• Title/Summary/Keyword: 이동패턴 분석

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Design and Evaluation of Multicast Message Delivery Algorithm for Mobile Networks (이동통신망을 위한 멀티캐스트 메시지 전달 알고리즘의 설계 및 평가)

  • Jang, Ik-Hyeon
    • The Journal of the Korea Contents Association
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    • v.9 no.12
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    • pp.537-545
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    • 2009
  • In this paper, we proposed an effective multicast causal order algorithm with hand-off protocol for mobile networks. Since the size of control informations needed to enforce message transfer order has much influence on the performance of hand-off and message transfer in mobile networks, size of control information need to be minimized. We reduced the size of control information by analyzing all the valid communication patterns and pruning redundant information not required to enforce causal order as early as possible, and used hand-off protocol which requires minimal amount of control information to be transferred. By simulation, we found that the proposed algorithm showed better performance than other existing algorithms.

A Cache Replacement Strategy based on the Analysis of Request Patterns in Mobile Computing Environments (이동 컴퓨팅 환경에서 요구 패턴 분석을 기반으로 하는 캐쉬 대체 전략)

  • 이윤장;신동천
    • Journal of KIISE:Software and Applications
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    • v.30 no.7_8
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    • pp.780-791
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    • 2003
  • Caching is a useful technique to improve the response time by reducing contention of requests in mobile computing environments with a narrow bandwidth. in the traditional cache-based systems, to improve the hit ratio has been usually one of main concerns for the time. However, in mobile computing environments, it is necessary to consider the cost of cache miss as well as the hit ratio. In this paper, we propose a new cache replacement strategy in pull-based data dissemination systems. Then, we evaluate performance of the proposed strategy by a simulation approach. The proposed strategy considers both the popularity and the wating time together, so the page with the smallest value of multiplying popularity by waiting time is selected as a victim.

Pet Location Tracking and Remote Monitoring System using a Wireless Sensor Network (무선센서네트워크를 이용한 애완동물 위치추적 및 원격모니터링 시스템)

  • Hwang, Sung-Ho;Park, Jae-Choon;Kwon, Ki-Hyeon;Choi, Shin-Hyeong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.1
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    • pp.351-356
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    • 2011
  • In this paper, we design a pet location tracking and remote monitoring system that uses ultrasonic, temperature, humidity and illumination sensors to study behavioral patterns and habits. Using ultrasonic waves to calculate distances, a WSN(Wireless Sensor Network) was constructed to transmit data at pet's location, such as temperature, humidity and illumination, to a sink mote. Data received by the system are stored in the database in real time to trace pet's location. Interference among transmitting motes was eliminated by sequentially transmitting RF beacons using sink mote's beacon as the reference signal. Experiments were performed with the laboratory prototype of a pet animal monitoring system implemented for this study. The system analyzes locations of a pet and displays movement patterns, areas of movement, temperature, humidity and illumination using a GUI (graphical user interface).

Analyzing Collaborative Problem-Solving Behaviors Based Upon Cognitive Motions of IT Personnel and Users (정보기술 전문가와 이용자의 인지이동에 기반한 협력적 문제해결 행위 분석 연구)

  • Kim, Sung-Jin
    • Journal of the Korean Society for information Management
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    • v.22 no.1 s.55
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    • pp.209-228
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    • 2005
  • This study is a preliminary work in examining how to manage resources for collaboratively interactive help systems. The purpose of this article is to describe significant patterns of behaviors and cognitive state in collaborative problem-solving situation, and further to explore the relationship between the behavior and the perception of service evaluation. Based on the concept of 'cognitive motion' in Dervin's Sense-Making theory, this study conducted a time-line interview. The sample of this study consists of 22 IT personnel helping other person solve IT problems and 36 users being helped for a IT problem-solving. This study presents a model of collaborative problem-solving behaviors and discusses some implications for designing help systems which collaborative interactions can happen.

Cost-Effective Soft Lithography of Organic Semiconductors in OFETs with Compact Discs as Master Molds (Compact Disc를 마스터 몰드로 사용하는 저비용의 OFET용 유기반도체 소프트 리소그래피)

  • Sejin Park;Hyukjin Kim;Tae Kyu An
    • Journal of Adhesion and Interface
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    • v.23 no.4
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    • pp.116-121
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    • 2022
  • OFET have require fine patterning technology for organic semiconductor solution process to be used in actual electronics. In this study, we compared and analyzed the soft lithography method which can form fine patterns more than the conventional spin coating method in order to confirm that it can have better electrical characteristics. The soft lithography method produced a flexible master mold using nano patterns on compact disc surfaces and obtained a 650 nm wide 2,7-Dioctyl [1] benzothieno [3,2-b] [1] benzo thiophene (C8-BTBT) nanowires. As a result, the field-effect mobility of devices fabricated by the spin coating method was 0.0036 cm2/Vs and mobility of devices produced by soft lithography method was 0.086 cm2/Vs, which was about 20 times higher than spin-coated devices and has better electrical performance.

Delay Tolerant Network Routing Algorithm based on the Mobility Pattern of Mobile Nodes (이동 노드의 이동 패턴을 고려한 Delay Tolerant Network 라우팅 알고리즘)

  • So, Sang-Ho;Park, Man-Kyu;Park, Se-Chul;Lee, Jae-Yong;Kim, Byung-Chul;Kim, Dae-Young;Shin, Min-Su;Chang, Dae-Ig;Lee, Ho-Jin
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.46 no.4
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    • pp.13-28
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    • 2009
  • Routing protocols in Delay/Disruption Tolerant Networks(DTN) are important to enhance the performance of transmission delay and delivery success ratio. In this paper, we propose an efficient DTN routing algorithm, called "Nobility Pattern based Routing(MPR)", that controls the total number of transferred message copies based on mobility patterns of mobile nodes. We consider a realistic "Levy walk" mobility pattern that has a super-diffusive property which well represents human mobility pattern. We implemented a DTN simulator using ONE simulator for the proposed MPR algorithm and Levy walk mobility pattern. Simulation results show that mobility patterns are very important for accurate evaluation of DTN routing performance, and the proposed MPR enhances the routing performance of delivery delay and success delivery ratio under realistic mobility pattern.

NFV Log Analysis using Machine Learning (머신러닝을 활용한 NFV 시스템 로그 분석)

  • Oh, SeongKeun;Yu, HeonChang
    • Proceedings of the Korea Information Processing Society Conference
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    • 2017.11a
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    • pp.118-120
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    • 2017
  • 모바일 이동통신망의 Core 노드들은 2G CDMA, 3G WCDMA, 4G LTE 교환기를 비롯하여 IMS 및 다양한 부가장비들로 이루어져 있다. 최근 5G로 진화하는 과정에는 NFV(Network Function Virtualization)가 그 중심에 서 있다. NFV 환경에서는 기존 통신 노드와 다르게 범용서버 및 범용 운영체제가 주축이 되어, 일반 IT 툴로도 통신망 내부 노드의 로그분석이 용이해 졌다. 또한 다양하고 복잡한 Core 네트워크에서 빅데이터로 발생하는 로그 또한 머신러닝으로 분석이 가능하며, 운용에 활용할 수 있다. 따라서 본 연구에서는 vDPI, vMMSGW OS 로그를 대상으로 분석하였으며, 잠재되어 있는 문제점들을 확인할 수 있었다. 또한 어플리케이션의 비정형화 된 로그에서도 비정상적인 패턴들을 발견하여 대용량 트래픽이 발생하며 SLA가 유난히 높은 통신환경에서도 비지도 머신러닝 분석이 유용함을 확인하였다.

Job Scheduling Method Considering the Utilization Patterns of Mobile Devices in Mobile Grid (모바일그리드에서 모바일장치의 이용패턴을 고려한 작업 스케줄링 기법)

  • Song, Sung-Jin;Jung, Soon-Young;Yu, Heon-Chang
    • The Journal of Korean Association of Computer Education
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    • v.11 no.3
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    • pp.91-99
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    • 2008
  • In recent years, wireless networks have been widely deployed and the use of mobile devices has been popularized. As a result, mobile devices are increasingly considered as a resource of the Grid However, there are some problems such as unstable wireless communication and disconnection of mobile devices caused by movement in Mobile Grid Therefore, a scheduling method allocating jobs to the mobile devices should progressively deal with this problem The existing scheduling methods in Mobile Grid have mainly focused on the connection time of mobile devices. The connection time of mobile devices shows typically a regular pattern according to a user's living environments such as vacation/class in school, weekday/weekend in work, and so on. In this paper, we analyze statistics information for the utilization patterns of mobile devices and propose global and local scheduling methods for Mobile Grid, based on the analyzed utilization patterns.

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Performance of 3-Dimensional Frequency Reuse Patterns and Their Application to Carrier-Aggregated Systems (3차원 주파수 재사용 패턴의 성능 및 반송파 결합을 사용하는 시스템으로의 적용 방안)

  • Sung, Jihoon;Sung, Wonjin
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.23 no.11
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    • pp.1256-1263
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    • 2012
  • Assigning different frequency resources among adjacent cells, namely the frequency reuse technique can be utilized to mitigate intercell interference, which is a major cause of performance degradation in cellular systems. Since most of conventional frequency reuse patterns are limited to the two-dimensional environment, the research for the three-dimensional frequency reuse would be beneficial especially for the implementation of femto cells in downtown office buildings. We propose frequency reuse patterns in three-dimensional space and evaluate their performance of each pattern in terms of channel capacity. In particular, we show that the proposed three-dimensional frequency reuse patterns can be applied for carrier-aggregated transmission of LTE-Advanced systems. The performance of the proposed patterns is evaluated using computer simulation.

Heat Conduction Analysis of Metal Hybrid Die Adhesive Structure for High Power LED Package (고출력 LED 패키지의 열 전달 개선을 위한 금속-실리콘 병렬 접합 구조의 특성 분석)

  • Yim, Hae-Dong;Choi, Bong-Man;Lee, Dong-Jin;Lee, Seung-Gol;Park, Se-Geun;O, Beom-Hoan
    • Korean Journal of Optics and Photonics
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    • v.24 no.6
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    • pp.342-346
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    • 2013
  • We present the thermal analysis result of die bonding for a high power LED package using a metal hybrid silicone adhesive structure. The simulation structure consists of an LED chip, silicone die adhesive, package substrate, silicone-phosphor encapsulation, Al PCB and a heat-sink. As a result, we demonstrate that the heat generated from the chip is easily dissipated through the metal structure. The thermal resistance of the metal hybrid structure was 1.662 K/W. And the thermal resistance of the total package was 5.91 K/W. This result is comparable to the thermal resistance of a eutectic bonded LED package.