• Title/Summary/Keyword: Computational Grid Computing

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Scheduling Computational Loads in Single Level Tree Network

  • Cui, Run;Sundaram, Suresh;Kim, Hyoung-Joong
    • 한국정보통신설비학회:학술대회논문집
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    • 2009.08a
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    • pp.131-135
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    • 2009
  • This paper is the introduction of our work on distributed load scheduling in single-level tree network. In this paper, we derive a new calculation model in single-level tree network and show a closed-form formulation of the time for computation system. There are so many examples of the application of this technology such as distributed database, biology computation on genus, grid computing, numerical computing, video and audio signal processing, etc.

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An Efficient Job Scheduling Strategy for Computational Grid (계산 그리드를 위한 효율적인 작업 스케줄링 정책)

  • Jo, Ji-Hun;Lee, Won-Joo;Jeon, Chang-Ho
    • Journal of KIISE:Computing Practices and Letters
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    • v.14 no.8
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    • pp.753-757
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    • 2008
  • In this paper, we propose a new scheduling strategy for dynamic programming in Grid environment. The key idea of this scheme is to reduce the execution time of a job by dividing the dynamic table based on the locality of table and allocating jobs to nodes which minimize network latency. This scheme obtains optimal concurrency by constructing the dynamic table using a distributed top down method. Through simulation, we show that the proposed Grid strategy improves the performance of Grid environment compared to previous branch-bound strategies.

State of Information Technology and Its Application in Agricultural Meteorology (농업기상활용 정보기술 현황)

  • Byong-Lyol Lee;Dong-Il Lee
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.6 no.2
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    • pp.118-126
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    • 2004
  • Grid is a new Information Technology (IT) concept of "super Internet" for high-performance computing: worldwide collections of high-end resources such as supercomputers, storage, advanced instruments and immerse environments. The Grid is expected to bring together geographically and organizationally dispersed computational resources, such as CPUs, storage systems, communication systems, real-time data sources and instruments, and human collaborators. The term "the Grid" was coined in the mid1990s to denote a proposed distributed computing infrastructure for advanced science and engineering. The term computational Grids refers to infrastructures aimed at allowing users to access and/or aggregate potentially large numbers of powerful and sophisticated resources. More formally, Grids are defined as infrastructure allowing flexible, secure, and coordinated resource sharing among dynamic collections of individuals, institutions and resources referred to as virtual Organizations. GRID is an emerging IT as a kind of next generation Internet technology which will fit very well with agrometeorological services in the future. I believe that it would contribute to the resource sharing in agrometeorology by providing super computing power, virtual storage, and efficient data exchanges, especially for developing countries that are suffering from the lack of resources for their agmet services at national level. Thus, the establishment of CAgM-GRID based on existing RADMINSII is proposed as a part of FWIS of WMO.part of FWIS of WMO.

An Adaptive Grid Resource Selection Method Using Statistical Analysis of Job History (작업 이력의 통계 분석을 통한 적응형 그리드 자원 선택 기법)

  • Hur, Cin-Young;Kim, Yoon-Hee
    • Journal of KIISE:Computer Systems and Theory
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    • v.37 no.3
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    • pp.127-137
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    • 2010
  • As large-scale computational applications in various scientific domains have been utilized over many integrated sets of grid computing resources, the difficulty of their execution management and control has been increased. It is beneficial to refer job history generated from many application executions, in order to identify application‘s characteristics and to decide selection policies of grid resource meaningfully. In this paper, we apply a statistical technique, Plackett-Burman design with fold-over (PBDF), for analyzing grid environments and execution history of applications. PBDF design identifies main factors in grid environments and applications, ranks based on how much they affect to their execution time. The effective factors are used for selecting reference job profiles and then preferable resource based on the reference profiles is chosen. An application is performed on the selected resource and its execution result is added to job history. Factor's credit is adjusted according to the actual execution time. For a proof-of-concept, we analyzed job history from an aerospace research grid system to get characteristics of grid resource and applications. We built JARS algorithm and simulated the algorithm with the analyzed job history. The simulation result shows good reliability and considerable performance in grid environment with frequently crashed resources.

Semantic Grid Management System based on the Ontology of Application Software (응용 프로그램 온톨로지 기반 시맨틱 그리드 관리 시스템)

  • Kim, Min-Sung;Yi, Gwan-Su
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.3
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    • pp.65-75
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    • 2008
  • Grid Computing has enabled enormous amount of computational jobs by connecting distributed computing resources. This technology has developed and widely used in various fields. Previous researches usually focused on how to efficiently manage and use the grid resources. However, there was not enough tries to understand and manage information of application softwares in a well-defined structure. Therefore users in application domain need to how about grid deeply to identify and describe the resource requirements matching for each jobs. We introduce a semantic grid management system based on application ontology to overcome this problem. We design and implement the ontology to store various information of the applications. With the ontology, this system can infer the resource requirements from input parameters and input data of the application software and automatically assign appropriate resources by matching the requirement. Also it can transform the information to other forms which grid middlewares can handle. We apply the system to construct an analysis environment of bioinformatics and compare it with other grid systems to explain usefulness of the system.

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Design and Implementation of Grid Portal Site for Computational Chemistry and Nano-Materials (화학계산과 나노물질 계산을 위한 그리드 포털 사이트의 설계 및 구현)

  • Moon, Jong-Bae;Kim, Myung-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2002.11a
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    • pp.163-166
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    • 2002
  • 복잡한 계산 화학 문제의 해결과 신물질 개발을 위한 나노물질 계산 등을 위해서는 고성능 컴퓨팅 파워가 필요하다. 그러나 이러한 계산을 위해 필요한 실험 장비의 가격은 천문학적으로 증가하고 있어 문제 해결의 장애물로 인식되고 있다. 그런데 최근 '그리드(Grid) 컴퓨팅'이라는 새로운 컴퓨팅이 제안되면서 지리적으로 떨어진 여러 자원들을 하나의 슈퍼컴퓨터처럼 사용할 수 있게 되었다. 그러나 그리드 환경을 이용하려면 그리드 미들웨어인 글로버스(globus)를 설치하고 인증기관을 통해 사용자 인증과 호스트인증을 거친 후 응용 프로그램들을 설치하여 수행하여야 한다. 이러한 복잡한 과정을 거쳐야 그리드 환경의 응용프로그램을 실행 할 수 있고, 실행할 수 있더라도 그리드 환경에서 작업을 요청하고 할당하려면 RSL이라는 스크립트 언어를 사용해야하는 번거로운 작업이 필요하다. 따라서 본 논문에서는 복잡한 화학계산과 나노물질 계산을 위한 응용프로그램들을 인터넷 상에서 쉽게 수행할 수 있도록 그리드 환경을 구축하고 웹 인터페이스를 구현한다.

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The Development of Mobile Grid System and Performance Evaluation (모바일 그리드 시스템의 개발 및 성능평가)

  • Kim Tae-Kyung;Kim Hee-Seung;Lee Hyun-Joo;Chung Tai-Myung
    • The KIPS Transactions:PartC
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    • v.12C no.4 s.100
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    • pp.581-588
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    • 2005
  • The performance of mobile devices and wireless networks is improved rapidly and Mobility management skills such as Mobile IP and ad-hoc technology were developed. So the requirement of processing the distributed computing is highly increased in any place and any time or in the state of movement. Therefore we studied the mobile grid system to process the distributed applications properly in wireless networks. In addition to typical computational resources, Mobile Grid brings new resources such as sensor, mobile devices or other wireless devices to distributed computing for the purpose of resource-sharing. In this paper, we design and implement the mobile grid system in wireless lan network environment for the providing the grid service. Also, we evaluate the performance of mobile grid system using the processing the distributed applications in implemented mobile grid environments.

A STUDY OF THE APPLICATION OF DELAUNAY GRID GENERATION ON GPU USING CUDA LIBRARY (GPU Library CUDA를 이용한 효율적인 Delaunay 격자 생성에 관한 연구)

  • Song, J.H.;Kang, S.H.;Kim, G.M.;Kim, B.S.
    • 한국전산유체공학회:학술대회논문집
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    • 2011.05a
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    • pp.194-198
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    • 2011
  • In this study, an efficient algorithm for Delaunay triangulation of a number of points which can be used on a GPU-based parallel computation is studied The developed algorithm is programmed using CUDA library. and the program takes full advantage of parallel computation which are concurrently performed on each of the threads on GPU. The results of partitioned triangulation collected from the GPU computation requires proper stitching between neighboring partitions and calculation of connectivities among triangular cells on CPU In this study, the effect of number of threads on the efficiency and total duration for Delaunay grid generation is studied. And it is also shown that GPU computing using CUDA for Delaunay grid generation is feasible and it saves total time required for the triangulation of the large number points compared to the sequential CPU-based triangulation programs.

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Flow-Induced Vibration (FIV) Analysis of a 3D Axial Compressor Blade (3차원 축류압축기 블레이드의 유체유발진동 해석)

  • Kim, Dong-Hyun;Kim, Yu-Sung;Yang, Guo Wei;Jung, Kyu-Kang;Kim, Kyung-Hee;Min, Dae-Gee
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2009.04a
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    • pp.652-653
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    • 2009
  • In this study, flow-induced vibration (FIV) analyses have been conducted for a 3D compressor blade model. Advanced computational analysis system based on computational fluid dynamics (CFD) and computational structural dynamics (CSD) has been developed in order to investigate detailed dynamic responses of designed compressor blades. Fluid domains are modeled using the computational grid system with local grid deforming and remeshing techniques. Reynolds-averaged Navier-Stokes equations with $\kappa-\varepsilon$ turbulence model are solved for unsteady flow problems of the rotating compressor model. A fully implicit time marching scheme based on the Newmark direct integration method is used for computing the coupled aeroelastic governing equations of the 3D compressor blade for fluid-structure interaction (FSI) problems. Detailed dynamic responses and instantaneous pressure contours on the blade surfaces considering flow-separation effects are presented to show the multi-physical phenomenon of the rotating compressor blade.

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Flow-induced Vibration(FIV) Analysis of a 3D Axial Compressor Blade (3차원 축류압축기 블레이드의 유체유발진동 해석)

  • Kim, Dong-Hyun;Kim, Yu-Sung;Yang, Guo Wei;Jung, Kyu-Kang;Kim, Kyung-Hee;Min, Dae-Gee
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.19 no.6
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    • pp.551-559
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    • 2009
  • In this study, flow-induced vibration(FIV) analyses have been conducted for a 3D compressor blade model. Advanced computational analysis system based on computational fluid dynamics(CFD) and computational structural dynamics(CSD) has been developed in order to investigate detailed dynamic responses of designed compressor blades. Fluid domains are modeled using the computational grid system with local grid deforming and remeshing techniques. Reynolds-averaged Navier-Stokes equations with $\kappa-\epsilon$ turbulence model are solved for unsteady flow problems of the rotating compressor model. A fully implicit time marching scheme based on the Newmark direct integration method is used for computing the coupled aeroelastic governing equations of the 3D compressor blade for fluid-structure interaction(FSI) problems. Detailed dynamic responses and instantaneous pressure contours on the blade surfaces considering flow-separation effects are presented to show the multi-physical phenomenon of the rotating compressor blade.