• Title/Summary/Keyword: 연동라이브러리

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Analysis of big data using Rhipe (Rhipe를 활용한 빅데이터 처리 및 분석)

  • Ko, Youngjun;Kim, Jinseog
    • Journal of the Korean Data and Information Science Society
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    • v.24 no.5
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    • pp.975-987
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    • 2013
  • The Hadoop system was developed by the Apache foundation based on GFS and MapReduce technologies of Google. Many modern systems for managing and processing the big data have been developing based on the Hadoop because the Hadoop was designed for scalability and distributed computing. The R software has been considered as a well-suited analytic tool in the Hadoop based systems because the R is flexible to other languages and has many libraries for complex analyses. We introduced Rhipe which is a R package supporting MapReduce programming easily under the Hadoop system, and implemented a MapReduce program using Rhipe for multiple regression especially. In addition, we compared the computing speeds of our program with the other packages (ff and bigmemory) for processing the large data. The simulation results showed that our program was more fast than ff and bigmemory as the size of data increases.

Web-based Geovisualization System of Oceanographic Information using Dynamic Particles and HTML5 (동적 파티클과 HTML5를 이용한 웹기반 해양정보 가시화시스템)

  • Kim, Jinah;Kim, Sukjin
    • KIISE Transactions on Computing Practices
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    • v.23 no.12
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    • pp.660-669
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    • 2017
  • In order to improve user accessibility and interactivity, system scalability, service speed, and a non-standard internet web environment, we developed a Web-based geovisualization system of oceanographic information using HTML5 and dynamic particles. In particular, oceanographic and meteorological data generated from a satellite remote sensing and radar measurement and a 3-dimensioanl numerical model, has the characteristics of a heterogeneous large-capacity multi-dimensional continuous spatial and temporal variability, based on geographic information. Considering those attributes, we applied dynamic particles represent the spatial and temporal variations of vector type oceanographic data. HTML5, WebGL, Canvas, D3, and Leaflet map libraries were also applied to handle various multimedia data, graphics, map services, and location-based service as well as to implement multidimensional spatial and statistical analyses such as a UV chart.

Development of Convergence Smart Home Platform based on Image Processing and Sensor Network in IoT Environment (IoT환경에서의 센서 네트워크와 영상처리 기반의 융합 스마트 홈 플랫폼 개발)

  • Ahn, Ye-Chan;Lee, Jeong-Pil;Lee, Jae-Wook;Song, Jun-Kwun;Lee, Keun-Ho
    • Journal of Internet of Things and Convergence
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    • v.2 no.3
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    • pp.37-41
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    • 2016
  • In this thesis, we sought to build a home and business environment based on the rapid prototyping technology and network technologies that enabled rapid access to high-speed technologies and technologies. Using the analytic algorithm for image processing techniques, using the analytic algorithm for analyzing and tracking objects in the OpenCV library, trace objects and track objects and control various sensors. It also wants to implement a platform enabling various sensors to collect and record various services by controlling and connecting various sensors through the master Single board and the slave single.

A Development of Prototype Design Automation System for Standard Connections Using High-Strength Bolts based on BIM (BIM 기반의 고력볼트 마찰접합부 설계자동화 시스템의 프로토타입 구축)

  • Eom, Jin-Up;Shin, Tae-Song
    • Journal of Korean Society of Steel Construction
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    • v.23 no.5
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    • pp.637-646
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    • 2011
  • This study is related to the development of a design automation system for the construction design phase of steel structures. The system intended for beam splice friction connections using high-strength bolts. The standard design method and standardization principles that are suggested in the design manual for standard connections using high-strength bolts published by the Korean Society of Steel Construction(KSSC) were reviewed. A structural analysis algorithm was formulated from the review. A design automation system that can automatically calculate the structural design of connections and automatically generate the connection model without separate inputs was developed. To verify the validity of the developed system, its results were compared with the date in the table for the connection design in the Design Manual. The development system was also applied to the sample model. Then the structural design results were compared with the properties of the connection models and drawings created from the results.

Developing Object Library Browser for Reclamation Based BIM (BIM 기반의 준설매립전용 Library Browser 개발)

  • Lee, Dongyun;Lee, Junho;Lee, Sangwoong;Choi, Chaseok;Gu, Bonhyo
    • Journal of the Korean GEO-environmental Society
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    • v.15 no.3
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    • pp.57-63
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    • 2014
  • This study has been conducted to building a library intended for structures considered in the design of reclamation for design automation and developing browser for integrated management system. The library has been developed using a parametric modeling method capable of changing section shape, also classifying standard crossing and family library, has been developed according to the working environment. Classified library by the characteristics manages objects and working modeling on based BIM has been developed browser using the C# program for objects to use conveniently. By interworking between developed Browser and 3D Autocad based BIM, it is possible to use easily at design drafting, calculating quantities, developing a new library, and managing a library. The browser using effectively exclusive library to reclamation is developed in this study.

Design of Digital Signal Processor for Ethernet Receiver Using TP Cable (TP 케이블을 이용하는 이더넷 수신기를 위한 디지털 신호 처리부 설계)

  • Hong, Ju-Hyung;SunWoo, Myung-Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.8A
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    • pp.785-793
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    • 2007
  • This paper presents the digital signal processing submodule of a 100Base-TX Ethernet receiver to support 100Mbps at TP cable channel. The proposed submodule consists of programmable gain controller, timing recovery, adaptive equalizer and baseline wander compensator. The measured Bit Error Rate is less than $10^{-12}BER$ when continuously receiving data up to 150m. The proposed signal processing submodule is implemented in digital circuits except for PLL and amplifier. The performance improvement of the proposed equalizer and BLW compensator is measured about 1dB compared with the existing architecture that removes BLW using errors of an adaptive equalizer. The architecture has been modeled using Verilog-HDL and synthesized using samsung $0.18{\mu}m$ cell library. The implemented digital signal processing submodule operates at 142.7 MHz and the total number of gates are about 128,528.

Design and Implementation of Time Management Module for IEEE 1516 HLA/RTI (IEEE 1516 HLA/RTI 표준을 만족하는 시간 관리 서비스 모듈의 설계 및 구현)

  • Hong, Jeong-Hee;Ahn, Jung-Hyun;Kim, Tag-Gon
    • Journal of the Korea Society for Simulation
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    • v.17 no.1
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    • pp.43-52
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    • 2008
  • The High Level Architecture(HLA) is the IEEE 1516 standard for interoperation between heterogeneous simulators which are developed with different languages and platforms. Run-Time Infrastructure(RTI) is a software which implements the HLA Interface Specification. With the development of time management service of RTI, it is necessary to consider an efficient design approach and an algorithm of Greatest Available Logical Time(GALT) computation. However, many time management services of existing RTIs have difficulty in modification and extension. Although some RTIs avoid this difficulty through modular design, they comply with not IEEE 1516 HLA/RTI but HLA 1.3. In addition, a lot of RTIs made use of well-known Mattern's algorithm for GALT computation. However, Mattern's algorithm has a few limitations for applying to IEEE 1516 HLA/RTI. This paper proposes a modular design and an implementation of time management service for IEEE 1516 HLA/RTI. We divided th time management service module into two sub-modules: a TIME module and a GALT module and used Mattern's algorithm improved for IEEE 1516 HLARTI. The paper also contains several experimental results in order to evaluate our time management service module.

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Design of a HL7-based Mobile Web Prescription Interface for U-Healthcare (U-Healthcare를 위한 HL7 기반의 모바일 웹 처방 인터페이스의 설계)

  • Ahn, Yoon-Ae;Cho, Han-Jin
    • The Journal of the Korea Contents Association
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    • v.13 no.4
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    • pp.8-16
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    • 2013
  • Active studies are under way on telemedicine and medical support based on mobile devices in order to vitalize U-Healthcare. Especially when the medical law is revised to allow a remote prescription system, studies on a mobile prescription system will rapidly increase. And yet since mobile apps have less compatibility due to the nature of mobile platform, there is a restriction that they have to be redeveloped to be compatible with the platform. To compensate this problem, this study designs a mobile web prescription interface by using HLTML5, the standard language of mobile web development and jQuery Mobile, a JavaScript Library. It also adds a feature of converting to a form of standard protocol HL7-based messages to share data with existing hospital information system. This interface makes it possible to be interlocked with the existing hospital information system through the transmission of the HL7 messages. The advantage of the proposed system is that it can be used in various environments since it is independent of mobile platforms and compatible with general computers.

Design of an Optimal RSA Crypto-processor for Embedded Systems (내장형 시스템을 위한 최적화된 RSA 암호화 프로세서 설계)

  • 허석원;김문경;이용석
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.4A
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    • pp.447-457
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    • 2004
  • This paper proposes a RSA crypto-processor for embedded systems. The architecture of the RSA crypto-processor should be used relying on Big Montgomery algorithm, and is supported by configurable bit size. The RSA crypto-processor includes a RSA control signal generator, an optimal Big Montgomery processor(adder, multiplier). We use diverse arithmetic unit (adder, multiplier) algorithm. After we compared the various results, we selected the optimal arithmetic unit which can be connected with ARM core-processor. The RSA crypto-processor was implemented with Verilog HDL with top-down methodology, and it was verified by C language and Cadence Verilog-XL. The verified models were synthesized with a Hynix 0.25${\mu}{\textrm}{m}$, CMOS standard cell library while using Synopsys Design Compiler. The RSA crypto-processor can operate at a clock speed of 51 MHz in this worst case conditions of 2.7V, 10$0^{\circ}C$ and has about 36,639 gates.

On Numerical Modeling of Kerosene/Liquid Oxygen Coaxial Swirl Injectors (케로신/액체산소 동축 와류형 분사기에 대한 수치해석 모델 고찰)

  • Kim, Seong-Ku;Choi, Hwan-Seok
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2010.11a
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    • pp.729-732
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    • 2010
  • The present study has been motivated by the development of a reliable numerical methodology for simulation of kerosene/LOx coaxial swirl injectors. To deal with thermodynamic non-ideality and anomalies of transport properties pronounced at supercritical pressures, a set of subroutine libraries has been constructed based on the cubic equations of state, and applied to an existing flamelet analysis code. For computational efficiency, two-dimensional axisymmetric RANS formulation with swirl was adopted and validated successfully against an isothermal coaxial swirling jet. For the actual problem with high pressure combustion, however, numerical results show that the RANS models yield excessive production of turbulence probably due to high density gradient magnitude in the vicinity of mixing layer of swirling film flow, and imply strongly further improvement of the turbulence models.

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