• Title/Summary/Keyword: 클러스터기반 기법

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An Adaptive Clustering Protocol Based on Position of Base-Station for Sensor Networks (센서 네트워크를 위한 싱크 위치 기반의 적응적 클러스터링 프로토콜)

  • Kook, Joong-Jin;Park, Young-Choong;Park, Byoung-Ha;Hong, Ji-Man
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.12
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    • pp.247-255
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    • 2011
  • Most existing clustering protocols have been aimed to provide balancing the residual energy of each node and maximizing life-time of wireless sensor networks. In this paper, we present the adaptive clustering strategy related to sink position for clustering protocols in wireless sensor networks. This protocol allows networks topology to be adaptive to the change of the sink position by using symmetrical clustering strategy that restricts the growth of clusters based on depth of the tree. In addition, it also guarantees each cluster the equal life-time, which may be extended compared with the existing clustering protocols. We evaluated the performance of our clustering scheme comparing to LEACH and EEUC, and observe that our protocol is observed to outperform existing protocols in terms of energy consumption and longevity of the network.

Parallel lProcessing of Pre-conditioned Navier-Stokes Code on the Myrinet and Fast-Ethernet PC Cluster (Myrinet과 Fast-Ethernet PC Cluster에서 예조건화 Navier-Stokes코드의 병렬처리)

  • Lee, G.S.;Kim, M.H.;Choi, J.Y.;Kim, K.S.;Kim, S.L.;Jeung, I.S.
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.30 no.6
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    • pp.21-30
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    • 2002
  • A preconditioned Navier-Stokes code was parallelized by the domain decomposition technique, and the accuracy of the parallelized code was verified through a comparison with the result of a sequential code and experimental data. Parallel performance of the code was examined on a Myrinet based PC-cluster and a Fast-Ethernet system. Speed-up ratio was examined as a major performance parameter depending on the number of processor and the network communication topology. In this test, Myrinet system shows a superior parallel performance to the Fast-Ethernet system as was expected. A test for the dependency on problem size also shows that network communication speed in a crucial factor for parallel performance, and the Myrinet based PC-cluster is a plausible candidate for high performance parallel computing system.

Buffering Strategy for Efficient Processing of Range Queries (영역 질의의 효율적 처리를 위한 버퍼링 기법)

  • Kim Sang-Woo;Lee Joon-Woo;Jeon Seg-Il;Nah Yun-Mook
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06c
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    • pp.124-126
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    • 2006
  • 휴대전화, PDA, GPS 등 모바일 기기들의 발전과 보급으로 인하여 위치 기반 서비스에 대한 관심이 크게 증가하고 있다. 휴대폰 사용자 위치 추적과 같은 대용량의 객체를 처리하기 위해서 기존의 단일 노드 기반 시스템으로는 어려움이 있어, 클러스터 기반 분산 컴퓨팅 구조로 GALIS 아키텍처가 제안되었다. 본 논문에서 제안하는 질의 처리 성능 개선을 위한 버퍼링 기법은 GALIS의 질의 처리 서브 시스템 성능 향상을 위해 질의 처리 결과를 버퍼링하고 연속된 질의 처리시 발생할 수 있는 중첩된 질의 영역을 관리하게 설계 하였다. 버퍼링 기법을 통해 수행되는 질의는 중첩된 질의 영역을 제외한 부분만을 수행하기 때문에 결과 셋의 크기를 줄여주는 역할을 하고, 질의 처리 시간 감소에 큰 영향을 미친다.

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Routing Scheme with Autonomous Prediction based Clustering in Wireless Ad Hoc Network (무선 애드혹 네트워크에서의 클러스터 기반 자동 예측 라우팅 프로토콜)

  • Lee, Young-Jun;Kim, Sung-chun
    • Annual Conference of KIPS
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    • 2009.11a
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    • pp.459-460
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    • 2009
  • 과거 네트워크는 물리적 회선을 이용한 유선 네트워크 기반의 연구를 통하여 각 노드간의 통신을 수행하였다. 하지만 시대가 흐름에 따라 통신환경이 유선 네트워크에서 무선 네트워크 기반의 통신으로 이동하였으며 그에 관한 연구가 활발히 진행되고 있다. 특히 clustering routing 기법은 무선 네트워크 환경에서의 한계였던 에너지 소모 문제를 보완하는 기법으로서 각광받고 있다. LS2RP는 이동성이 심한 Ad Hoc 네트워크 환경에서 CH가 backup을 통해 해당 cluster를 벗어날 경우를 대비한다. 하지만 CH가 cluster를 벗어난 이후 data chunk 결합을 통한 ID database 복구와 CH 재선정을 수행하기 때문에 그동안 network의 사용이 불가능해진다는 문제점을 가지고 있다. 따라서 본 논문에서는 CH의 이동을 예측하여 미리 sub CH를 선정하여 네트워크의 안정성을 강화하는 기법을 제시한다. 시뮬레이션 수행 결과 이동성에 따른 control traffic 측면에서 기존의 LS2RP에 비해 12% 더 높은 performance를 보이고 있음을 알 수 있었다.

Cluster-based Energy-aware Data Sharing Scheme to Support a Mobile Sink in Solar-Powered Wireless Sensor Networks (태양 에너지 수집형 센서 네트워크에서 모바일 싱크를 지원하기 위한 클러스터 기반 에너지 인지 데이터 공유 기법)

  • Lee, Hong Seob;Yi, Jun Min;Kim, Jaeung;Noh, Dong Kun
    • Journal of KIISE
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    • v.42 no.11
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    • pp.1430-1440
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    • 2015
  • In contrast with battery-based wireless sensor networks (WSNs), solar-powered WSNs can operate for a longtime assuming that there is no hardware fault. Meanwhile, a mobile sink can save the energy consumption of WSN, but its ineffective movement may incur so much energy waste of not only itself but also an entire network. To solve this problem, many approaches, in which a mobile sink visits only on clustering-head nodes, have been proposed. But, the clustering scheme also has its own problems such as energy imbalance and data instability. In this study, therefore, a cluster-based energy-aware data-sharing scheme (CE-DSS) is proposed to effectively support a mobile sink in a solar-powered WSN. By utilizing the redundant energy efficiently, CE-DSS shares the gathered data among cluster-heads, while minimizing the unexpected black-out time. The simulation results show that CE-DSS increases the data reliability as well as conserves the energy of the mobile sink.

A Physical Data Design and Query Routing Technique of High Performance BLAST on E-Cluster (고성능 BLAST구현을 위한 E-Cluster 기반 데이터 분할 및 질의 라우팅 기법)

  • Kim, Tae-Kyung;Cho, Wan-Sup
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.2
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    • pp.139-147
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    • 2009
  • BLAST (Basic Local Alignment Search Tool) is a best well-known tool in a bioinformatics area. BLAST quickly compares input sequences with annotated huge sequence databases and predicts their functions. It helps biologists to make it easy to annotate newly found sequences with reduced experimental time, scope, and cost. However, as the amount of sequences is increasing remarkably with the advance of sequencing machines, performance of BLAST has been a critical issue and tried to solve it with several alternatives. In this paper, we propose a new PC-Based Cluster system (E-Cluster), a new physical data design methodology (logical partitioning technique) and a query routing technique (intra-query routing). To verify our system, we measure response time, speedup, and efficiency for various sizes of sequences in NR (Non-Redundancy) database. Experimental result shows that proposed system has better speedup and efficiency (maximum 600%) than those o( conventional approaches such as SMF machines, clusters, and grids.

A Study on Caching Management Technique in Mobile Ad-hoc Network (Mobile Ad-hoc Network에서 캐싱 관리 기법에 관한 연구)

  • Yang, Hwan Seok;Yoo, Seung Jae
    • Convergence Security Journal
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    • v.12 no.4
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    • pp.91-96
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    • 2012
  • MANET is developed technique fairly among many field of wireless network. Nodes which consist of MANET transmit data using multi-hop wireless connection. Caching scheme is technique which can improve data access capacity and availability of nodes. Previous studies were achieved about dynamic routing protocol to improve multi-hop connection of moving nodes. But management and maintenance of effective cache information because of movement of nodes is not easy. In this study, we proposed cluster-based caching scheme to manage connection by decreasing overhead and moving of nodes as moving node discovers cache of wish information. And HLP was used to maintain effective cache table in each cluster head. Efficiency of proposed technique in this study was confirmed by experiment.

Preference-Based Segment Buffer Replacement in Cluster VOD Servers (클러스터 VOD서버에서 선호도 기반 세그먼트 버퍼 대체 기법)

  • Seo, Dong-Mahn;Lee, Joa-Hyoung;Bang, Cheol-Seok;Lim, Dong-Sun;Jung, In-Bum;Kim, Yoon
    • Journal of KIISE:Computer Systems and Theory
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    • v.33 no.11
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    • pp.797-809
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    • 2006
  • To support the QoS streams for large scale clients, the internal resources of VOD servers should be utilized based on the characteristics of the streaming media service. Among the various resources in the server, the main memory is used for the buffer space to the media data loaded from the disks and the buffer hit ratio has a great impact upon the server performance. However, if the buffer data with high hit ratio are replaced for the new media data as a result of the number of clients and the required movie titles are increased, the negative impact on the scalability of server performance is occurred. To address this problem, the buffer replacement policy considers the intrinsic characteristics of the streaming media such as the sequential access to large volume data and the highly disproportionate preference to specific movies. In this paper, the preference-based segment buffer replacement policy is proposed in the cluster-based VOD server to exploit the characteristics of the streaming media. Since the proposed method reflects both the temporal locality by the clients' preference and the spatial locality by the sequential access to media data, the buffer hit ratio would be improved as compared to the existing buffer replacement policy. The enhanced buffer hit ratio causes the fact that the performance scalability of the cluster-based VOD server is linearly improved as the number of cluster nodes is increased.

A Dynamic Hashing Based Load Balancing for a Scalable Wireless Internet Proxy Server Cluster (확장성 있는 무선 인터넷 프록시 서버 클러스터를 위한 동적 해싱 기반의 부하분산)

  • Kwak, Hu-Keun;Kim, Dong-Seung;Chung, Kyu-Sik
    • The KIPS Transactions:PartA
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    • v.14A no.7
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    • pp.443-450
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    • 2007
  • Performance scalability and storage scalability become important in a large scale cluster of wireless internet proxy cache servers. Performance scalability means that the whole performance of the cluster increases linearly according as servers are added. Storage scalability means that the total size of cache storage in the cluster is constant, regardless of the number of cache servers used, if the whole cache data are partitioned and each partition is stored in each server, respectively. The Round-Robin based load balancing method generally used in a large scale server cluster shows the performance scalability but no storage scalability because all the requested URL data need to be stored in each server. The hashing based load balancing method shows storage scalability because all the requested URL data are partitioned and each partition is stored in each server, respectively. but, it shows no performance scalability in case of uneven pattern of client requests or Hot-Spot. In this paper, we propose a novel dynamic hashing method with performance and storage scalability. In a time interval, the proposed scheme keeps to find some of requested URLs allocated to overloaded servers and dynamically reallocate them to other less-loaded servers. We performed experiments using 16 PCs and experimental results show that the proposed method has the performance and storage scalability as different from the existing hashing method.

Snapshot Technique using Snapshot Status Table for Shared Storage System supporting Large Capacity (스냅샷 상태 테이블을 이용한 대용량 공유 스토리지를 위한 스냅샷)

  • 김영호;정성인;김명준
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.91-93
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    • 2003
  • 본 논문에서는 대용랑 스토리지를 공유하는 스토리지 클러스터 시스템을 위한 매핑 테이블 기반의 스냅샷 기법을 제안한다. 스냅샷 상태 비트를 이용한 디스크 기반의 스냅샷 기법을 개선한 스냅샷 상태 테이블을 메모리에 유지하는 스냅샷 기법을 제안한다. 스냅샷 상태 테이블은 최초 할당 비트(FAB:First Allocation Bit)와 스냅샷 상태 비트(SSB:Snapshot Stautus Bit)로 구성되고 기존 스냅샷 기법이 갖는 문제점들을 해결한다. 스냅샷 생성 시 대상 저장 장치에 대한 I/O의 중단없이 데이터의 일관성을 보장한다. 또한 쓰기 연산 수행 시 COW의 수행 여부 판단을 스냅샷 상태 테이블의 FAB와 SSB를 이용하여 매핑 블록에 대한 추가적인 I/O를 없앤다. 스냅샷 삭제 시 매핑 블록에 대한 접근 없이 COW 수행 여부 판단을 처리하여 성능을 향상시킨다.

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