel application greatly depends on its task scheduling algorithm. Therefore, in order to improve the performance, it is essential to consider some factors that can have effect on the performance of the parallel application in a given environment. One of the most important factors that affects the total execution time is a critical path. In this paper, we propose the CLTS algorithm for a task scheduling. The CLTS sets the priorities of all nodes to improve overall performance by applying leveling method to improve parallelism of task execution and by reducing the delay caused by waiting for execution of critical nodes in priority phase. After that, it conditionally uses insertion based policy or duplication based policy in processor allocation phase to reduce total schedule time. To evaluate the performance of the CLTS, we compared the CLTS with the DCPD and the HCPFD in our simulation. The results of the simulations show that the CLTS is better than the HCPFD by 7.29% and the DCPD by 8.93%. with respect to the average SLR, and also better than the HCPFD by 9.21% and the DCPD by 7.66% with respect to the average speedup.

Performance Improvement of Parallel Processing System through Runtime Adaptation (실행시간 적응에 의한 병렬처리시스템의 성능개선)

  • Park, Dae-Yeon;Han, Jae-Seon
    • Journal of KIISE:Computer Systems and Theory
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    • v.26 no.7
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    • pp.752-765
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    • 1999
  • 대부분 병렬처리 시스템에서 성능 파라미터는 복잡하고 프로그램의 수행 시 예견할 수 없게 변하기 때문에 컴파일러가 프로그램 수행에 대한 최적의 성능 파라미터들을 컴파일 시에 결정하기가 힘들다. 본 논문은 병렬 처리 시스템의 프로그램 수행 시, 변화하는 시스템 성능 상태에 따라 전체 성능이 최적화로 적응하는 적응 수행 방식을 제안한다. 본 논문에서는 이 적응 수행 방식 중에 적응 프로그램 수행을 위한 이론적인 방법론 및 구현 방법에 대해 제안하고 적응 제어 수행을 위해 프로그램의 데이타 공유 단위에 대한 적응방식(적응 입도 방식)을 사용한다. 적응 프로그램 수행 방식은 프로그램 수행 시 하드웨어와 컴파일러의 도움으로 프로그램 자신이 최적의 성능을 얻을 수 있도록 적응하는 방식이다. 적응 제어 수행을 위해 수행 시에 병렬 분산 공유 메모리 시스템에서 프로세서 간 공유될 수 있은 데이타의 공유 상태에 따라 공유 데이타의 크기를 변화시키는 적응 입도 방식을 적용했다. 적응 입도 방식은 기존의 공유 메모리 시스템의 공유 데이타 단위의 통신 방식에 대단위 데이타의 전송 방식을 사용자의 입장에 투명하게 통합한 방식이다. 시뮬레이션 결과에 의하면 적응 입도 방식에 의해서 하드웨어 분산 공유 메모리 시스템보다 43%까지 성능이 개선되었다. Abstract On parallel machines, in which performance parameters change dynamically in complex and unpredictable ways, it is difficult for compilers to predict the optimal values of the parameters at compile time. Furthermore, these optimal values may change as the program executes. This paper addresses this problem by proposing adaptive execution that makes the program or control execution adapt in response to changes in machine conditions. Adaptive program execution makes it possible for programs to adapt themselves through the collaboration of the hardware and the compiler. For adaptive control execution, we applied the adaptive scheme to the granularity of sharing adaptive granularity. Adaptive granularity is a communication scheme that effectively and transparently integrates bulk transfer into the shared memory paradigm, with a varying granularity depending on the sharing behavior. Simulation results show that adaptive granularity improves performance up to 43% over the hardware implementation of distributed shared memory systems.

Simulation study of magnetorheological testing cell design by incorporating all basic operating modes

  • Mughni, Mohd J.;Mazlan, Saiful A.;Zamzuri, Hairi;Yazid, Izyan I.M.;Rahman, Mohd A.A.
    • Smart Structures and Systems
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    • v.14 no.5
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    • pp.901-916
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    • 2014
  • Magnetorheological (MR) fluid is one of the field-responsive fluids that is of interest to many researchers due to its high yield stress value, which depends on the magnetic field strength. Similar to electrorheological (ER) fluid, the combination of working modes is one of the techniques to increase the performance of the fluids with limited focus on MR fluids. In this paper, a novel MR testing cell incorporated with valve, shear and squeeze operational modes is designed and constructed in order to investigate the behaviour of MR fluid in combined mode. The magnetic field distribution in the design concept was analyzed using finite element method in order to verify the effective areas of each mode have the acceptable range of flux density. The annular gap of valve and shear were fixed at 1 mm, while the squeeze gap between the parallel circular surfaces was varied up to 20 mm. Three different coil configurations, which were made up from 23 SWG copper wires were set up in the MR cell. The simulation results indicated that the magnetic field distributed in the squeeze gap was the highest among the other gaps with all coils were subjected to a constant applied current of 1 A. Moreover, the magnetic flux densities in all gaps were in a good range of magnitude based on the simulations that validated the proposed design concept. Hence, the 3D model of the MR testing cell was designed using Solidworks for manufacturing processes.

Multi-platform Visualization System for Earth Environment Data (지구환경 데이터를 위한 멀티플랫폼 가시화 시스템)

  • Jeong, Seokcheol;Jung, Seowon;Kim, Jongyong;Park, Sanghun
    • Journal of the Korea Computer Graphics Society
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    • v.21 no.3
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    • pp.36-45
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    • 2015
  • It is important subject of research in engineering and natural science field that creating continuing high-definition image from very large volume data. The necessity of software that helps analyze useful information in data has improved by effectively showing visual image information of high resolution data with visualization technique. In this paper, we designed multi-platform visualization system based on client-server to analyze and express earth environment data effectively constructed with observation and prediction. The visualization server comprised of cluster transfers data to clients through parallel/distributed computing, and the client is developed to be operated in various platform and visualize data. In addition, we aim user-friendly program through multi-touch, sensor and have made realistic simulation image with image-based lighting technique.

Anti-Interference Analysis of IS-OFDM using the Frequency Diversity (주파수 다이버시티를 이용한 IS-OFDM 시스템의 간섭 성능 분석)

  • 김상우;박종현;유흥균;이상태;정순기
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.14 no.10
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    • pp.1030-1035
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    • 2003
  • In this paper, we compare the performance of IS-OFDM(interference suppressing orthogonal frequency division multiplexing) system with that of the conventional OFDM system. Each parallel branch symbol of IS-OFDM is multiplied by the orthogonal sequence and distributed into all sub-carriers. Then, each sub-carrier transmits information composed of the symbol components of all parallel branches in the given frame. The structure of IS-OFDM shows the frequency diversity characteristic. Therefore, IS-OFDM can be robust to the narrowband interference. BER performances are found in the narrow-band interference and a harmonic noise channels. When JSR(Jamming to signal ratio) increases from -10 dB to +10 dB in the constant interference bandwidth, IS-OFDM outperforms the conventional OFDM and the BER difference between IS-OFDM and OFDM is reduced as JSR increases. Also, the similar properly can be shown when interference bandwidth increases at the constant JSR. In the harmonic noise channel, we can find the good performance of IS-OFDM when the h-rate(harmonic noise bandwidth to signal bandwidth ratio) increases from 0.01 to 0.8. So, simulation results show that the IS-OFDM is more robust to the interference than the conventional OFDM.