• Title/Summary/Keyword: Large Scale Data

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LD-based tagSNP Selection System for Large-scale Haplotype and Genotype Datasets (대용량의 Haplotype과 Genotype데이터에 대한 LD기반의 tagSNP 선택 시스템)

  • Kim, Sang-Jun;Yeo, Sang-Soo;Kim, Sung-Kwon
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2004.11a
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    • pp.279-285
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    • 2004
  • In the disease association study, the tagSNP selection problem is important at the view of time and cost. We developed the new tagSNP selection system that has also facilities for the haplotype reconstruction and missing data processing. In our system, we improved biological meanings using LD coefficients as well as dynamic programming method. And our system has capability of processing large -scale dataset, such as the total SNPs on a chromosome. We have tested our system with various dataset from daly et al., patil et al., HapMap Project, artificial dataset, and so on.

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Development of Large Scale Programmable Controller (대형 프로그래머블 콘트롤러의 개발 2 : Part II (S/W))

  • 권욱현;박홍성;최한홍;김덕우
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10b
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    • pp.413-418
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    • 1987
  • The software developed for the large scale Programmable Controller consists of the programmer's S/W, the Controller's S/W the RBC's (Remote Base Controller's) S/W and the Analog's S/W. The programmer's S/W, running on the Programmer, includes the editor, the compiler, the communication program, and some other programs for easy use. The Controller S/W, which requires the fast scanning time, consists of the BTI( Block Type Instruction) solving program, the timer service routine, the i/o update program, the communication program and etc. The RBC's S/W includes the communication program, the error recovery program and the i/o processing program. The analog S/W, controlled by the Programmer, includes the PID program. The data communication between the Programmer and the Controller the Controller and the RBC, and the RBC and the Analog are developed.

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Web based control modules Using LonWorks/Ethernet Server for Control a large Scale Renewable Energy System in Building (빌딩용 신.재생에너지시스템 제어를 위한 LonWorks기반 원격 제어모듈 개발)

  • Hong, Wonl-Pyo
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.1706-1711
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    • 2008
  • This paper proposes a new Web based-control concept & design method and implementation of LonWorks network system for a large scale renewable energy energy control and monitoring system in building. The Experimental LonWorks network system using LonWorks/Ethernet(Web) server is designed and fabricated. This article addresses issues in architecture of LonWorks/Ethernet sever, embedded processors architecture for converting LonTalks protocol to Modbus protocol and software, and Internet technologies. It is also verified that the multi-induction motor control and monitoring system using LonWorks/Ethernet server have available, interoperable, reliable performance characteristics from the experimental results, Especially, The seamless integration of TCP/IP networks with control networks allows access to any control point from anywhere. Thus, the results provide a available technical data for remote distributed control system of industrial and buildings field.

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A Study on Performance of Cooling Fan for Auto Transmission Oil Cooler in the Large-Size Diesel Engine (대형 디젤엔진 자동변속기 오일쿨러 냉각팬 성능에 관한 연구)

  • Yi, Chung-Seob;Suh, Jeong-Se;Song, Chul-Ki;Yun, Ji-Hun
    • The KSFM Journal of Fluid Machinery
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    • v.13 no.6
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    • pp.71-76
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    • 2010
  • This study has investigated numerically and experimentally the flow characteristic of air-cooling fan for transmission oil cooler in the large-size diesel engine. Impellers of cooler were composed of eight normal-scale and eight small-scale blades in the zig-zag pattern. In order to increase the discharge pressure of cooling fan, turbo type of fan blade is proposed in the impeller for transmission oil cooler. The fluidic performance of cooling fan has been estimated numerically by using the commercial code and experimentally carried out with reference on AMCA Standard 210-99. As a result, it is confirmed that the numerical result for performance curve is in good agreement with experimental data.

An Empirical Study on Faults Prediction for Large Scale Telecommunication Software (대규모 통신 소프트웨어의 결함 수 예측에 관한 사례 연구)

  • Park, Young-Sik;Yoon, Byeong-Nam;Lim, Jae-Hak
    • Journal of Korean Society for Quality Management
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    • v.27 no.2
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    • pp.263-276
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    • 1999
  • In this paper, we consider the change request data collected from the system test of a large-scale telecommunication software and analyze the types and causes of failures. And we develop statistical models that incorporate a functional relation between the faults and some software metrics. To this end, we consider three possible regression models including a stepwise regression model and two nonlinear models. Three developed models are evaluated with respect to the predictive quality. We also discuss the advantage of proposed models and the application of our model to a new project.

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Clustering Algorithm of Hierarchical Structures in Large-Scale Wireless Sensor and Actuator Networks

  • Quang, Pham Tran Anh;Kim, Dong-Seong
    • Journal of Communications and Networks
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    • v.17 no.5
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    • pp.473-481
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    • 2015
  • In this study, we propose a clustering algorithm to enhance the performance of wireless sensor and actuator networks (WSANs). In each cluster, a multi-level hierarchical structure can be applied to reduce energy consumption. In addition to the cluster head, some nodes can be selected as intermediate nodes (INs). Each IN manages a subcluster that includes its neighbors. INs aggregate data from members in its subcluster, then send them to the cluster head. The selection of intermediate nodes aiming to optimize energy consumption can be considered high computational complexity mixed-integer linear programming. Therefore, a heuristic lowest energy path searching algorithm is proposed to reduce computational time. Moreover, a channel assignment scheme for subclusters is proposed to minimize interference between neighboring subclusters, thereby increasing aggregated throughput. Simulation results confirm that the proposed scheme can prolong network lifetime in WSANs.

A Vector Instruction-based RISC Architecture for a Photovoltaic System Monitoring Camera

  • Choi, Youngho;Ahn, Hyungkeun
    • Transactions on Electrical and Electronic Materials
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    • v.13 no.6
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    • pp.278-282
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    • 2012
  • Photovoltaic systems have emerged to be one of the cleanest energy systems. Therefore, many large scale solar parks and PV farms have been built to prepare for the post fossil fuel ages. However, due to their large scale, to efficiently manage and operate PV systems, they need to be visually monitored within the range of infrared ray through the Internet. To satisfy this need, the efficient implementation of a high performance video compression standard is required. This paper therefore presents an implementation of H.264 motion estimation, which is one of the most data-intensive and complicated functions in H.264. To achieve this, this work implements vector instructions in hardware and incorporates them in a generic RISC processor architecture, thus increasing the processing speed while minimizing hardware and software design efforts. Extensive simulation results show that this proposed implementation can process motion estimations up to 13 times faster.

Development of Parallel Eigenvalue Solution Algorithm with Substructuring Techniques (부구조기법을 이용한 병렬 고유치해석 알고리즘 개발)

  • 김재홍;성창원;박효선
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 1999.10a
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    • pp.411-420
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    • 1999
  • The computational model and a new eigenvalue solution algorithm for large-scale structures is presented in the form of parallel computation. The computational loads and data storages required during the solution process are drastically reduced by evenly distributing computational loads to each processor. As the parallel computational model, multiple personal computers are connected by 10Mbits per second Ethernet card. In this study substructuring techniques and static condensation method are adopted for modeling a large-scale structure. To reduce the size of an eigenvalue problem the interface degrees of freedom and one lateral degree of freedom are selected as the master degrees of freedom in each substructure. The performance of the proposed parallel algorithm is demonstrated by applying the algorithm to dynamic analysis of two-dimensional structures.

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Construction of Requirement Management Database for Test and Evaluation of High Speed Rollingstock 350 eXperimental (한국형 고속열차 신뢰성 시험평가 요건관리 체계 구축)

  • Lee, Tae-Hyung;Park, Chan-Kyung;Kang, Byung-Mo;Son, Kwang-Soo
    • Proceedings of the KSR Conference
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    • 2006.11b
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    • pp.164-169
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    • 2006
  • A high-speed rail system represents a typical example of large-scale multi-disciplinary systems, consisting of subsystems such as train, electrical hardware, electronics, control, information, communication, civil technology etc. The system design and acquisition data of the large-scale system must be the subject under strict configuration control and management. This paper presents the results from systems engineering application to High Speed Rollingstock 350 eXperimental for management of test and evaluation.

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Study on the Basic Design of Large Scale Solar Thermal Power Plant System (대규모 태양열 발전시스템 기본설계 특성 분석)

  • Kim, Jong-Kyu;Kang, Yong-Heack;Kim, Jin-Su;Lee, Sang-Nam;Yu, Chang-Kyun;Yun, Hwan-Ki
    • 한국신재생에너지학회:학술대회논문집
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    • 2006.06a
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    • pp.576-579
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    • 2006
  • This paper describes characteristics and procedure of the basic design of large scale solar thermal power plant system. The evaluation is based on the operating data of CESA-I, solar central receiver plant. In order to evaluate the solar irradiation on the receiver, it is necessary to calculate the amount of thermal energy consumption at steam turbine and storage system in the STPPS. Especially, it is need to take into account of the storage and operating time to design a plant efficiently. In addition, basic design is performed for the CESA-I using the software tool of THERMOFLEX program. Based on the results, It is at lowed to use the program to investigate detail performance of each units of the STPPS by varying the operating conditions.

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