• Title/Summary/Keyword: 수학모델링

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A Study on The Performance Analysis of IEEE 802,11 Wireless LAN (IEEE 802.11 무선 LAN의 성능분석에 관한 연구)

  • Hong, Seong-Cheol;Bae, Seong-Su;O, Yeong-Hwan
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.37 no.2
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    • pp.7-16
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    • 2000
  • In this paper, IEEE 802.11 MAC layer protocol is modeled by p-persistent CSMA method. And We introduce performance analysis model based on Basic CSMA/CA protocol, CTS/RTS protocol and hidden node effect reflected Basic CSMA/CA Protocol, Which is mathematically assayed by renewal theory. In this throughput, the result shown that Basic CSMA/CA protocol is profitable when the number of active node is smaller, or the length of packet is shorter, and CTS/RTS protocol is lucrative when the number of active node is larger, or the length of packet is longer. Also the result shown that hidden node less affected when the active node has small one, rather than when the active node has larger one.

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Data Prefetching and Streaming for Improving the Performance of Mapreduce of Hadoop (하둡 맵리듀스 성능 향상을 위한 데이터 프리패칭과 스트리밍)

  • Lee, Jung June;Kim, Kyung Tae;Youn, Hee Yong
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.01a
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    • pp.151-154
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    • 2015
  • 최근 소셜 네트워크, 바이오 컴퓨팅, 사물 인터넷 등의 출현으로 인해 기존의 IT환경보다 많은 데이터가 생성되고 있고, 이로 인해 효율적인 대용량 데이터 처리기법에 대한 연구가 진행 되고 있다. 맵리듀스는 데이터 집약적인 연산 어플리케이션에 효과적인 프로그래밍 모델로써, 대표적인 맵리듀스 어플리케이션으로는 아파치 소프트웨어 재단에서 개발 지원중인 하둡이 있다. 본 논문은 하둡 맵리듀스의 성능 향상을 위해 데이터 프리패칭 기법과 스트리밍 기법을 제안한다. 하둡 맵리듀스의 성능 이슈 중 하나는 맵리듀스 과정에서 입력 데이터 전송에 의한 작업 지연이다. 이러한 데이터 전송 시간을 최소화하기 위해, 기존 맵리듀스와는 달리 데이터 전송을 담당하는 프리패칭 스레드를 별도로 생성하였다. 그 결과 데이터의 맵리듀스 작업 중에도 데이터 전송이 가능하게 되어 전체 데이터 처리 시간을 줄일 수 있었다. 이러한 프리패칭 기법을 사용해도 하둡 맵리듀스의 특성상 최초 데이터 전송 시에는 작업대기를 하게 되는데, 이 대기시간을 줄이고자 스트리밍 기법을 사용하여 데이터 전송에 의한 대기시간을 추가로 줄일 수 있었다. 제안하는 기법의 성능을 측정하기 위해 수학적인 모델링을 하였으며, 성능 측정결과 기존의 하둡 맵리듀스 및 프리패칭 기법만 적용된 맵리듀스 보다 스트리밍 기법이 추가 적용된 맵리듀스의 성능이 향상되었음을 확인 할 수 있었다.

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Implementation of Crowd Behavior of Pedestrain based AB and CA mathematical model in Intelligent Game Environment (게임환경에서 AB 와 CA 수학모델을 이용한 보행자들의 집단행동 구현)

  • Kim, Seongdong;Kim, Jonghyun
    • Journal of Korea Game Society
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    • v.19 no.6
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    • pp.5-14
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    • 2019
  • In this paper, we propose a modeling and simulation of group behavioral movement of pedestrians using Agent based and Cellular Automata model in intelligent game environment. The social behaviors of the crowds are complex and important, and based on this, the prototype game-model was implemented to show the crowd interaction on AB and CA in the game environment. Our experiment revealed the promise of group behaviour as a cost-efficient, yet accurate platform for researching crowd behaviour in risk situations with real models.

세라믹 필터를 장착한 생물반응기에서 Bacillus thuringiensis의 성장 특성 모델링

  • Gang, Byeong-Cheol;Jang, Ho-Nam
    • 한국생물공학회:학술대회논문집
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    • 2000.11a
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    • pp.233-236
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    • 2000
  • Bacillus thuringiensis (Bt) is the most widely used microbial insecticide in the biological control market. Cultivation of the microorganism to high cell densities offers potential for enhancing the rate of formation as well as the concentration of the desired products In the fermentation broths in bioreactor. With this objective, we developed the new bioreactor incorporating ceramic membrane module for the retention of cell mass. Cell yield and spore formation of Bacillus thuringiensis was improved markedly by adopting this new bioreactor based on glucose -limited feeding operation. It was possible to grow the cell and the heat-resistant spore to above $1.2\;{\times}\;10^{10}\;CFU/ml$ density. With glucose-limited operation, we studied the growth behavior of Bacillus thuringiensis during the cell retention culture. Linear growth of Bacillus thuringiensis was observed under glucose-limited culture, which matched well with simple mathematical model of cell retention culture.

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Modeling for the Recovery of Organic Acid by Bipolar Membrane Electrodialysis (바이폴라막 전기투석에 의한 유기산 회수에 관한 모델링)

  • Kim, Sang-Hun;Lee, Byung-Chul
    • Korean Chemical Engineering Research
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    • v.44 no.5
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    • pp.476-482
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    • 2006
  • This paper studied the recovery of organic acid from organic acid salt by using bipolar membrane electrodialysis. Acetic acid and lactic acid was used as for organic acid. Organic acid concentration, sodium hydroxide concentration and pH values were measured at various current density. Organic acid salt was effectively converted to organic acid and sodium hydroxide. Based on the experimental results, mathematical models were developed, in which time changes in ion balance were considered. Model predictions of organic acid concentration, sodium hydroxide concentration and pH values were in good agreement with the experimental data.

Modeling of Fine Cracks using Fuzzy Mathematical Morphology (퍼지 수학적 형태학을 이용한 미세균열 모델링)

  • Park, In-Kyoo;Choi, Gyoo-Seok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.10 no.5
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    • pp.105-111
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    • 2010
  • In this paper the elasticity of fault-detection algorithm based on fuzzy logic is proposed through lots of experiments, justifying its validity. The four mathematical morpholgical operators was defined to detect the cracks. The cracks was detected via center of area method with ${\lambda}$-fuzzy measure of fuzzy sets. However generally favorable, the result owes to how adequate the lighting device is designed in case of the so far fine crack of pieces. In an attempt to improve the response of the system, It is designed to minimize the use of memory via LookUp table in software.

performance analysis of the CSMA/CA protocol using stop-and-wait ARQ method in iwreless LANs (무선 근거리 통신망에서의 Stop-and-wait ARQ 방식을 사용하는 충돌회피 프로토콜 성능분석)

  • 김재현;이정규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.5
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    • pp.1208-1220
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    • 1996
  • In this paper, the performance of a Carrier Sense Multiple Access/Collision avoidance (CSMA/CA) protocol using stop-and-Wait automatic Repeat reQuest, which is adapted as a draft standard in IEEE 802.11, is analyzed using a mathematical method based on a renewal theory, and simulation checks are performed, which confirm the goodness of our anlysis. In order to anlayze of CSMA/CA, we model that network is composed of finite populationand channel is slotted. And, we consider the CSMA/CA protocol as a hybrid protocol of 1-persistent CSMA and p-persistent CSMA protocol. As resuls of analysis, we have found that the throughput is degraded and packet delay is increased as the number of stations, Acknowledgement (ACK) length and Distributed coordination function Inter Frame Space (DIFS) length are increased.

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A Study on the Simulation Algorithm of the Multistage Interconnection Networks (다단상호 접속망의 Simulation Algorithm 개발에 관한 연구)

  • Lee, Eun-Seol;Kim, Dae-Ho;Lim, Chae-Tak
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.5
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    • pp.71-78
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    • 1989
  • To estimate a performance of MIM's a network modeling method and a simulation algorithm are proposed, and this algorithm is programmed by C language. Especially, state variables are defined to process many concurrent requests ar inputs and a data structure, which contains network informations, is proposed to keep track of each stage. This simulation can be applied to computers which are designed for sequential processing. This method can be used to estimate a performance of MIN's instead of using complex mathematical method.

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방출조절용 항균성 포장재의 개발 및 미생물 생육억제와 물질전달 모델링

  • Han, Jeong-Hun
    • Bulletin of Food Technology
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    • v.9 no.2
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    • pp.111-127
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    • 1996
  • Potassium Sorbate의 향균능력측정결과 효모(Saccharomyces cerevisiae)의 성장에 대하여 uncompetitive 기작으로 작용하였다. 열처리 실험의 결과 Potassium Sorbate는 가열온도에 대하여 Arrhenius, 또한 가열시간에 대하여 1차반응식관계로 향균능력을 잃었으며 따라서 보존제로 Potassium Sorbate를 식품에 첨가후 포장, 가열살균하는 일반 식품가공공정상에서 가열살균공정이 첨가 보존제의 잔류향균능력을 잃게 하는 것으로 나타났다. 플라스틱 film과 치즈안에서 Potassium Sorbate의 확산계수 및 확산에 의한 물질전달 현상을 수학적모델과 컴퓨터 simulation 그리고 실험에 의해 구하였다. 저밀도폴리에틸렌(LDPE)이 범용플라스틱중에서 가장 작은 확산계수를 가져 빠른 물질전달이 요구되는 film층 또는 약물저장층으로 적합한것으로 나타났다. 그외 고밀도 폴리에틸렌(HDPE)과 폴리프로필렌(PP), 폴리에스터(PET)는 느린 물질전달이 요구되는층 또는 복합다층 film에서 물질전달에 단방향성을 주는 고차단층으로 적합한것으로 나타났다. Potassium Sorbate분말과 LDPE resin분말을 섞은후 단일스크루 익스트루더로 항균성 포장 film을 제조한 결과 LDPE film의 tensile strength과 elongation, elastic modulus는 Potassium Sorbate를 3% 이상 포함할때까지 변화하지 않았다. 그러나 film의 투명도는 급격히 낮아졌다. 향균성LDPE film은 효모가 접종된 한천배지상에서 항균물질인 Potassium Sorbate를 배지위로 서서히 방출시켜 효모의 성장속도(growth rate)를 저하시키고 초기성장지체기(lag period)를 연장시킨다. 따라서 식품포장재로 적용시에 미생물의 오염을 막고 식품저장기간을 연장할것이라 여겨진다.

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The Change of Degree of Cure and Specific Heat Capacity According to Temperature of Thermoset Resin (열경화성 수지의 온도에 따른 경화도와 비열(Cp) 변화)

  • Shin, Dong-Woo;Hwang, Seong-Soon;Lee, Ho-Sung;Kim, Jin-Won;Choi, Won-Jong
    • Composites Research
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    • v.28 no.3
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    • pp.99-103
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    • 2015
  • This paper presents the cure kinetics studies on the cure reaction of thermosetting resin. Above all, change in degree of cure and specific heat capacity according to temperature are observed using DSC and MDSC. The results are analyzed by cure kinetics and specific heat capacity model. Glass transition temperature was also measured to apply to the specific heat capacity model. Model parameters were gained from the modeling result. As a result, behavior of specific heat capacity can be calculated mathematically.