• 한국컴퓨터정보학회:학술대회논문집
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• 한국컴퓨터정보학회 2020년도 제62차 하계학술대회논문집 28권2호
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• pp.387-388
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• 2020

As the utilization of microservice architectural style in diverse applications are increasing, the microservice deployment cost became a concern for many companies. We propose an approach to reduce the deployment cost by generating an algorithm which minimizes the cost of basic operation of a physical machine and the cost of resources assigned to a physical machine. This algorithm will produce optimal resource allocation and deployment location based on genetic algorithm process.

• 대한안전경영과학회:학술대회논문집
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• 대한안전경영과학회 2002년도 춘계학술대회
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• pp.227-230
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• 2002

This paper presents an analytic method of quality function deployment(QFD) that is to maximize customer satisfaction subject to technical and economic sides in process design. We have used Wasserman's normalization method and the analytical hierarchy process(AHP) to determine the intensity of the relationship between customer requirements and process design attributes. This paper also shows cost-quality model the tradeoff between quality and cost as a linear programming(LP) with new constraints that have designated special process required allocating firstly The cost-quality function deployment of piston ring is presented to illustrate the feasibility of such techniques.

• 대한안전경영과학회지
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• 제4권2호
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• pp.169-178
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• 2002

This paper presents an analytic method of quality function deployment(QFD) that is to maximize customer satisfaction subject to technical and economic sides in process design. We have used Wasserman's normalization method and the analytical hierarchy process(AHP) to determine the intensity of the relationship between customer requirements and process design attributes. This paper also shows cost-quality model the tradeoff between quality and cost as a linear programming(LP) with new constraints that have designated special process required allocating firstly. The cost-quality function deployment of piston ring is presented to illustrate the feasibility of such techniques.

• 한국컴퓨터정보학회논문지
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• 제12권4호
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• pp.221-228
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• 2007

품질기능전개(Qualify Function Deployment, QFD)는 새로운 제품의 품질을 보증하기 위한 전략으로써 일본에서 처음 소개된 기법이다. QFD는 1972년 Mitsubish 중공업의 고베 조선소에서 처음 개발되어 사용되었고, 세계적으로 많은 기업들에서 제품을 개발하기 위한 설계단계부터 많이 사용해 오고 있다. QFD와 관련하여 많은 연구들이 수행되어져 오고 있지만, 비용을 고려한 품질기능전개(Cost-based Quality Function Deployment, QFCD)와 관련된 연구들은 활발하게 수행되고 있지 못한 실정이다. QFD 전개에서 비용을 고려하지 않고 수행되어진다면 현실적이지 못한 결과를 초래할 수 있다. 따라서 본 연구는 QFCD 개념과 수행절차를 소개함으로써 제품개발결과에 대한 효과성과 효율성을 제고하는데 그 목적이 있다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권11호
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• pp.3030-3049
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• 2023

With the development and wide application of hybrid network computing modes like cloud computing, edge computing and fog computing, the customer service requests and the collaborative optimization of various computing resources face huge challenges. Considering the characteristics of network environment resources, the optimized deployment of service resources is a feasible solution. So, in this paper, the optimal goals for deploying service resources are customer experience and service cost. The focus is on the system impact of deploying services on load, fault tolerance, service cost, and quality of service (QoS). Therefore, the alternate node filtering algorithm (ANF) and the adjustment factor of cost matrix are proposed in this paper to enhance the system service performance without changing the minimum total service cost, and corresponding theoretical proof has been provided. In addition, for improving the fault tolerance of system, the alternate node preference factor and algorithm (ANP) are presented, which can effectively reduce the probability of data copy loss, based on which an improved cost-efficient replica deployment strategy named ICERD is given. Finally, by simulating the random occurrence of cloud node failures in the experiments and comparing the ICERD strategy with representative strategies, it has been validated that the ICERD strategy proposed in this paper not only effectively reduces customer access latency, meets customers' QoS requests, and improves system service quality, but also maintains the load balancing of the entire system, reduces service cost, enhances system fault tolerance, which further confirm the effectiveness and reliability of the ICERD strategy.

• 대한산업공학회지
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• 제34권2호
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• pp.223-234
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• 2008

Mobile multi-hop relaying (MMR) technology is being considered as a promising solution capable to enhance coverage, user throughput, and system capacity of the current wired backbone dependent wireless access networks. Since the relaying nodes do not need a wired backbone access, MMR technology offers easy and low-cost deployment, flexible cell planning, and adaptive traffic handling performance. In this paper, we investigate performance and cost effectiveness of the MMR technology deployment in the IEEE802.16j based WiBro/WiMAX systems. We first introduce standardization activities and research issues of MMR WiBro/ WiMAX systems. Since the coverage extension problem may occur in metropolitan areas as well as suburban or rural areas where user density is relatively low or moderate, we introduce several MMR topologies and analyze cost-effectiveness of MMR based coverage extension with respect to the user traffic density. Then, we argue cost effect on MMR technology deployment and throughput performance, Finally, we introduce further study issues including sectorized base station based MMR deployment approaches and the single and multi-frame structure MMR approaches.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권11호
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• pp.3544-3564
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• 2022

With the development of the NB-IoT (Narrow band Internet of Things) and smart cities, coupled with the emergence of smart smoke sensors, new requirements and issues have been introduced to study on the deployment of sensors in large spaces. Previous research mainly focuses on the optimization of wireless sensors in some monitoring environments, including three-dimensional terrain or underwater space. There are relatively few studies on the optimization deployment problem of smart smoke sensors, and leaving large spaces with obstacles such as libraries out of consideration. This paper mainly studies the deployment issue of smart smoke sensors in large spaces by considering the fire probability of fire areas and the obstacles in a monitoring area. To cope with the problems of coverage blind areas and coverage redundancy when sensors are deployed randomly in large spaces, we proposed an optimized deployment strategy of smart smoke sensors based on the PSO (Particle Swarm Optimization) algorithm. The deployment problem is transformed into a multi-objective optimization problem with many constraints of fire probability and barriers, while minimizing the deployment cost and maximizing the coverage accuracy. In this regard, we describe the structure model in large space and a coverage model firstly, then a mathematical model containing two objective functions is established. Finally, a deployment strategy based on PSO algorithm is designed, and the performance of the deployment strategy is verified by a number of simulation experiments. The obtained experimental and numerical results demonstrates that our proposed strategy can obtain better performance than uniform deployment strategies in terms of all the objectives concerned, further demonstrates the effectiveness of our strategy. Additionally, the strategy we proposed also provides theoretical guidance and a practical basis for fire emergency management and other departments to better deploy smart smoke sensors in a large space.

• 한국군사과학기술학회지
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• 제11권3호
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• pp.161-168
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• 2008

The deployable space structure is necessary to minimize the satellite volume and launch cost. For the deployment, passive deployment mechanism has widely been used to attenuate a latch shock induced when the structure is just fully deployed. To reduce the latch shock, viscous damper is applied to the passive deployment mechanism and it can control the deployment speed of the structure. In this paper, dynamic analysis of the deployable space structure using the passive deployment mechanism with the viscous damper has been performed. The viscous damping values have been optimized through numerical simulation. The satellite's attitude influenced by pyro activation for the release of the structure has also been investigated.

• 한국인터넷방송통신학회논문지
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• 제10권6호
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• pp.55-62
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• 2010

모니터링 시스템은 특정 영역에서 발생하는 사건을 신속히 보고하여 적절한 대응을 할 수 있도록 해주는 시스템을 말한다. 로봇화된 산업 생산라인의 공정 모니터링에서부터 산불감지, 침입탐지, 스마트그리드, 환경오염 경보에 이르기 까지 다양한 산업군에서 널리 사용되고 있으며 무선통신의 발달과 저가의 센서를 활용가능하게 되면서 센서네트워크로 대표되는 지능형 또는 스마트 모니터링 시스템으로 발전하게 되었다. 모니터링 시스템의 목적이 다양하고 구축비용, 구성 방식, 구축 후 효과 등 많은 부분이 센서 또는 모니터링 디바이스가 설치된 장소에 영향을 받게 되지만 제한된 방식에 대해서만 배치 기법에 대해 관심을 받아 왔다. 모니터링 시스템의 종류에 따라 활용할 수 있는 다양한 방식의 배치 기법을 소개하고 배치 시의 성능을 객관적으로 비교할 수 있는 성능척도들 또한 소개하여 기존의 모니터링 시스템을 평가하고 개선할 수 있는 지점을 확인가능하게 하며 모니터링 시스템 설계 시에도 활용가능하다. 성능 척도는 배치과정에서의 효율성과 배치된 이후의 모니터링 시스템의 유용성을 평가할 수 있어야 한다. 배치과정에서의 효율성은 배치에 소요된 시간, 에너지 소모량, 비용, 안전성, 센서노드 손상율, 확장성(Scalability) 등이며 배치 이후의 모니터링 시스템의 유용성은 목표지역(ROI) 커버리지(Coverage), 연결성(Connectivity), 균일도(Uniformity), 목표 밀도(target density) 유사성, 단위기간 에너지 소모율 등이다.

• 한국통신학회논문지
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• 제34권10B호
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• pp.973-980
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• 2009

무선 센서 네트워크의 효율적인 설비 및 운용을 위한 네트워크 구축과 관련하여 에너지 소비나, key 관리 기술, 센서배치 등 다양한 부문에서 연구가 진행되고 있으며, 그 중에서도 센서 배치는 시스템 구축비용과 성능에 직접적으로 관련되는 중요한 이슈 중 하나이다. 본 고에서는 센서 네트워크에 요구사항을 만족하면서 센서 네트워크 구축 비용을 절감하는 센서 배치 방안을 제시한다. 센서 배치에 주로 이용되는 담금질 기법(simulated annealing, SA)을 적용하되, 지리정보시스템(graphical information system, GIS)을 활용하여 노드간 연결성(Connectivity)과 센싱 반경(Coverage)을 만족하면서 센서 노드의 수를 최소화하고 이를 초기 센서 배치에 적용한다. 모의실험을 통해 기존 임의 초기 배치 방법에 비해 제안된 방법이 센서의 초기 배치 시 뿐만 아니라 최종 배치 단계에서도 시스템 구축비용을 절감하는 효과를 가짐을 보인다.