• Title/Summary/Keyword: Data Memory

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A Study on the Knowledge Elements of HPC in Computational Science through Analysis of Educational Needs (교육요구분석을 통한 계산과학분야의 고성능컴퓨팅 지식요소에 관한 연구)

  • Yoon, Heejun;Ahn, Seongjin
    • Journal of The Korean Association of Information Education
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    • v.22 no.5
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    • pp.545-556
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    • 2018
  • The purpose of this study is to suggest the knowledge elements for HPC education in computational science. For this purpose, the survey for HPC experts was conducted to verify the content validity and reliability, and the 20 candidate knowledge elements was extracted. And the second survey for HPC users was conducted to apply the t test, Borich requirement, and The Locus for Focus model. And 10 knowledge elements for HPC education were derived. As a result, the first group was 'Parallelism Fundamentals', 'Parallelism', 'Parallel communication and coordination', 'Parallel Decomposition', 'Parallel Algorithms, Analysis, and Programming' and 'Introduction to Modeling and Simulation', 'Fundamental Programming Concepts', 'Fundamental Data Structures', 'Memory Management', 'Algorithms and Design' were second group for HPC education.

Recognition of Vehicle Number Plate Using Color Decomposition Method and Back Propagation Neural Network (색 분해법과 역전파 신경 회로망을 이용한 차량 번호판 인식)

  • 이재수;김수인;서춘원
    • Journal of the Korean Institute of Telematics and Electronics T
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    • v.35T no.3
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    • pp.46-52
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    • 1998
  • In this paper, after inputting the computer with the attached number plate on the vehicle, using it, the color decomposition method and back propagation neural network proposed the extractable method of the vehicle number plate at high speed. This method separated R, G, B signal form input moving vehicle image to computer through video camera, then after transform this R, G, B signal into input image data of the computer by using color depth of vehicle number plate and store up binary value in the memory frame buffer. After adapting character's recognition algorithm, also improving this, by adapting back propagation neural network makes the vehicle number plate recognition system. Also minimalizing the similar color's confusion, adapting horizontal and vertical extracting algorithm by using the vehicle's rectangular architecture shows the extract and character's recognition of the vehicle number plate at high speed.

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Template Fusion for Fingerprint Recognition (지문 등록을 위한 템플릿 융합 알고리즘)

  • 류춘우;문지현;김학일
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.2
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    • pp.51-64
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    • 2004
  • This paper proposes an algerian of generating a tuner-template from multiple fingerprint impressions using a data fusion technique for fingerprint enrollment. The super-template is considered as a single fingerprint template which contains most likely true minutiae based on multiple fingerprint images. The proposed algorithm creates the super template by utilizing a recursive Bayesian estimation method (RBEM), which assumes a sequential fingerprint input model and estimates the credibility of the minutiae in previous input templates froma current input template. Consequently. the RBEM assigns a higher credibility to commonly detectable minutiae from several input templates and a lower credibility to rarely found minutiae from other input templates. Likewise, the RBEM is able to estimate a credibility of the minutia type (ridge ending or bifurcation). Preliminary experiments demonstrate that, as the number of fingerfrint images increases, the performance of recognition can be improved while maintaining the processing time and the size of memory storage for tile super-template almost constant.

Power Optimization Method Using Peak Current Modeling for NAND Flash-based Storage Devices (낸드 플래시 기반 저장장치의 피크 전류 모델링을 이용한 전력 최적화 기법 연구)

  • Won, Samkyu;Chung, Eui-Young
    • Journal of the Institute of Electronics and Information Engineers
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    • v.53 no.1
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    • pp.43-50
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    • 2016
  • NAND flash based storage devices adopts multi-channel and multi-way architecture to improve performance using parallel operation of multiple NAND devices. However, multiple NAND devices consume higher current and peak power overlap problem influences on the system stability and data reliability. In this paper, current waveform is measured for erase, program and read operations, peak current and model is defined by profiling method, and estimated probability of peak current overlap among NAND devices. Also, system level TLM simulator is developed to analyze peak overlap phenomenon depending on various simulation scenario. In order to remove peak overlapping, token-ring based simple power management method is applied in the simulation experiments. The optimal peak overlap ratio is proposed to minimize performance degradation based on relationship between peak current overlapping and system performance.

SLC Buffer Performance Improvement using Page Overwriting Method in TLC NAND Flash-based Storage Devices (TLC 낸드 플래시기반 저장 장치에서 페이지 중복쓰기 기법을 이용한 SLC 버퍼 성능향상 연구)

  • Won, Samkyu;Chung, Eui-Young
    • Journal of the Institute of Electronics and Information Engineers
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    • v.53 no.1
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    • pp.36-42
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    • 2016
  • In multi-level-cell based storage devices, TLC NAND has been employed solid state drive due to cost effectiveness. Since TLC has slow performance and low endurance compared with MLC, TLC based storage has adopted SLC buffer scheme to improve performance. To improve SLC buffer scheme, this paper proposes page overwriting method in SLC block. This method provides data updates without erase operation within a limited number. When SLC buffer area is filled up, FTL should execute copying valid pages and erasing it. The proposed method reduces erase counts by 50% or more compared with previous SLC buffer scheme. Simulation results show that the proposed SLC buffer overwrite method achieves 2 times write performance improvement.

A Hierarchical User Interface for Large 3D Meshes in Mobile Systems (모바일 시스템의 대용량 3차원 메쉬를 위한 계층적 사용자 인터페이스)

  • Park, Jiro;Lee, Haeyoung
    • Journal of the Korea Computer Graphics Society
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    • v.19 no.1
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    • pp.11-20
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    • 2013
  • This paper introduces a user interface for large 3D meshes in mobile systems, which have limited memory, screen size and battery power. A large 3D mesh is divided into partitions and simplified in multi-resolutions so a large file is transformed into a number of small data files and saved in a PC server. Only selected small files specified by the user are hierarchically transmitted to the mobile system for 3D browsing and rendering. A 3D preview in a pop-up shows a simplified mesh in the lowest resolution. The next step displays simplified meshes whose resolutions are automatically controlled by the user interactions. The last step is to render a set of detailed original partitions in a selected range. As a result, while minimizing using mobile system resources, our interface enables us to browse and display 3D meshes in mobile systems through real-time interactions. A mobile 3D viewer and a 3D app are also presented to show the utility of the proposed user interface.

Development of Gesture Recognition-Based 3D Serious Games (치매 예방을 위한 제스처 인식 기반 3D 기능성 게임 개발)

  • He, Guan-Feng;Park, Jin-Woong;Kang, Sun-Kyung;Jung, Sung-Tae
    • Journal of Korea Game Society
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    • v.11 no.6
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    • pp.103-113
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    • 2011
  • In this paper, we propose gesture recognition based 3D Serious Games to prevent dementia. These games are designed to enhance the effect of preventing dementia by helping increase brain usage and physical activities of users by the entire body gesture recognition. The existing cameras used for gesture recognition technology are limited in terms of recognition ratio and operation range. For more stable recognition of the body gestures, we recognized users with a 3D depth camera, obtained joint data of users, and analyzed joint motions to recognize gestures of the body. Game contents were designed to practice memory, reasoning, calculation, and spatial recognition focusing on the atrophy of brain cells as a major cause of dementia. Game results of each user were saved and analyzed to measure how their recognition skills improved.

The Mediation Effect of Cognitive Self-Regulated Learning Strategy in the Relationships between Self-Efficacy and Achievement in Science (과학영역에서의 자기효능감과 학업성취의 관계에서 인지적 자기조절학습전략의 매개효과)

  • Jo, Son-Mi
    • Journal of The Korean Association For Science Education
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    • v.31 no.6
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    • pp.958-969
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    • 2011
  • The purpose of this study is to investigate relationships among scientific self-efficacy, achievement in science and cognitive self-regulation learning strategy. The subjects were composed of 158 elementary school students. Data of students' self-efficacy related to science and cognitive self-regulation learning strategy measured by questionnaire were analyzed. Science achievement scores were also collected. The results indicated that self-efficacy and cognitive self-regulation learning strategy predicted science scores. The findings showed that cognitive selfregulation learning strategy mediated the relation between self-efficacy and achievement in science. Memory learning strategy, considered a cognitive self-regulation learning strategy, did not mediate the relation between self-efficacy and science scores. The implications of science education to develop students' science achievement in the classroom and the suggestions for future researchers are discussed.

Session Key Agreement Protocol for IoT Home Devices using Shadow Passwords (그림자 패스워드를 사용한 IoT 홈 디바이스 사이의 세션키 공유 프로토콜)

  • Jung, Seok Won
    • Journal of Internet of Things and Convergence
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    • v.6 no.2
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    • pp.93-100
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    • 2020
  • Although various home services are developed as increasing the number of home devices with wire and wireless connection, privacy infringement and private information leakage are occurred by unauthorized remote connection. It is almost caused by without of device authentication and protection of transmission data. In this paper, the devices' secret value are stored in a safe memory of a smartphone. A smartphone processes device authentication. In order to prevent leakage of a device's password, a shadow password multiplied a password by the private key is stored in a device. It is proposed mutual authentication between a smartphone and a device, and session key agreement for devices using recovered passwords on SRP. The proposed protocol is resistant to eavesdropping, a reply attack, impersonation attack.

Characteristics of $Ag_x(Ge_2Sb_2Te_5)_{1-x}$ (x= 0, 0.05, 0.1) thin films for PRAM (PRAM을 위한 $Ag_x(Ge_2Sb_2Te_5)_{1-x}$ (x= 0, 0.05, 0.1) 박막의 특성)

  • Kim, Sung-Won;Song, Ki-Ho;Lee, Hyun-Yong
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2008.06a
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    • pp.21-22
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    • 2008
  • In the paper, we report several experimental data capable of evaluating the phase transformation characteristics of $Ag_x(Ge_2Sb_2Te_5)_{1-x}$ (x =0, 0.05, 0.1) thin films. The $Ag_x(Ge_2Sb_2Te_5)_{1-x}$ phase change thin films have been prepared by thermal evaporation. The crystallization characteristics of amorphous$Ag_x(Ge_2Sb_2Te_5)_{1-x}$ thin films were investigated by using nano-pulse scanner with 658 nm laser diode (power; 1~17 mW, pulse duration; 10~460 ns) and XRD measurement. It was found that the more Ag is doped, the more crystallization speed was 50 improved. In comparision with $Ge_2Sb_2Te_5$ thin film, the sheet resistance$(R_{amor})$ of the amorphous $Ag_x(Ge_2Sb_2Te_5)_{1-x}$ thin films were found to be lager than that of $Ge_2Sb_2Te_5$ film($R_{amor}$ $\sim10^7\Omega/\square$ and $R_{cryst}$ 10 $\Omega/\square$). That is, the ratio of $R_{amor}/R_{cryst}$ was evaluates to be $\sim10^6$ This is very helpful to writing current reduction of phase-change random acess memory.

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