• Title/Summary/Keyword: agent modeling

Search Result 311, Processing Time 0.025 seconds

Performance Analysis of Error Recovery System on Distributed Multimedia Environment (분산 멀티미디어 환경에서 실행되는 오류 복구 시스템의 성능 분석)

  • Ko Eung-Nam
    • Journal of Digital Contents Society
    • /
    • v.6 no.1
    • /
    • pp.85-88
    • /
    • 2005
  • The requirement of distributed multimedia applications is the need for sophisticated QoS(quality of service) management. In terms of distributed multimedia systems, the most important catagories for quality of service are a timeless, volume, and reliability. In this paper, we discuss a method for increasing reliability through fault tolerance. We describe the desist and implementation of the ERA running on distributed multimedia environment ERA is a system is able to recover automatically a software error based on distributed multimedia. This paper explains a performance analysis of an error recovery system running on distributed multimedia environment using the rule-based DEVS modeling and simulation techniques. In DEVS, a system has a time base, inputs, states, outputs, and functions.

  • PDF

Performance Comparison of Security System with Various Collaboration Architecture (다양한 연동 구조를 통한 보안 시스템의 성능 비교)

  • 김희완;서희석
    • Journal of the Korea Computer Industry Society
    • /
    • v.5 no.2
    • /
    • pp.235-242
    • /
    • 2004
  • As e-business being rapidly developed the importance of security is on the rise in network. Intrusion detection systems which are a core security system detect the network intrusion trial. As intrusions become more sophisticated, it is beyond the scope of any one IDS to deal with them. Thus we placed multiple IDS agents in the network and the information helpful for detecting the intrusions is shared among these agents to cope effectively with attackers. Each agent cooperates through the BBA (Black Board Architecture) and CNP (Contract Net Protocol) for detecting intrusions. In this paper, we propose the effective method comparing the blackboard architecture to contract net protocol.

  • PDF

Leadership Styles and Customer Loyalty: A Lesson from Emerging Southeast Asia's Airlines Industry

  • RIZAN, Mohamad;WAROKKA, Ari;WIBOWO, Agus;FEBRILIA, Ika
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.7 no.9
    • /
    • pp.477-488
    • /
    • 2020
  • This study provides the empirical testing to test the influences of contemporary leadership styles (i.e., transactional and transformational) on job satisfaction and customer satisfaction as the mediating variable between job satisfaction and customer loyalty. The approach utilized in this study was a quantitative research design using a survey model. The participants of this study were recruited from 160 front-liners in the airline's industry in Indonesia. This study employed 160 front liners (flight attendants, reservation/ticketing, and check-in-counter officers) who worked in Branch Office/General Sales Agent of Indonesian commercial airlines. The studied airlines serve domestic routes based at Soekarno-Hatta International Airport. Furthermore, the data were examined the four developed hypotheses by using Structural Equation Modeling (SEM). The primary results are: First, in the context of job satisfaction, both leadership styles (i.e., transactional and transformational) have similar influences; Second, job satisfaction affects customer satisfaction positively and significant, Third, customer loyalty is driven by passengers' satisfaction when they are utilizing the airline services. The findings imply that the working-role encouragement is essential to maximize the productivity of front-liners to serve their customer well. This research supports on developing the general knowledge based on leadership styles in the context of the airline's industry in managing the human resources strategically.

A Study on the Development of the User Behavior Simulation Technology Using a Perceived Action Possibilities (내제된 행위 유발 가능성을 활용하는 사용자 행동 시뮬레이션 기술의 개발에 관한 연구)

  • Lee, Yun-Gil;Park, Chang-Hoon;Im, Dong-Hyuk
    • Journal of Korea Multimedia Society
    • /
    • v.17 no.11
    • /
    • pp.1335-1344
    • /
    • 2014
  • In architectural design, the user is one of the most important factors for the design task as well as the standard for evaluating the value of the built environment after its construction. Recently, accidents, such as fires and breakdowns, in huge and complicated buildings have increased the importance of user behavior simulation. The Korean government has tried to establish a regulation for the prevention of accidents in the built environment. This is regarded as a significant step forward for providing a safer and more appropriate environment for users. However, the existing technologies related to analyzing user behavior only simulate simplified situations. Such simulations are not enough to evaluate accurately the designed alternatives because buildings and spaces contain more complicated information than what we have conventionally considered. Thus, we propose that the advanced agent can interact with the architectural context. It can understand not only the physical situation but also how the users affect this situation. In order to realize this, we adopted the concept of affordances as the perceived action possibilities for the simulation environment.

Relationships between genetic polymorphisms and transcriptional profiles for outcome prediction in anticancer agent treatment

  • Paik, Hyo-Jung;Lee, Eun-Jung;Lee, Do-Heon
    • BMB Reports
    • /
    • v.43 no.12
    • /
    • pp.836-841
    • /
    • 2010
  • In the era of personal genomics, predicting the individual response to drug-treatment is a challenge of biomedical research. The aim of this study was to validate whether interaction information between genetic and transcriptional signatures are promising features to predict a drug response. Because drug resistance/susceptibilities result from the complex associations of genetic and transcriptional activities, we predicted the inter-relationships between genetic and transcriptional signatures. With this concept, captured genetic polymorphisms and transcriptional profiles were prepared in cancer samples. By splitting ninety-nine samples into a trial set (n = 30) and a test set (n = 69), the outperformance of relationship-focused model (0.84 of area under the curve in trial set, P = $2.90{\times}10^{-4}$) was presented in the trial set and validated in the test set, respectively. The prediction results of modeling show that considering the relationships between genetic and transcriptional features is an effective approach to determine outcome predictions of drug-treatment.

A Numerical Study on a Prediction of Performance of the Metal Hydride Thermal Conversion System through the Propagation Phenomena of Superadiabatic Thermal Waves (초단열 열파동의 전파현상을 활용하는 수소저장합금 열변환 시스템의 성능예측을 위한 수치해석적 연구)

  • Kim, Gyu-Jeong;Kim, Gwan-Yeong;Chae, Jae-U
    • Transactions of the Korean Society of Mechanical Engineers B
    • /
    • v.25 no.4
    • /
    • pp.572-582
    • /
    • 2001
  • A method of metal-hydride thermal conversion that is an alternative to the traditional method is proposed and investigated. The unit heat pump consists of reactors of two different metal-hydrides are distributed inside parallel channels filled with porous media. The channels are blown through with a heat-transfer agent. Thermal conversion develops as a set of successive heat waves. By a numerical-modeling method it is shown that the maximum thermal effect is attained in synchronous motion of the heat wave and the heat source (or sink) that accompanies the phase transition in the succession of unit metal-hydride pumps. The results are presented in a form convenient for prediction of the thermal and energy efficiency of the proposed thermal-conversion method in real devices.

An e-Business Architecture Framework using Information Technology Architecture (ITA 기반의 전자상거래 아키텍처 프레임워크)

  • Kim, Duk-Hyun
    • Information Systems Review
    • /
    • v.4 no.2
    • /
    • pp.41-58
    • /
    • 2002
  • This paper is to show the meaningfulness of applying Information Technology Architecture (ITA) to the modeling of a nation-wide e-Business architecture framework. After reviewing various architecture frameworks we suggested a unique architecture framework called VMT (Views, Models, and Time-frames). VMT represents five views of e-Business stakeholders; six models of data, function, network, agent, event, and rule; and three timeframes of short-term, mid-term, and long-term. VMT is an extension and unification of popular frameworks including Zachman's framework that has international recognition and use, C4ISR architecture framework of US DoD's, and Federal Enterprise Architecture Framework (FEAF) of the US Federal Government's.

Analysis of the GOP Border security systems of the ROK Army by Using ABMS and NOLH design (ABMS와 NOLH을 이용한 한국군 GOP 경계시스템에 관한 분석)

  • Oh, Kyungtack
    • Journal of the Korea Society for Simulation
    • /
    • v.23 no.2
    • /
    • pp.25-33
    • /
    • 2014
  • In this study, the border security problem of the ROK Army is examined by applying the agent-based modeling and simulation (ABMS) concept as well as its platform, MANA. Based on the approximately optimized behavior of the infiltrator obtained using genetic algorithm (GA), we evaluate the GOP border security system which consists of human resources, surveillance, as well as command and control (C2) systems. We use four measures of effectiveness (MOEs) to evaluate its performance, and we apply a near optimal latin hypercube (NOLH) design to deal with the large number of factors of interest in our model. By using a NOLH design, our simulation runs are implemented efficiently. We hope the results of this study provide valuable data for deciding the configuration of the border security system structure and the number of soldiers assigned in the platoon.

Exploration of Border Security Systems of the ROK Army Using ABMS and GA Algorithm (ABMS와 유전학적 알고리즘을 이용한 한국군 경계시스템에 관한 연구)

  • Oh, Kyungtack;Lee, Jae-Yeong
    • Journal of the Korea Society for Simulation
    • /
    • v.22 no.2
    • /
    • pp.33-40
    • /
    • 2013
  • This paper explores a border security system based on agent-based modeling and simulation (ABMS). The ABMS software platform, map aware non-uniform automata, is used to model various scenarios and evaluate the border security system given a set of infiltrators who have evolutionary behavior governed by genetic algorithm (GA). we formulated an optimization model and approximately solved it using a GA in order to capture near optimal behavior of an infiltrating force. The results presented give two significant insights for our border security system in that optimizing the infiltrator's behavior can make a significant difference and the quantitative results regarding the infiltrator's avoidance of each asset can be viewed as capturing their relative importance.

Leverage Strategy to National R&D Investment in Korea: A System Dynamics Approach (국가 연구재발 투자시스템의 레버리지 전략: 시스템 다이내믹스 접근)

  • 박헌준;오세홍;김상준
    • Proceedings of the Korean System Dynamics Society
    • /
    • 2004.02a
    • /
    • pp.19-52
    • /
    • 2004
  • This study aims to grasp invisible yet dynamic systemic structure that influences the general procedure of national R&D investment system in Korea using "system dynamic methods and to suggest policy lever. Various conflicting situations, 'R&D investment paradoxes' in myopia investment and principal-agent problems etc, arise when the government decides R&D investment area and makes indispensable choice. Difficulty in the decision can be amplified due to misalignments among decision on adequate amount of R&D investment ("strategic loop"), R&D system ("structural loop") and acceptance and realization by R&D laboratories and theirs researcher ("efficacy loop"). Results of modeling and simulation of korea national R&D investment system with consideration of three causal loops show the switching pattern dynamically, in which form of technologies shifts from one to another stage like paradigm shift, when the R&D investment reaches a certain stork. R&D investment increases are directly not liked to R&D productivities because of delays and side effects during transition periods between different stages of technology development. Thus, It is necessary to develope strategies in order to enhance efficiency of technological development process by perceiving the switching pattern.

  • PDF