• 제목/요약/키워드: large-scale data

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소축적 지도제작을 위한 데이터 감축 기법에 관한 연구 (A Study on the Data Reduction Techniques for Small Scale Map Production)

  • 곽강율;이호남;김명배
    • 한국측량학회지
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    • 제13권1호
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    • pp.77-83
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    • 1995
  • 수치지도 제작의 일반화 기법은 대축척 실측 지도를 이용한 소축척 편집 지도의 자동 제작과 수치 지도 데이터 베이스 구축 등의 활용 분야에 필수적 요소이다. 본 연구는 수작업으로 처리되고 있는 편집도의 제작을 자동화하기 위한 방안으로 디지탈 환경하에서의 일반화 기법에 대한 연구로서 Zero-Crossing알고리즘을 국립지리원 발행 l/5,000지도 6도엽에 포함되어 있는 전남 여수 일대의 해안선에 적용, 다양한 단순화 허용 범위에 의해 수치 지도를 제작하여 편집도와 도해적인 표현 방법에 대한 문제점을 비교 분석하였다. 또한, Zero-Crossing알고리즘에 의한 단순화의 효용성을 입증하기 위해 Douglas-Peucker알고리즘을 이용한 단순화 결과와 비교 분석을 하였으며, 단순화의 허용 범위별로 일반화가 이루어진 수치 지도와 수작업으로 제작된 편집도와의 비교를 통해 일반화된 Line에 대한 평가를 도출하고, 단순화 허용 범위의 선택에 따른 효율성을 판단하기 위해 일반화 처리 결과의 데이타 용량을 분석하였다.

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일본의 대규모 소매점포 규제 정책 변화에 관한 연구 (A Study on the Changes in Regulatory Policy against Large-scale Retail Stores in Japan)

  • 김승희;김영기
    • 유통과학연구
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    • 제12권11호
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    • pp.55-65
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    • 2014
  • Purpose - This study aims to investigate the process of political changes in Japan, which has introduced regulatory policies for large-scale retail stores since the 1930s, as well as the examples, and suggests improvement schemes for our policies in Korea, which imposes restrictions on business hours and forced holidays in accordance with the current Distribution Industry Development Act. Research design, data, and methodology - After examining the political change processes related to large-scale retail stores in japan, this study analyzes individually regulated cases based on the ordinances enacted by each local government. Through case analysis in Japan, this study makes political suggestions that may be helpful for our country substantially. Results - Since there is an obvious possibility that our economic restrictions on business hours and mandatory holidays do not coincide with WTO GATS, it is necessary for large-scale distributors to introduce new social and environmental regulations similar to Japan, rather than imposing controls to restrict free competition and also introduce a policy to induce cooperation with small businesses for the advancement of the distribution industry. Thus, it is desirable to take measures on noise, waste, traffic, and parking for the preservation of the living environment in the surroundings when building new large-scale retail stores. It is also important to establish measures to improve the welfare of neighborhood residents and consumers, create a pleasant urban environment, and make it mandatory to make presentations at public hearings among residents. Furthermore, it should be mandatory to establish regional contribution plans when a retail store is established, and take measures to solve various civil complaints or problems that may occur after entering the market. Moreover, it is desirable for large-scale retail stores that entered the market to induce cooperation in performing various activities in the area with a strong sense that they are all members of the local economy. Conclusions - If introducing social regulations like in Japan, there is probably an advantage that the conflicts seen when large-scale retail stores enter the market are absorbed by adjusting the persons concerned within the established institution in order to establish a field to solve such conflicts systematically. In contrast, there are still concerns regarding chaotic operation without any active attempts to have a conversation with large-scale retail stores and local small merchants due to a sharp conflict among the persons concerned, and if it is a briefing session without any decision of the restrictions on their opening itself, there may be doubts with regard to their effectiveness. Moreover, if the de facto opening is restricted by the introduction of such a briefing session procedure, the choice of whether to protect the existing rights of large-scale retail stores might become problematic. However, such problems could be minimized in a way by forming a separate consultative group for all persons concerned including residents, local governments, professionals, civic organizations, small merchants, and massive retail store-related persons.

화장품(化粧品) 점포선택행동(店鋪選擇行動)에 관(關)한 연구(硏究) - 백화점(百貨店)과 대형할인점(大形割引店)을 중심(中心)으로 - (A Study on the Cosmetics Store Selection Behavior - Department Stores and Large-Scale Discount Stores -)

  • 선정희;유태순
    • 패션비즈니스
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    • 제8권2호
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    • pp.42-55
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    • 2004
  • The purpose of this study was to classify the contents of department stores and large-scale discount stores of consumer on information source, shopping orientation and store image in an effort to determine which variable gave a crucial impact on cosmetics department stores and large-scale discount stores selection behavior. The subjects of this study were 557 adult women visited department store and large-scale discount store in Busan. The data were analyzed by using Factor analysis, Frequency analysis, Correlation analysis, Cronabach $\alpha$ and Regression analysis. The results were as follows; 1. There was a difference in the demographical characteristics on department stores and large-scale discount stores of consumers. 2. Shopping Orientation of consumers were categorized into 5 types, and information source of consumers did 3 types, and store image of consumers did 5 types. 3. Leisure utilization, store & brand loyalty, store information, personal information, massmedia information, product & operate on, store atmosphere & salesperson and shopping convenience had positive correlations with cosmetics department stores selection beavior. but convenient location, rationality & economy and sales promotion had negative correlations with cosmetics department stores selection beavior. 4. Rationality & economy and sales promotion had positive correlations with cosmetics large-scale discount stores selection beavior. but convenient location, leisure utilization, store & brand loyalty, massmedia information, product & operate on, store atmosphere & salesperson and shopping convenience had negative correlations with cosmetics large-scale discount stores selection beavior. 5. Age, income, business(-), convenient location(-), rationality & economy(-), leisure utilization, store & brand loyalty, store information, personal information, massmedia information, store atmosphere & salesperson, shopping convenience and sales promotion(-) had a direct effect on cosmetics department stores selection beavior. Age, income, marriage, education had an indirect effect on department stores selection beavior through information source and store image, and information source did through store image, and shopping orientation did through store image. 6. Rationality & economy, convenient location(-), leisure utilization(-), store & brand loyalty(-), buying independence(-), personal information, massmedia information(-), product & operate on(-), shopping convenience(-) and sales promotion had a direct effect on cosmetics large-scale discount stores selection beavior. Age, income, marriage, education had an indirect effect on large-scale discount stores selection beavior through information source, shopping orientation and store image, and information source did through store image, and shopping orientation did through store image.

하둡과 맵리듀스 (Hadoop and MapReduce)

  • 박정혁;이상열;강다현;원중호
    • Journal of the Korean Data and Information Science Society
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    • 제24권5호
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    • pp.1013-1027
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    • 2013
  • 대용량 데이터 분석의 필요성이 급격히 증대되면서 이를 가능케 해 주는 플랫폼인 하둡과 그 내부적인 계산 모형인 맵리듀스에 대한 관심 또한 늘고 있다. 본고에서는 R 등의 통계 프로그래밍에 익숙한 데이터 분석가가 하둡을 사용하고자 할 때 알아야 할 기본 개념들을 R과 하둡을 결합하는 몇가지 예제와 함께 소개한다.

대단위 협력 연구개발 사업을 위한 통합정보시스템 구축 (The development of integrated information system for the large scale cooperative R & D project)

  • 이원중;김의준
    • 항공우주기술
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    • 제7권2호
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    • pp.38-45
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    • 2008
  • It is challenging to build the integrated information system for a large scale cooperative R & D project. To develop the aircraft program which especially has several leading agencies and is supported by many demestic/foreign participating companies, the common data flow in harmony is the core factor to achieve a development goal. For this, the development are carried out maintaining the existing management systems of agencies and companies. As a first step, the standard for the common data information and the classification category of technical data are defined. Second, the work flow standards are also set. Based on the foundation, the efficient technical data management system are built including the function of storage, inquiry, revision, link, approval, submission, etc.

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A SENSOR DATA PROCESSING SYSTEM FOR LARGE SCALE CONTEXT AWARENESS

  • Choi Byung Kab;Jung Young Jin;Lee Yang Koo;Park Mi;Ryu Keun Ho;Kim Kyung Ok
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
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    • pp.333-336
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    • 2005
  • The advance of wireless telecommunication and observation technologies leads developing sensor and sensor network for serving the context information continuously. Besides, in order to understand and cope with the context awareness based on the sensor network, it is becoming important issue to deal with plentiful data transmitted from various sensors. Therefore, we propose a context awareness system to deal with the plentiful sensor data in a vast area such as the prevention of a forest fire, the warning system for detecting environmental pollution, and the analysis of the traffic information, etc. The proposed system consists of the context acquisition to collect and store various sensor data, the knowledge base to keep context information and context log, the rule manager to process context information depending on user defined rules, and the situation information manager to analysis and recognize the context, etc. The proposed system is implemented for managing renewable energy data management transmitted from a large scale area.

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MapReduce 시스템을 위한 에너지 관리 알고리즘의 성능평가 (Performance Evaluation of Energy Management Algorithms for MapReduce System)

  • 김민기;조행래
    • 대한임베디드공학회논문지
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    • 제9권2호
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    • pp.109-115
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    • 2014
  • Analyzing large scale data has become an important activity for many organizations. Since MapReduce is a promising tool for processing the massive data sets, there are increasing studies to evaluate the performance of various algorithms related to MapReduce. In this paper, we first develop a simulation framework that includes MapReduce workload model, data center model, and the model of data access pattern. Then we propose two algorithms that can reduce the energy consumption of MapReduce systems. Using the simulation framework, we evaluate the performance of the proposed algorithms under different application characteristics and configurations of data centers.

대형구조물의 분산구조해석을 위한 PCG 알고리즘 (Distributed Structural Analysis Algorithms for Large-Scale Structures based on PCG Algorithms)

  • 권윤한;박효선
    • 한국전산구조공학회논문집
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    • 제12권3호
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    • pp.385-396
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    • 1999
  • 최근 공학분야에서 다루어지고 있는 문제의 규모가 대형화하고 있으며 이러한 대형구조물의 구조설계는 부재의 강도설계 및 절점의 변위조절을 위하여 많은 수의 구조해석을 요구한다. 한 대의 개인용 컴퓨터에 의한 대형구조물의 구조해석은 대용량의 기억장치와 많은 계산 시간이 요구되므로 반복적 해석이 필요한 대형구조물의 설계에 효율적으로 이용되기 어려운 실정이다. 따라서, 본 논문에서는 이러한 문제에 대한 대안으로 다수의 개인용 컴퓨터들을 네트워크로 연결하여 고성능 병렬연산시스템을 구성하고 이에 적합한 두 가지 형태의 분산구조방정식해법들을 반복법인 PCG 알고리즘을 이용하여 개발하였다. 대형구조물을 위한 분산구조해석법은 구조해석 과정에 요구되는 각 컴퓨터 상호 간의 통신회수와 통신량을 최소화할 수 있도록 개발되었다. 분산구조해석법의 성능은 대규모 3차원 트러스 구조물 및 144층 가새 튜브구조물의 구조해석에 적용하여 분석하였다.

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LSC를 이용한 생활용품의 발열량 특성에 관한 연구 (A Study on the Heat Release Characteristic of Household Items using LSC(Large Scale Cone Calorimeter))

  • 박영주;백창선;이해평;홍이표
    • 한국안전학회지
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    • 제30권3호
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    • pp.38-44
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    • 2015
  • For this study, fire tests were performed targeting household items (Sofa, Drawer, Refrigerator, Washing machine) using a large cone calorimeter (Large Scale Cone Calorimeter, LSC). The data were obtained focusing on the fire characteristic of the data when the actual fire occurs. The study results showed the following mean HRR of the household items; drawer 2843 KW, sofa 2939 KW, washing machine 719 KW, refrigerator 2907 KW, and THR is found in sofa 2202 MJ, drawer 1559 MJ, refrigerator 1193 MJ, washing machine 627 MJ. From the result, it could be found that the sofa can cause significant heat generation when the fire occurs, and the flashover tendency was found relatively high in compartment fire. In addition, a weight of the four our household items was reduced sharply in a similar time (20min before and after) degree after ignition. The drawer and sofa which has a high heat release can be considered to speed up the fire spread as their weight decrease rapidly and showed relatively weak to the fire compared to the refrigerator and washing machine.

초대형 해석 결과의 분석을 위한 고해상도 타일 가시화 시스템 개발 (High-Resolution Tiled Display System for Visualization of Large-scale Analysis Data)

  • 김홍성;조진연;양진오
    • 한국항공우주학회지
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    • 제34권6호
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    • pp.67-74
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    • 2006
  • 본 논문에서는 저가의 클러스터 컴퓨터 시스템과 저해상도 영상장비들을 이용하여 초대형 해석 데이터를 정밀하게 분석할 수 있는 고해상도 타일 가시화 시스템을 개발하였다. 타일 가시화 하드웨어 구축 시 유의점을 고찰하고, 화면왜곡 현상을 제거할 수 있는 빔프로젝터 위치조절장치를 설계/제작하였다. 타일 가시화 소프트웨어 개발에서 그래픽 사용자 인터페이스와 렌더링을 위해서는 Qt와 OpenGL 라이브러리를 이용하였다. 또한 LAM-MPI 라이브러리를 통해 각각의 클러스터 컴퓨터 노드로부터 얻게 되는 조각적인 화면들을 전체의 한 화면으로 동기화시켜 왜곡 없는 전체 타일 영상을 만들도록 하였다.