• Title/Summary/Keyword: Grid computing environment

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Performance Improvement of BLAST using Grid Computing and Implementation of Genome Sequence Analysis System (그리드 컴퓨팅을 이용한 BLAST 성능개선 및 유전체 서열분석 시스템 구현)

  • Kim, Dong-Wook;Choi, Han-Suk
    • The Journal of the Korea Contents Association
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    • v.10 no.7
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    • pp.81-87
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    • 2010
  • This paper proposes a G-BLAST(BLAST using Grid Computing) system, an integrated software package for BLAST searches operated in heterogeneous distributed environment. G-BLAST employed 'database splicing' method to improve the performance of BLAST searches using exists computing resources. G-BLAST is a basic local alignment search tool of DNA Sequence using grid computing in heterogeneous distributed environment. The G-BLAST improved the existing BLAST search performance in gene sequence analysis. Also G-BLAST implemented the pipeline and data management method for users to easily manage and analyze the BLAST search results. The proposed G-BLAST system has been confirmed the speed and efficiency of BLAST search performance in heterogeneous distributed computing.

Basic Plan of National Grid and Domestic and International Research Tendency (국가 Grid 기본 계획과 국$\cdot$내외 Grid 프로젝트 추진 동향)

  • Jang Haeng Jin;Park Hyoung Woo;Lee Sangsan
    • 한국전산유체공학회:학술대회논문집
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    • 2001.10a
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    • pp.164-173
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    • 2001
  • Advanced countries centered by National Supercomputing Center are inclined to construct Grid Infra and develop key applications in high performance computing field. They are also trying to globalize the Grid project aided by research groups in nations and continents. Computing technology and application development in Grid computing environment become indirect capital of high performance computing and information technology. Therefore, Korean government would like to participate in their Grid construction and application development actively and pursue to Grid project to develop Grid industries such as IT, BT. next five years.

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Performance Evaluation of Scheduling Algorithms according to Communication Cost in the Grid System of Co-allocation Environment (Co-allocation 환경의 그리드 시스템에서 통신비용에 따른 스케줄링 알고리즘의 성능 분석)

  • Kang, Oh-Han;Kang, Sang-Seong;Kim, Jin-Suk
    • The KIPS Transactions:PartA
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    • v.14A no.2
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    • pp.99-106
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    • 2007
  • Grid computing, a mechanism which uses heterogeneous systems that are geographically distributed, draws attention as a new paradigm for the next generation operation of parallel and distributed computing. The importance of grid computing concerning communication cost is very huge because grid computing furnishes uses with integrated virtual computing service, in which a number of computer systems are connected by a high-speed network. Therefore, to reduce the execution time, the scheduling algorithm in grid environment should take communication cost into consideration as well as computing ability of resources. However, most scheduling algorithms have not only ignored the communication cost by assuming that all tasks were dealt in one cluster, but also did not consider the overhead of communication cost when the tasks were processed in a number of clusters. In this paper, the functions of original scheduling algorithms are analyzed. More importantly, the functions of algorithms are compared and analyzed with consideration of communication cost within the co allocation environment, in which a task is performed separately in many clusters.

Design and Implementation of Adaptive Fault-Tolerant Management System over Grid (그리드 환경의 적응형 오류 극복 관리 시스템 설계 및 구현)

  • Kim, Eun-Kyung;Kim, Jeu-Young;Kim, Yoon-Hee
    • The KIPS Transactions:PartA
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    • v.15A no.3
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    • pp.151-154
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    • 2008
  • A middleware in grid computing environment is required to support seamless on-demand services over diverse resource situations in order to meet various user requirements [1]. Since grid computing applications need situation-aware middleware services in this environment. In this paper, we propose a semantic middleware architecture to support dynamic software component reconfiguration based fault and service ontology to provide fault-tolerance in a grid computing environment. Our middleware includes autonomic management to detect faults, analyze causes of them, and plan semantically meaningful strategies to recover from the failure using pre-defined fault and service ontology trees. We implemented a referenced prototype, Web-service based Application Execution Environment(Wapee), as a proof-of-concept, and showed the efficiency in runtime recovery.

Accounting Information Gathering System for Grid Environment

  • Jang Haeng Jin;Doo Gil Su;Lee Jeong Jin;Kim Beob Kyun;Hwang Ho Jeon;An Dong Un;Chung Seung Jong
    • Proceedings of the IEEK Conference
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    • 2004.08c
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    • pp.703-706
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    • 2004
  • Grid computing represents the fundamental computing shift from a localized resource computing model to a fully-distributed virtual organization with shared resources. Accounting is one of the main obstacles to widespread adoption of the grid. Accounting has until recently, been a sparsely-addressed problem, particularly in practice. In this paper, we design and implement the accounting information gathering system. Implemented system is based on OGSA, following GSAX framework of RUS-WG in GGF. And the schema of gathered and serviced accounting information is following Usage Record Fields of UR-WG in GGF. Also, the accounting information integrating and monitoring tool for system management in the grid environment are implemented.

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Decentralized Broker-BBsed Model for Resource Management in Grid Computing Environment (그리드 컴퓨팅 환경에서의 자원 관리를 위한 분산화된 브로커 기반 모델)

  • Ma, Yong-Beom;Lee, Jong-Sik
    • Journal of the Korea Society for Simulation
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    • v.16 no.2
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    • pp.1-8
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    • 2007
  • Resource management in grid computing environment is essential for integration and interaction among heterogeneous resources. This paper discusses resource management methods of centralized and decentralized broker-based modeling for solving complex problems of resource management and presents design and development of the decentralized broker-based resource management modeling in grid computing environment. This model comprises a global resource broker and a local resource broker, and we derive reduction of communication and functional dispersion of Job management using a local resource broker. The simulation experiment shows the improvement of resource utilization and average response time and proves that this model improves utilization of resources and replies to user requests promptly.

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Infrastructure of Grid-based Distributed Remotely Sensed Images Processing Environment and its Parallel Intelligence Algorithms

  • ZHENG, Jiang;LUO, Jian-Cheng;Hu, Cheng;CHEN, Qiu-Xiao
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.1284-1286
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    • 2003
  • There is a growing demand on remotely sensed and GIS data services in modern society. However, conventional WEB applications based on client/server pattern can not meet the criteria in the future . Grid computing provides a promising resolution for establishing spatial information system toward future applications. Here, a new architecture of the distributed environment for remotely sensed data processing based on the middleware technology was proposed. In addition, in order to utilize the new environment, a problem had to be algorithmically expressed as comprising a set of concurrently executing sub-problems or tasks. Experiment of the algorithm was implemented, and the results show that the new environmental can achieve high speedups for applications compared with conventional implementation.

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Software Architecture for Implementing the Grid Computing of the High Availability Solution through Load Balancing (고가용성 솔루션 구축을 위한 그리드 측면에서의 소프트웨어 아키텍처를 통한 로드밸랜싱 구현)

  • Lee, Byoung-Yup;Park, Jun-Ho;Yoo, Jae-Soo
    • The Journal of the Korea Contents Association
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    • v.11 no.3
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    • pp.26-35
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    • 2011
  • In these days, internet environment are very quickly development as well on-line service have been using a online for the mission critical business around the world. As the amount of information to be processed by computers has recently been increased there has been cluster computing systems developed by connecting workstations server using high speed networks for high availability. but cluster computing technology are limited for a lot of IT resources. So, grid computing is an expanded technology of distributed computing technology to use low-cost and high-performance computing power in various fields. Although the purpose of Grid computing focuses on large-scale resource sharing, innovative applications, and in some case, high-performance orientation, it has been used as conventional distributed computing environment like clustered computer until now because grid middleware does not have common sharable information system. In order to use grid computing environment efficiently which consists of various grid middleware, it is necessary to have application-independent information system which can share information description and services, and expand them easily. This paper proposed new database architecture and load balancing for high availability through Grid technology.

Implementation of a Web-based Scheduling Toolkit for Grid Systems (그리드 시스템을 위한 웹 기반 스케줄링 툴킷의 구현)

  • Kang, Oh-Han;Kang, Sang-Sung;Song, Hee-heon
    • The Journal of Korean Association of Computer Education
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    • v.10 no.3
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    • pp.49-56
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    • 2007
  • Grid provides a platform for the efficient execution of large-scale computing in science and engineering. In this environment, resource management and task scheduling are complex undertaking. We designed and implemented a web-based scheduling toolkit(GridTool), which can model a system and simulate scheduling scheme in Grid computing. The GridTool used GridSim, a toolkit in java-environment, as a tool for simulation. The GridTool is able to perform resource modeling, task modeling, algorithm compiling, simulation, and performance evaluation efficiently in web environment. The GridTool can be applied as a platform for Grid research and can be used to analyze the efficiency of scheduling algorithm.

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WGridSP: A Web-based Scheduling Platform for Grid Computing (WGridSP: 그리드 컴퓨팅을 위한 웹 기반 스케줄링 플랫폼)

  • Kang, Oh-Han;Kang, Sang-Seong
    • The KIPS Transactions:PartA
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    • v.13A no.5 s.102
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    • pp.381-386
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    • 2006
  • In this paper, we designed and implemented a web-based grid scheduling platform(WGridSP), which can model a system and simulate scheduling scheme in grid computing. WGridSP used GridSim, a grid scheduling toolkit in java-environment, as a tool for simulation and is able to Perform resource modeling, task modeling, algorithm compiling, simulation, and Performance evaluation rapidly in web environment. WGridSP can be applied as a foundation for grid research and can be used to analyze the efficiency of scheduling algorithm.