• Title/Summary/Keyword: 데이터아키텍처

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Development of LPWA-Based Farming Environment Data Collection System and Big Data Analysis System (LPWA기반의 임산물 생육환경 수집 및 빅데이터 분석 시스템 개발)

  • Kim, Yu-Bin;Oh, Yeon-Jae;Kim, Eung-Kon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.4
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    • pp.695-702
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    • 2020
  • Recently, as research on smart farms has been actively conducted, indoor environment control, such as a green house, has reached a high level. However, In the field of forestry where cultivation is carried out in outdoor, the use of ICT is still insufficient. In this paper, we propose LPWA-based forest growth environment collection and big data analysis system using ICT technology. The proposed system collects and transmits the field cultivation environment data to the server using small solar power generation and LPWA technology based on the oneM2M architecture. The transmitted data is constructed as big data on the server and utilizes it to predict the production and quality of forest products. The proposed system is expected to contribute to the production of low-cost, high-quality crops through the fusion of renewable energy and smart farms. In addition, it can be applied to other industrial fields that utilize the oneM2M architecture and monitoring the growth environment of agricultural crops in the field.

A Study on Picture Meta Data Processing System Architecture based on Ubiquitous Environment (유비쿼터스 환경에 적용 가능한 사진 메타 데이터 처리 시스템 아키텍쳐 연구)

  • Kyung, Min-Gi;Min, Dugki
    • Annual Conference of KIPS
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    • 2009.04a
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    • pp.954-956
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    • 2009
  • 디지털 카메라는 단순히 사진을 찍는 장치가 아니며 사진에 연관된 다양한 메타 데이터를 제공하기 위한 다양한 시스템이 사진을 찍는 CCD와 유기적으로 연계되어 있다. 사진에 연관된 메타 데이터들은 디지털 카메라로 찍은 사진을 분류하는 기능을 지원한다. 하지만 사진의 메타 데이터들은 사진에 대한 검색을 가능하게 하지만, 대부분 사람의 수작업으로 이루어지기 때문에 새로운 메타 데이터의 입력이 어렵다는 문제점이 있다. 사진의 메타 데이터를 쉽게 추가하기 위해 본 논문에서는 GPS 시스템과 Wi-Fi, 데이터베이스를 이용해서 사진의 메타 데이터를 Exif(Exchangeable image file format)에 추가하고자 한다. GPS 시스템은 사진을 찍는 사람들이 어디에 있는지를 제시하고, Wi-Fi와 데이터 베이스를 이용해서 사용자에게 사용자가 사진을 찍은 위치와 관련된 메타 데이터를 제공한다. 이를 기반으로 본 논문에서는 이러한 PreTag라는 사진 메타 데이터 추가 아키텍처를 제시한다.

A Study on Information Processing System Architecture based on RSS in Robotics (로보틱스 환경에 적용 가능한 RSS기반의 정보처리시스템 아키텍처 연구)

  • Ku, Min O;Min, Dugki
    • Annual Conference of KIPS
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    • 2009.04a
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    • pp.830-833
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    • 2009
  • XML 기반의 콘텐츠 데이터 배포 메커니즘인 RSS는 쉬운 데이터 조작과 구조적 데이터 형태를 가질 수 있다는 특징으로 인해 많은 콘텐츠 및 데이터 제공자들이 데이터 제공 방식을 RSS 기술을 활용하고 있다. 새로운 미디어 매체로 부상하고 있는 블로그, 뉴스 등은 RSS 데이터 표준을 채용하여 그들의 콘텐츠 및 데이터 구축을 시도하고 이 데이터는 다양한 산업 분야에서 활용이 가능하다. 본 논문에서는 이 RSS 데이터 표준을 채용하여 구축된 데이터 및 콘텐츠를 활용할 수 있는 RSS를 기반으로 한 정보 처리 미들웨어를 제안하고자 한다.

An Implementation of Efficient Quicksort Utilizing SIMD-Based VBP Technique (SIMD 기반의 VBP 기법을 적용한 효율적인 퀵정렬의 구현)

  • Hong, Gilseok;Kim, Hongyeon;Kang, Seonghyeon;Min, Jun-Ki
    • KIISE Transactions on Computing Practices
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    • v.23 no.8
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    • pp.498-503
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    • 2017
  • SIMD (Single Instruction Multiple Data) is a representative parallelization architecture that processes multiple data loaded in a SIMD register with a single instruction. Quicksort is a sorting algorithm that picks an element as a pivot from the array and reorders the array such that all elements having the values less than the pivot value are located in the left side on the pivot as well as all elements having the value greater than the pivot value are located in the right side on the pivot and then the algorithm performs the same task on both sublist recursively. In this paper, we propose an efficient Quicksort algorithm applying the SIMD instructions which minimally invokes conditional branches to avoid the performance degradation incurred by branch misprediction in a pipeline architecture. In addition, we improve the performance of the Quicksort algorithm by fetching data into a SIMD register as a byte unit to apply VBP (Vertical Bit Parallel) and the early pruning technique.

Distributed File Systems Architectures of the Large Data for Cloud Data Services (클라우드 데이터 서비스를 위한 대용량 데이터 처리 분산 파일 아키텍처 설계)

  • Lee, Byoung-Yup;Park, Jun-Ho;Yoo, Jae-Soo
    • The Journal of the Korea Contents Association
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    • v.12 no.2
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    • pp.30-39
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    • 2012
  • In these day, some of IT venders already were going to cloud computing market, as well they are going to expand their territory for the cloud computing market through that based on their hardware and software technology, making collaboration between hardware and software vender. Distributed file system is very mainly technology for the cloud computing that must be protect performance and safety for high levels service requests as well data store. This paper introduced distributed file system for cloud computing and how to use this theory such as memory database, Hadoop file system, high availability database system. now In the market, this paper define a very large distributed processing architect as a reference by kind of distributed file systems through using technology in cloud computing market.

Cooperative Video Streaming and Active Node Buffer Management Technique in Hybrid CDN/P2P Architecture

  • Lee, Jun Pyo
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.11
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    • pp.11-19
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    • 2019
  • Recently, hybrid CDN/P2P video streaming architecture is specially designed and deployed to achieve the scalability of P2P networks and the desired low delay and high throughput of CDNs. In this paper, we propose a cooperative video streaming and active node buffer management technique in hybrid CDN/P2P architecture. The key idea of this streaming strategy is to minimize network latency such as jitter and packet loss and to maximize the QoS(quality of service) by effectively and efficiently utilizing the information sharing of file location in CDN's proxy server which is an end node located close to a user and P2P network. Through simulation, we show that the proposed cooperative video streaming and active node buffer management technique based on CDN and P2P network improves the performance of realtime video streaming compared to previous methods.

Abnormal System Operation Detection by Comparing QR Code-Encoded Power Consumption Patterns in Software Execution Control Flow (QR 코드로 인코딩된 소프트웨어 실행 제어 흐름 전력 소비 패턴 기반 시스템 이상 동작 감지)

  • Kang, Myeong-jin;Park, Daejin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.11
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    • pp.1581-1587
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    • 2021
  • As embedded system are used widely and variously, multi-edge system, which multiple edges gather and perform complex operations together, is actively operating. In a multi-edge system, it often occurs that an abnormal operation at one edge is transferred to another edge or the entire system goes down. It is necessary to determine and control edge anomalies in order to prevent system down, but this can be a heavy burden on the resource-limited edge. As a solution to this, we use power consumption data to check the state of the edge device and transmit it based on a QRcode to check and control errors at the server. The architecture proposed in this paper is implemented using 'chip-whisperer' to measure the power consumption of the edge and 'Raspberry Pi 3' to implement the server. As a result, the proposed architecture server showed successful data transmission and error determination without additional load appearing at the edge.

Implementation and Performance Analysis of SOA Model using Service Platform for .NET Framework (.NET Framework를 서비스 플랫폼으로 사용한 SOA모델 구현 및 성능분석)

  • Lee, Seong-Kyu;Jin, Chan-Uk;Kim, Tai-Suk
    • Journal of the Korea Society for Simulation
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    • v.16 no.4
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    • pp.33-41
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    • 2007
  • Service-Oriented Architecture(SOA) define the interaction method between two computing entities that one entity performs a unit task instead of another entity. This, unit task, is called "Service" and interaction of these services should have independency and loosely coupled task. The effect of SOA's main functions such as loosely coupled task and independent interoperability with influence the possibility of flexible message communication between different way and different users. In this article, we analyzed the performance about system stabilization between general web service and SOA based application that implemented through WCF based messaging framework using .NET Framework and integrated data presentation method. As the result of test, we confirmed that SOA environment using WCF have more advantages.

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Architectural Reference Model for Semantic Library (시맨틱 라이브러리를 위한 아키텍처 참조 모델)

  • Han, Sung-Kook;Lee, Hyun-Sil
    • Journal of the Korean Society for information Management
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    • v.24 no.1 s.63
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    • pp.75-101
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    • 2007
  • The current technological revolution pushes forward the innovation in the library information systems. This study proposes functional requirements and an architectural reference model of Semantic Library, recognized as a prototype of next-generation library information systems, that is a seamless convergence of the library information systems and the Internet technologies. Semantic Library can realize semantic interoperability and integration based on ontology and metadata, and also renovate information services for users with openness, sharing, participation and collaboration. Semantic Library will be effectively implemented by means of service-oriented architecture and the logical structure of FRBR. In this study, a reference model of Semantic Library consisting of 6 horizontal layers and 3 vertical elements is presented as a next-generation model of library information systems.

Human Interface Software for Wireless and Mobile Devices (무선 이동 통신 기기용 휴먼인터페이스 소프트웨어)

  • Kim, Se-Ho;Lee, Chan-Gun
    • Journal of KIISE:Information Networking
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    • v.37 no.1
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    • pp.57-65
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    • 2010
  • Recently, the character recognization technique is strongly needed to enable the mobile communication devices with cameras to gather input information from the users. In general, it is not easy to reuse a CBOCR(Camera Based Optical Character Recognizer) module because of its dependency on a specific platform. In this paper, we propose a software architecture for CBOCR module providing the easy adaptability to various mobile communication platforms. The proposed architecture is composed of the platform dependency support layer, the interface layer, the engine support layer, and the engine layer. The engine layer adopts a plug-in data structure to support various hardware endian policies. We show the effectiveness of the proposed method by applying the architecture to a practical product.