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Predictions of MLE and LSE in NHPP Software Reliability Model

  • Song, Kwang-Yoon;Chang, In-Hong;Lee, Seung-Woo
    • Journal of Integrative Natural Science
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    • v.6 no.2
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    • pp.111-117
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    • 2013
  • We propose a mean value function for software failures in NHPP software reliability model. And we deal with the maximum likelihood estimation and the least squares estimation in the proposed mean value function. The explicit mean value function solution for the proposed model is presented by MLE and LSE in two data sets. The values of SSE and MSE is presented in two data sets by MLE and LSE. We compare the predicted number of faults with the actual two data sets using the proposed mean value function.

A Study on High-speed Image Binarization Using SIMD (SIMD를 이용한 영상의 고속 이진화에 관한 연구)

  • Kim, Doo-Sik;Lee, Sang-Ho;Kim, Byeong-Geun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11a
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    • pp.775-778
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    • 2002
  • 영상 이진화란 명도 영상(gray-scaled image)을 이진 영상(bi-leveled image)으로 변환하는 것을 말한다. 영상 이진화는 문서 인식, 비디오 영상 분석 등과 같이 영상처리 분야에서 많이 사용되는 기본적인 영상 처리 과정에 해당한다. 본 논문은 Intel 사의 Pentium 계열 프로세서에서 지원하는 SIMD(Single-Instruction Multiple-Data) 기술을 이용하여 영상 이진화를 고속으로 수행하는 방법을 소개한다. 우편영상에 대하여 실험한 결과, SSE2 명령어로 구현된 프로그램은 기존의 C 언어로 구현된 프로그램에 비하여 4배 이상의 속도 향상을 보였다.

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A Study on Security Auditing Process Model for Web-Based Information System (웹기반 시스템의 보안감리프로세스 모텔에 관한 연구)

  • Youn, Sang-Hyun;Chang, Eun-Jeong;Kwon, Ho-Yeol
    • 한국IT서비스학회:학술대회논문집
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    • 2003.11a
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    • pp.407-412
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    • 2003
  • 인터넷 기술을 기반으로 하는 웹기반 시스템은 웹 브라우저를 이용한 편리한 사용성과 하이퍼링크를 이용한 효과적인 연결성을 TCP/IP 네트워크 위에서 경제적으로 제공함으로서 최근 급속히 개발이 증가하고 있다. 그러나 운영환경에서 서버 측의 다양한 플랫폼과 운영체제, 그리고 클라이언트 측의 다양한 웹 브라우저가 혼재되어 존재하는 웹기반 정보시스템의 특성은 정보시스템의 개발 뿐 만 아니라 감리에서도 기존의 메인프레임 및 클라이언트/서버 시스템의 경우와 다른 특성을 갖는다. 본 논문에서는 웹기반 정보시스템의 특성과 보안감리 규격인 SSE-CMM의 프로세스 모델에 대하여 분석한 후 웹기반 정보시스템의 보안감리를 위한 새로운 프로세스 모델에 대하여 논하였다.

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Modified distance measures for PCA-based face recognition

  • Song Young-Jun;Kim Young-Gil;Kim Nam
    • International Journal of Contents
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    • v.1 no.2
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    • pp.1-4
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    • 2005
  • In this paper, we compare 5 weighted distance measures between feature vectors with respect to the recognition performance of the principal component analysis(PCA)-based face recognition method, and propose modified weighted distance. The proposed method was modification of z, the weighted vector. The simulation was performed using the ORL face database, showed the best result for some weighted distances such as weighted manhattan, weighted angle-based, weighted modified manhattan, and weighted modified SSE. We also showed that using some various values of z(weighted values) we can achieve better recognition results that using the existing weighted value.

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Comparison of Reliability Estimation Methods for One-shot Systems Using Accelerated Life Tests (가속수명시험을 이용한 원샷 시스템의 신뢰도 추정방법 비교)

  • Son, Young-Kap;Jang, Hyun-Jung
    • Journal of Korean Institute of Industrial Engineers
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    • v.36 no.4
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    • pp.212-218
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    • 2010
  • This paper shows accuracy comparison results of reliability estimation methods for one-shot systems with respect to sample sizes. To compare accuracy in reliability estimation methods, quantal-response data, characterizing one-shot systems, were simulated using failure times of LED obtained through the accelerated life test, and then the true reliability over time was evaluated using the failure times. The simulated quantal-response data were used to estimate the true reliability through applying reliability estimation methods in open literature. Accuracy of each reliability estimation method was compared in terms of both SSE (Sum of Squared Error) and MSE (Mean Squared Error), and then estimation trend for each method is found. Feasible bounds which true reliability would exist within were estimated through applying the found trends to quantal-response data set of a real weapon system.

HIGH-SPEED SOFTWARE FRAME SYNCHRONIZER USING CIRCULAR BUFFER

  • Koo, In-Hoi;Ahn, Sang-II;Kim, Tae-Hoon;SaKong, Young-Bo
    • Proceedings of the KSRS Conference
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    • 2008.10a
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    • pp.228-231
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    • 2008
  • For a satellite data communication, the technology of frame synchronization is widely used between a sender and a receiver. Last year, we suggested zero-loss frame synchronization [1] using pattern search and using bits threshold search algorithm that is based on SIMD technology [2,3]. This algorithm could solve both of hardware and software drawbacks, which are frame loss and low processing performance. However, this algorithm didn't optimize the processing of output data, synchronized data, which caused overhead to the memory allocation and the memory copy. Consequently, the performance of the frame synchronizer application was degraded. In this paper, we enhance previous work using a circular buffer in order to optimize the output data processing. The performance comparison with the previous algorithm shows that the enhanced proposed approach dramatically outperforms in the output data processing speed.

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Optimized Implementing A new fast secure hash function LSH using SIMD supported by the Intel CPU (Intel CPU에서 지원하는 SIMD를 이용한 고속해시함수 LSH 최적화 구현)

  • Song, Haeng-Gwon;Lee, Ok-yeon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.701-704
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    • 2015
  • 해시함수는 사회 전반에 걸쳐 무결성 및 인증을 제공하기 위하여서 사용하는 함수로써 암호학적으로 중요한 함수이다. 본 논문에서는 2014년 국가보안기술 연구소에서 개발한 해시함수 LSH를 하드웨어적인 구현이 아닌 소프트웨어적인 구현을 수행하였고 또한 Intel CPU 상에서 동작하는 SIMD 기법인 SSE를 이용하여 LSH 알고리즘의 최적화 구현을 수행한다. 고속해시함수 LSH 알고리즘에서 사용하는 주 연산은 ARX(Addition Rotation, Xor)연산으로 SIMD를 적용하기에 용이한 구조로 되어 있다. 본 논문에서는 기존 32 비트 단위의 연산을 수행하는 LSH 알고리즘을 SIMD를 이용하여 128비트 단위의 연산을 수행 하도록 개발하였다. 그 결과 Intel Xeon CPU에서 SIMED를 적용한 결과 적용하지 않은 LSH 알고리즘보다 최대 2.79배의 성능의 향상을 확인 할 수 있다.

Current State of Occupational Health in Small-Scale-Enterprises of Korea (50인 미만 소규모사업장의 보건관리 실태)

  • Yun, Soon-Nyung;Kim, Young-Im;Jung, Hye-Sun;Kim, Soon-Lae;Yoo, Kyung-Hae;Song, Young-Sook;Kim, Hwa-Joong
    • Research in Community and Public Health Nursing
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    • v.11 no.1
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    • pp.90-104
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    • 2000
  • This study was carried out to investigate the current state of occupational health management and characteristics of employees working in small-scale-enterprises (SSE) employing less than 50 workers. Samples were chosen among the two thousands employees working in 838 factories where located in Youngdungpo-Ku, Seoul, Korea. The study results were as followed: 1. Most factories investigated in the study were manufactures (68.6%) which were established in 5 to 10 years ago (29.2%), employing less than 5 workers (72.9%) and registered in accident compensation insurance (23.0%). 2. Health screening was undertaken in 24.9% workplaces for periodic health examination and in 1.5% for special health examination. Environmental monitoring was done in 3.3% factories. Very few factories displayed Material Substance Data Sheet (MSDS) in 3.1% among the total factories. 3. Workplaces usually had their own toilets in 75.9% and washing basin in 58.6% as types of sociowelfare facilities. 4. Employees responded in the study were mostly in the range of age from 30 to 39 in 34.7%. male in 84.8%. the married in 70.3%. manual workers in 42.0%. mostly working regularly 51 hours per a week in 48.2% and earned 710.000 Won to 1.000.000 Won per month in 35.0%. Medical utilization for employees were covered by factories sponsored medical insurance in 12.7% and by provincial sponsored medical insurance in 83.4%. 5. Two point six percents of employees were suffered by diseases. The health complaints indicated were mainly digestive problems in 46.7% and hypertension in 24.4%. 6. Employees wore personal protective equipments for work such as gloves in 48.1%. safety shoes in 30.5%. ear plug in 5.5% and mask in 6.9%. Based on the results of study, we recommend that various types of occupational health management should be developed according to workplace working condition of each factory. In addition to the development of occupational health strategies. we think that it is more important to monitor and to allocate how effectively they operate each other on the basis of longitudinal continuity. Besides, we would like to insist that these all management effort should be focused on prevention of disease and occupational health education of employees.

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Preliminary Study on the Enhancement of Reconstruction Speed for Emission Computed Tomography Using Parallel Processing (병렬 연산을 이용한 방출 단층 영상의 재구성 속도향상 기초연구)

  • Park, Min-Jae;Lee, Jae-Sung;Kim, Soo-Mee;Kang, Ji-Yeon;Lee, Dong-Soo;Park, Kwang-Suk
    • Nuclear Medicine and Molecular Imaging
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    • v.43 no.5
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    • pp.443-450
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    • 2009
  • Purpose: Conventional image reconstruction uses simplified physical models of projection. However, real physics, for example 3D reconstruction, takes too long time to process all the data in clinic and is unable in a common reconstruction machine because of the large memory for complex physical models. We suggest the realistic distributed memory model of fast-reconstruction using parallel processing on personal computers to enable large-scale technologies. Materials and Methods: The preliminary tests for the possibility on virtual manchines and various performance test on commercial super computer, Tachyon were performed. Expectation maximization algorithm with common 2D projection and realistic 3D line of response were tested. Since the process time was getting slower (max 6 times) after a certain iteration, optimization for compiler was performed to maximize the efficiency of parallelization. Results: Parallel processing of a program on multiple computers was available on Linux with MPICH and NFS. We verified that differences between parallel processed image and single processed image at the same iterations were under the significant digits of floating point number, about 6 bit. Double processors showed good efficiency (1.96 times) of parallel computing. Delay phenomenon was solved by vectorization method using SSE. Conclusion: Through the study, realistic parallel computing system in clinic was established to be able to reconstruct by plenty of memory using the realistic physical models which was impossible to simplify.

A Study on the Development of Strength Prediction Model and Strength Control for Construction Field by Maturity Method (적산온도 방법에 의한 강도예측모델 개발 및 건설생산현장에서의 강도관리에 관한 연구)

  • Kim, Moo-Han;Jang, Jong-Ho;Nam, Jae-Hyun;Khil, Bae-Su;Kang, Suk-Pyo
    • Journal of the Korea Concrete Institute
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    • v.15 no.1
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    • pp.87-94
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    • 2003
  • Construction plan and strength control have limitations in construction production field because it is difficult to predict the form removal strength and development of specified concrete strength. However, we can have reasonable construction plan and strength control if prediction of concrete strength is available. In this study, firstly, the newly proposed strength prediction model with maturity method was compared with the logistic model to test the adaptability. Secondly, the determination of time of form removal was verified through the new strength prediction model. As the results, it is found that investigation of the activation energy that are used to calculate equivalent age is necessary, and new strength prediction model was proved to be more accurate in the strength prediction than logistic model in the early age. Moreover, the use of new model was more reasonable because it has low SSE and high decisive factor. If we adopt new strength prediction model at construction field, we can expect the reduced period of work through the reduced time of form removal.