• 제목/요약/키워드: Cluster-based

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CBRP 기반 잔여전력량을 이용한 개선된 클러스터 라우팅 기법 (Improved Cluster Routing Algorithm Using Remaining Electric Energy Based on CBRP)

  • 박혜란;김우완;장상동
    • 한국컴퓨터정보학회논문지
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    • 제18권1호
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    • pp.63-71
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    • 2013
  • 클러스터 기반 라우팅 프로토콜(CBRP, Cluster-Based Routing Protocol)은 각 클러스터 내에 헤더를 선출하고 클러스터 헤더가 모든 이동 노드들을 관리, 운영하기 때문에 전력 소모가 심하게 일어나게 된다. 각 노드의 잔여 전력량을 고려하지 않고 헤더를 임의로 선출하기 때문에 클러스터 헤더의 평균 수명이 짧아지고 빈번하게 다른 헤더를 선출해야 하는 문제점을 가지고 있다. 본 논문에서는 잔여전력량을 고려하여 헤더 재선출로 인한 라우팅 지연을 줄이고, 클러스터뿐만 아니라 전체 네트워크의 수명을 연장시키는 새로운 헤더 선출기법을 제안한다. 제안 기법에서는 잔여전력량을 고려하여 헤더와 보조 헤더를 선출한다. 선출된 클러스터 헤더의 잔여전력량이 낮아져 헤더 역할을 수행할 수 없게 되면 미리 선출해둔 보조 헤더가 클러스터 헤더 역할을 수행하도록 함으로써 빈번한 헤더 재선출로 인한 문제점을 줄인다. 또한 잔여전력량이 높은 노드가 헤더로 선출되기 때문에 각 클러스터의 모든 노드는 전력이 균등하게 소비되어 네트워크 전체의 수명을 연장시킨다.

리눅스 클러스터 서버 상에서 RTSP 기반의 VOD 스트리밍 시스템의 설계 및 구현 (Design and Implemantation of RTSP Based VOD Streaming System On a Linux Cluster Server)

  • 홍기호;김영진;최황규
    • 산업기술연구
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    • 제21권A호
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    • pp.129-134
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    • 2001
  • Linux cluster Server makes a high performance PC cluster system, and provides scalablity and availability as compared with an expensive single server. In this paper, we design and implement a VOD streaming service system to serve video and audio streaming services on the Linux cluster server. Our Streaming server supports the MS Window Media Format based on the RTSP streaming protocol.

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PROGRESS REPORT: INVESTIGATION OF THE MORPHOLOGY OF CLUSTER GALAXIES

  • OH, SEULHEE;YI, SUKYOUNG K.
    • 천문학논총
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    • 제30권2호
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    • pp.529-530
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    • 2015
  • We investigated the galaxy morphology of 6 Abell clusters at z = 0.0784 - 0.145 based on deep images obtained using MegaCam on the CFHT. For hundreds of galaxies in our data, we classified their morphology based on criteria related to secular or merger related evolution. We found that the morphological mixture of galaxies varies considerably from cluster to cluster. This article contains a general description of our deep imaging campaign and preliminary results for galaxy morphologies in cluster environments.

An Effective Design of Process Mean Control Chart in Subgroups Based on Cluster Sampling Type

  • Nam, Ho-Soo
    • Journal of the Korean Data and Information Science Society
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    • 제14권4호
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    • pp.939-950
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    • 2003
  • Control charts are very useful tool for monitoring of process characteristics. This paper discusses the problem of design of control limits when the subgroups are composed by cluster sampling type. As an alternative method of design of control limits XbBar chart is proposed, which uses the control limits based on the variation between subgroups instead of using classical variation within subgroups. Two examples are presented for reasonable design of control limits and conditions of subgroups based on the cluster sampling. Through examples the guidelines for making proper control limits are proposed.

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음성학을 토대로 한 자음군 습득 모형 (Phonetically Based Consonant Cluster Acquisition Model)

  • 권보영
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2007년도 한국음성과학회 공동학술대회 발표논문집
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    • pp.109-113
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    • 2007
  • Second language learners' variable degree of production difficulty according to the cluster type has previously been accounted for in terms of sonority distance between adjacent segments. As an alternative to this previous model, I propose a Phonetically Based Consonant Cluster Acquisition Model (PCCAM) in which consonant cluster markedness is defined based on the articulatory and perceptual factors associated with each consonant sequence. The validity of PCCAM has been tested through Korean speakers' production of English consonant clusters.

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Code Combining Cooperative Diversity in Long-haul Transmission of Cluster based Wireless Sensor Networks

  • Asaduzzaman, Asaduzzaman;Kong, Hyung-Yun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권7호
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    • pp.1293-1310
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    • 2011
  • A simple modification of well known Low Energy Adaptive Clustering Hierarchy (LEACH) protocol is proposed to exploit cooperative diversity. Instead of selecting a single cluster-head, we propose M cluster-heads in each cluster to obtain a diversity of order M. The cluster-heads gather data from all the sensor nodes within the cluster using same technique as LEACH. Cluster-heads transmit gathered data cooperatively towards the destination or higher order cluster-head. We propose a code combining based cooperative diversity protocol which is similar to coded cooperation that maximizes the performance of the proposed cooperative LEACH protocol. The implementation of the proposed cooperative strategy is analyzed. We develop the upper bounds on bit error rate (BER) and frame error rate (FER) for our proposal. Space time block codes (STBC) are also a suitable candidate for our proposal. In this paper, we argue that the STBC performs worse than the code combining cooperation.

Variable Selection and Outlier Detection for Automated K-means Clustering

  • Kim, Sung-Soo
    • Communications for Statistical Applications and Methods
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    • 제22권1호
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    • pp.55-67
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    • 2015
  • An important problem in cluster analysis is the selection of variables that define cluster structure that also eliminate noisy variables that mask cluster structure; in addition, outlier detection is a fundamental task for cluster analysis. Here we provide an automated K-means clustering process combined with variable selection and outlier identification. The Automated K-means clustering procedure consists of three processes: (i) automatically calculating the cluster number and initial cluster center whenever a new variable is added, (ii) identifying outliers for each cluster depending on used variables, (iii) selecting variables defining cluster structure in a forward manner. To select variables, we applied VS-KM (variable-selection heuristic for K-means clustering) procedure (Brusco and Cradit, 2001). To identify outliers, we used a hybrid approach combining a clustering based approach and distance based approach. Simulation results indicate that the proposed automated K-means clustering procedure is effective to select variables and identify outliers. The implemented R program can be obtained at http://www.knou.ac.kr/~sskim/SVOKmeans.r.

Estimation-Based Load-Balancing with Admission Control for Cluster Web Servers

  • Sharifian, Saeed;Motamedi, Seyed Ahmad;Akbari, Mohammad Kazem
    • ETRI Journal
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    • 제31권2호
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    • pp.173-181
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    • 2009
  • The growth of the World Wide Web and web-based applications is creating demand for high performance web servers to offer better throughput and shorter user-perceived latency. This demand leads to widely used cluster-based web servers in the Internet infrastructure. Load balancing algorithms play an important role in boosting the performance of cluster web servers. Previous load balancing algorithms suffer a significant performance drop under dynamic and database-driven workloads. We propose an estimation-based load balancing algorithm with admission control for cluster-based web servers. Because it is difficult to accurately determine the load of web servers, we propose an approximate policy. The algorithm classifies requests based on their service times and tracks the number of outstanding requests from each class in each web server node to dynamically estimate each web server load state. The available capacity of each web server is then computed and used for the load balancing and admission control decisions. The implementation results confirm that the proposed scheme improves both the mean response time and the throughput of clusters compared to rival load balancing algorithms and prevents clusters being overloaded even when request rates are beyond the cluster capacity.

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클러스터 기반 애드혹 네트워크 환경에서의 보안 라우팅 프로토콜 (Secure Routing Protocol in Cluster-Based Ad Hoc Networks)

  • 민성근;박요한;박영호;문상재
    • 한국통신학회논문지
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    • 제37C권12호
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    • pp.1256-1262
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    • 2012
  • 이동 애드혹 네트워크는 고정된 기반 망의 도움 없이 이동 단말만으로 구성된 자율적이고 독립적인 네트워크이다. 최근 애드혹 네트워크의 보안성과 효율성을 높이는 방법으로 클러스터 기반 애드혹 네트워크가 대두되고 있다. 또한 이에 적합한 라우팅 프로토콜 역시 활발히 연구되고 있다. 하지만 클러스터 기반 ad-hoc 네트워크에서 보안을 고려한 라우팅 프로토콜에 대한 연구는 미흡한 실정이다. 본 논문에서는 클러스터 기반 애드혹 네트워크에서 공격에 안전한 보안 라우팅 프로토콜을 제안한다. 제안하는 보안 라우팅 프로토콜은 Diffie-Hellman 키 교환, HMAC, 디지털 서명 등을 사용하여 라우팅 메시지에 대한 무결성을 보장하여 안전한 경로 설정을 수행하였다.

An Efficient Cluster Based Service Discovery Model for Mobile Ad hoc Network

  • Buvana, M.;Suganthi, M.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권2호
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    • pp.680-699
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    • 2015
  • The use of web service has been increased rapidly, with an increase in the number of available services, finding the exact service is the challenging task. Service discovery is the most significant job to complete the service discoverers needs. In order to achieve the efficient service discovery, we focus on designing a cluster based service discovery model for service registering and service provisioning among all mobile nodes in a mobile ad hoc network (MANETs). A dynamic backbone of nodes (i.e. cluster heads) that forms a service repository to which MANET nodes can publish their services and/or send their service queries. The designed model is based on storing services with their service description on cluster head nodes that are found in accordance with the proposed cluster head election model. In addition to identifying and analyzing the system parameters for finding the effectiveness of our model, this paper studies the stability analysis of the network, overhead of the cluster, and bandwidth utilization and network traffic is evaluated using analytic derivations and experimental evaluation has been done.