• Title/Summary/Keyword: Data Processing Software

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Constructing with XML Data and XSLT for Process Asset Library(PAL) (프로세스 자산 라이브러리(PAL)위한 XML Data와 XSLT 기반 구축)

  • Jang, WooSung;Hwang, JunSun;Kim, DongHo;Seo, ChaeYun;Kim, R. YoungChul;Park, ByungHo;Lee, SangEun;Kim, YoungSoo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2015.10a
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    • pp.956-958
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    • 2015
  • 소프트웨어 개발 프로세스 진행 중 산출 문서를 제작에 많은 시간적 비용이 필요하다. 또한 빈번한 데이터 또는 템플릿이 변경으로 수정 비용이 추가적으로 발생된다. 만일 개발 프로세스 과정에 PAL을 적용하여 자동 문서 생성이 가능하여 시간적 비용을 감소시킬 수 있다. 이를 위해, XML와 XSLT 기반의 PAL 엔진 설계 방법을 제안한다. 또한 표준 언어를 사용함으로써, 첫째로 시스템 관리자가 쉽게 문서 템플릿을 수정 가능하며, 둘째로 기존 시스템에 빠르게 적용 할 수 있다. 추가로 HTML 코드로 문서를 생성하여 일반 웹 브라우저에서 결과 문서 출력이 가능하다.

An Approach to Measuring Beacon Distance Using ANN (ANN을 사용한 비콘 거리측정 기법 연구)

  • Noh, Jiwoo;Kang, Seunghyeon;Kim, Taeyeong;Jang, Jihyun;Kim, Suntae;Lee, JeongHyu;Kang, YunGu;Park, YouBin;Choi, Eddy
    • Proceedings of the Korea Information Processing Society Conference
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    • 2018.05a
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    • pp.242-243
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    • 2018
  • 무선 통신기술이 발전함에 따라 위치기반 서비스에 대한 관심 또한 증가하고 있다. 그 중 저전력 블루투스 기술을 사용한 비콘(Beacon)은 실내 위치인식이 불가능한 GPS와 달리 실내에서도 측위가 가능하여 사용성이 주목 받고 있다. 그러나 비콘으로부터 수신되는 RSSI(Received Signal Strength Indication) 값은 여러 환경요소로부터 영향을 받기 때문에 RSSI값을 기반으로 한 거리측정이 실제거리와의 오차가 크게 나타난다. 이에 따른 문제를 해결하기 위한 기존의 연구들이 존재하지만 평균적으로 10m이하의 거리에서 2m의 오차를 나타내고 있다. 본 연구에서는 RSSI의 오차를 줄이기 위해 확장 칼만 필터와 신호 안정화 필터를 사용하여 Raw Data를 전처리 한 후 산출된 Cleaned Data를 기반으로 각 거리단위에 최적화된 ANN(Artificial Neural Network)모델을 생성하여 거리를 측정하는 기법을 제안한다.

Technology Trends in CXL Memory and Utilization Software (CXL 메모리 및 활용 소프트웨어 기술 동향 )

  • H.Y. Ahn;S.Y. Kim;Y.M. Park;W.J. Han
    • Electronics and Telecommunications Trends
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    • v.39 no.1
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    • pp.62-73
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    • 2024
  • Artificial intelligence relies on data-driven analysis, and the data processing performance strongly depends on factors such as memory capacity, bandwidth, and latency. Fast and large-capacity memory can be achieved by composing numerous high-performance memory units connected via high-performance interconnects, such as Compute Express Link (CXL). CXL is designed to enable efficient communication between central processing units, memory, accelerators, storage, and other computing resources. By adopting CXL, a composable computing architecture can be implemented, enabling flexible server resource configuration using a pool of computing resources. Thus, manufacturers are actively developing hardware and software solutions to support CXL. We present a survey of the latest software for CXL memory utilization and the most recent CXL memory emulation software. The former supports efficient use of CXL memory, and the latter offers a development environment that allows developers to optimize their software for the hardware architecture before commercial release of CXL memory devices. Furthermore, we review key technologies for improving the performance of both the CXL memory pool and CXL-based composable computing architecture along with various use cases.

Construction of Data Book for Understanding Software Components (소프트웨어 컴포넌트 이해를 위한 데이터 북 구성)

  • Kim, Seon-Hui;Choe, Eun-Man
    • The KIPS Transactions:PartD
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    • v.9D no.3
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    • pp.399-408
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    • 2002
  • Component technology was proposed and applied to software development to overcome software crisis. Software component is a black box like an integrated circuit in hardware but it can not be utilized without good support specially for helping users understand efficiently. This paper shows that data book format for understanding hardware component can be well applied to representing software component. We selected an approach to understand component by matching the contents of data book with UML and API model technique. Besides, we added the architecture part and the interface which are the most important property of software component to the data book for software components. In order to verify effectiveness of components data book we extended batch descriptor in EJB and performed an experiment providing data book to programmers with components.

A Flexible and Expandable Representation Framework for Computational Science Data

  • Kim, Jaesung;Ahn, Sunil;Lee, Jeongchoel;Lee, Jongsuk Ruth
    • Journal of Internet Computing and Services
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    • v.21 no.3
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    • pp.41-51
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    • 2020
  • EDISON is a web-based platform that provides easy and convenient use of simulation software on high-performance computers. One of the most important roles of a computational science platform, such as EDISON, is to post-process and represent the simulation results data so that the user can easily understand the data. We interviewed EDISON users and collected requirements for post-processing and represent of simulation results, which included i) flexible data representation, ii) supporting various data representation components, and iii) flexible and easy development of view template. In previous studies, it was difficult to develop or contribute data representation components, and the view templates were not able to be shared or recycled. This causes a problem that makes it difficult to create ecosystems for the representation tool development of numerous simulation software. EDISON-VIEW is a framework for post-processing and representing simulation results produced from the EDISON platform. This paper proposes various methods used in the design and development of the EDISON-VIEW framework to solve the above requirements and problems. We have verified its usefulness by applying it to simulation software in various fields such as material, computational fluid dynamics, computational structural dynamics, and computational chemistry.

Digital Image Processing of Radar Image (레이다아 영상의 디지털 영화처리)

  • 손진현;홍창홍;류대근;김동일;김기문
    • Journal of the Korean Institute of Navigation
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    • v.13 no.1
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    • pp.11-20
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    • 1989
  • Radar image data were collected through the on-line data acquisition system of A/D converter and personal computer, and the image was restorated on CRT or plotter after digital image processing of the data. The digital image processing system which was developed for this study, consisted of some kinds of software as follows : rearrangement, transformation, and enhancement of the image data in real space or frequency space by Fourier transform, edge detection of the image, compact processing, state inferential processing, and so on. Since the image of PPI radar sweeps from the center to the circumference of a circle, the image within a given period has the shape of fan. Therefore the acquired data were transformed to have the same interval as that of data in outmost concentricity. The results of various image processing methods using transformed data were better than those of the methods using original data.

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Data Transmission Processing System Design for Real-Time Distributed Simulation by Using Software Design Patterns (소프트웨어 디자인 패턴을 적용한 실시간 분산 시뮬레이션을 위한 데이터 전달처리 시스템 설계)

  • Suk, Jin-Weon;Ryoo, In-Tae
    • Journal of Digital Contents Society
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    • v.10 no.4
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    • pp.649-657
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    • 2009
  • Usually, The data transmission processing efficiency of the distributed system running on high speed networks depends on the system architecture and the data transmission processing system. In order to secure the real-time rate and the system reliability, the real-time distributed simulation system on the distributed environment has tried to satisfy the performance required by the data transmission processing system. However, the client/server-based data transmission processing system in the real-time simulation system has been difficult to satisfy the system stability, extensibility and maintenability, especially when system changes. So, it is natural to study another improved data transmission processing system to solve the problems at the existing real-time simulation system. After analyzing the existing real-time simulation system, this paper will propose the improved real-time data transmission system by using Software Design Pattern, which enhances extensibility, interoperability, reusability and maintenability of the system.

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The Dessing and Implementation of the SPR/SCR Management System for Reliability Data Collection and Analysis (신뢰성 데이터 수집 및 분석을 위한 SPR/SCR 관리 시스템의 설계 및 구현)

  • Lee, Chang-Hui;Han, Pan-Am
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.2
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    • pp.409-429
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    • 1997
  • Problems encountered during software development or pteration nay result from defects in the software,ghrdware,or their oterations.Because of their diversity,the determination of the sources of a problem and its corrective adtion requires a centrally controlled system for monitoring provlems and detemining systematiccauses. In the paper,the SPR/SCR management system was developed and applied for the collection and analysis of the error data,process data and product data delected by each phasd in SDLC.There are four objectibes in the SPR/SCR management system.The first is to assure that software errors are documented,corrected,and vot forgottem. The second is to assure that SPR.are assessed for their validity.The third is to provide feedback on SPR status to the developer and the user.The fourth is ot prvide data for measuring and prediciting sofware quality and reliability.These goals could be satisfied by the application of the SPR/SCR mangement system.Also,the accomplishment rate of software reliability,criterion of test completion,estimation of release time, efficient development and management can be reflected by applying the SPR/SCR management system.

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YOLOv4-based real-time object detection and trimming for dogs' activity analysis (강아지 행동 분석을 위한 YOLOv4 기반의 실시간 객체 탐지 및 트리밍)

  • Atif, Othmane;Lee, Jonguk;Park, Daihee;Chung, Yongwha
    • Proceedings of the Korea Information Processing Society Conference
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    • 2020.11a
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    • pp.967-970
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    • 2020
  • In a previous work we have done, we presented a monitoring system to automatically detect some dogs' behaviors from videos. However, the input video data used by that system was pre-trimmed to ensure it contained a dog only. In a real-life situation, the monitoring system would continuously receive video data, including frames that are empty and ones that contain people. In this paper, we propose a YOLOv4-based system for automatic object detection and trimming of dog videos. Sequences of frames trimmed from the video data received from the camera are analyzed to detect dogs and people frame by frame using a YOLOv4 model, and then records of the occurrences of dogs and people are generated. The records of each sequence are then analyzed through a rule-based decision tree to classify the sequence, forward it if it contains a dog only or ignore it otherwise. The results of the experiments on long untrimmed videos show that our proposed method manages an excellent detection performance reaching 0.97 in average of precision, recall and f-1 score at a detection rate of approximately 30 fps, guaranteeing with that real-time processing.

Geometric Correction of the NOAA/AVHRR Imagery (NOAA/AVHRR 영상의 기하학적 보정)

  • 서명석;신경섭;박경윤
    • Korean Journal of Remote Sensing
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    • v.6 no.1
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    • pp.25-37
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    • 1990
  • Methods of geometric correction for the Advanced Very High Resolution Radiometer imagery of NOAA satellites were developed and applied to the software for image processing of meteorological satellite data. The software for finding the earth location of each scan position and the software for gridding on original imagery were dedigned. On the assumption of circular orbits and the spherical earth, the methods developed were sufficiently accurate in the purpose of most meteorological data analyses.