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Performance models for hierarchical grid architectures 06

Performance models for hierarchical grid architectures

引用

7th IEEE/ACM international conference on grid computing

作者： Cremonesi, Paolo Turrin, Roberto Politecn Milan Dip Elettron & Informaz Via Ponzio 34-5 I-20133 Milan Italy

ISBN: (纸本)9781424403431

Main characteristics of large-scale, geographically distributed grid systems are resource heterogeneity and network latency. In this paper, we use queuing network models to analyze data-parallel grid applications and we show the effects of resource heterogeneity, communications delays, network bandwidths and synchronization overheads on the application-level performance. The proposed models rely on the statistical pattern of computation, communication, and I/O operations in the parallel applications, as well as on measurable infrastructure characteristics. We finally show how the high variability in the execution and communication times must be considered when modeling applications on geographically distributed grid infrastructures.

关键词： Performance analysis Queueing analysis Predictive models Data analysis Delay effects Bandwidth Concurrent computing Hardware Asynchronous communication Educational institutions

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grid-service based distributed power flow calculation

Grid-service based distributed power flow calculation

引用

international conference on Power Systems Technology (POWERCON)

作者： Shen, Chen Chen, Ying Huang, Shaowei Tsinghua Univ Dept Elect Engn Beijing 100084 Peoples R China

ISBN: (纸本)9781424401109

This paper explores the feasibility of solving power flow using grid computing technology in a WAN (wide-area networks) based distributed environment. The formulation of distributed power flow calculation as well as the corresponding algorithms is proposed, which fully consider the inherently distributed nature of power systems and the reluctance of data exchange in a competitive market. A prototype grid is built to implement the distributed algorithm. Power flows of three systems with different scales are calculated to verify the convergence of the algorithm and test the performance of the grid computing environment.

关键词： power flow distributed processing grid computing power systems

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distributed data mining based on semantic web and grid

Distributed data mining based on semantic web and grid

引用

international conference on Computational Intelligence and Natural computing

作者： Wang, Huimin Nie, Guihua Fu, Kui Wuhan Univ Technol Sch Econ Wuhan 430070 Peoples R China

ISBN: (纸本)9780769536453

Nowadays, the process of data mining is one of the most important topics in scientific and business problems. grid computing can be used as infrastructures to provide an effective computational support for distributed data mining applications. The paper proposed a data mining architecture from large-scale distributed and semantically heterogeneous data resources in order to efficiently support knowledge acquisition. grid technology and semantic web technology were combined to solve the difficult problem of distributed data mining. Data mining in the grid environment can provide highly efficient and powerful data analysis and knowledge discovery solution and semantic web can effectively solve the heterogeneity of data sources and make them available for data mining.

关键词： distributed data ming semantic web grid computing ontology knowledge discovery

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A WORKFLOW BASED APPROACH FOR KNOWLEDGE grid APPLICATION

A WORKFLOW BASED APPROACH FOR KNOWLEDGE GRID APPLICATION

引用

1st international conference on Knowledge Management and Information Sharing

作者： Castellano, Marcello Digregorio, Cesaria Politecn Bari Dipartimento Elettrotecn & Elettron I-70125 Bari Italy

ISBN: (纸本)9789896740139

An expanding area of study regards the development of computing platforms able to provide easy online access to geographically distributed data collections with the aim of producing knowledge synthesis from that data. Computational grid technology can form a computing infrastructure which can assist in providing a platform for distributed computing. In this paper is presented a case study to propose a Knowledge-grid Workflow Management System as a middleware solution to develop a Knowledge grid application.

关键词： grid computing Middleware Workflow Knowledge Discovery Knowledge grid Workflow Knowledge grid Workflow Management System

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Ontology-based universal knowledge grid: Enabling knowledge discovery and integration on the grid

Ontology-based universal knowledge grid: Enabling knowledge ...

引用

IEEE international conference on Services computing

作者： Li, YH Lu, ZD Huazhong Univ Sci & Technol Coll Comp Sci Wuhan 430074 Peoples R China

ISBN: (纸本)0769522254

This paper proposes an ontology-based grid architecture model in terms of the Universal Knowledge grid (UKG) for building large-scale distributed knowledge system on the grid UKG emphasizes geographically distributed high-performance knowledge discovery applications and knowledge integration services. Five core components have been identified: an intelligent composer for user interface, an ontology server providing data integration ontology services, data mining ontology services, knowledge integration ontology services, a metadata directory server maintaining the metadata describing all the data, tools and knowledge, metadata database (db) stores metadata and a knowledge base as container for knowledge. An application example on Foreign Exchange Management (FEM) is also presented.

关键词： Knowledge based systems

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Power Quality Disturbance Detection and Islanding in Micro grid Connected distributed Generation 5

Power Quality Disturbance Detection and Islanding in Micro G...

引用

5th IEEE international conference on Computational Intelligence and computing Research (IEEE ICCIC)

作者： Priyadharshini, K. M. Srinivasan, S. Srinivasan, C. KS Rangasamy Coll Technol Dept EEE Tiruchengode India

ISBN: (纸本)9781479939756

Micro grid is a limited distributed AC or DC network here the distributed generating resources are connected to the distributed linear as well as nonlinear loads through power electronics converter to provide more reliable and quality power to the distributed loads. Micro grid capable of optimize capital resources by minimizing operations and maintaining costs. Thus makes full use of low cost generation resources and reduce waste. Micro grid is necessary to operate in both interconnected mode and standalone mode. Interconnected Mode is the MG is connected to National grid either being supplied by it or injecting some amount of power into the main system. Islanding Mode is the MG operates separately when the disconnection from the upstream Mega Volt occurs in main grid network. Usage of power electronic interface converters and non linear loads results in harmonics generation, which leads to power quality issues. Most of intensive users of electricity are suffering to a certain poor quality of electrical power. The excellent time-frequency resolution characteristic of FFT is used for detection of various power quality disturbances Micro grid connected distributed Generation systems. The FFT plays important role in analysis, design and implementation of discrete signal processing.

关键词： distributed generation Fast Fourier Transform Micro grid Power Quality Discrete Fourier Transform

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Experimental study of the three key issues of multi-auctioneer model in computer grid

Experimental study of the three key issues of multi-auctione...

引用

18th IASTED international conference on Parallel and distributed computing and Systems

作者： Han, Xiao Fang, Zhiyi Wang, Wanyu Xu, Fengyuan Huang, Mengzhou School of Economics and Information Systems School of Computer Science and Technology Key Laboratory Symbolic Computation and Knowledge Engineering Education Ministry

ISBN: (纸本)9780889866386

By means of introducing multi-auctioneer model, resources in the computational economic grid can be managed and allocated like in the auction. We research and put forward the corresponding solve schemes of three key issues of auctioneer system: preventing auctioneer from cheating, selection of auctioneer, setting of trading prices, and use computational grid modeling and simulation tools gridSim to simulate computational grid environment in the experiment which uses multiauctioneer system to manage and schedule, then we analyze the results of experiment in different conditions, and validate the feasibility of a multi-auctioneer system in computational grid.

关键词： computational economic grid multi-auction system election of auctioneer

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Consideration on the integration of ubiquitous and grid technologies

Consideration on the integration of ubiquitous and grid tech...

引用

10th IASTED international conference on Internet and Multimedia Systems and Applications

作者： Sugiuchi, Hajime Koita, Takahiro Sato, Kenya Doshisha Univ Dept Informat Syst Design 1-3 Tatara Miyakodani Kyoto 6100321 Japan

ISBN: (纸本)9780889865877

A wide variety of grid technologies have already been researched and developed with the main aim of implementing high-performance computing. Even the major vendors are actively researching and developing grid technology, and have brought out numerous systems and software products. The grid allows distributed environments to be constructed on a global scale through the use of large numbers of computers. In fact numerous grids have already been constructed on a global scale and are being used in practice as the infrastructure for distributed processing environments. Meanwhile, studies have also been conducted with the aim of using the grid infrastructure as a ubiquitous distributed processing environment. However, grid middleware has chiefly been developed in order to implement high-performance computing, so in order to use it in a ubiquitous environment it would be necessary to investigate the functions that ubiquitous environments would need to have from the viewpoint of grid middleware. In this study we will outline the latest research trends where the grid is used as a ubiquitous environment, particularly with regard to the points of intersection between the grid and the ubiquitous environment, and we will investigate the functions needed when applying ubiquitous environments to grid middleware.

关键词： Internet computing the grid ubiquitous computing environments GlobusToolkit

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A scalable framework for parallel discrete event simulations on desktop grids 07

A scalable framework for parallel discrete event simulations...

引用

8th IEEE/ACM international conference on grid computing

作者： Park, Alfred Fujimoto, Richard Georgia Inst Technol Coll Comp Comp Sci & Engn Div 266 Ferst Dr Atlanta GA 30332 USA

ISBN: (纸本)9781424415595

Utilizing desktop grid infrastructures is challenging for parallel discrete event simulation (PDES) codes due to characteristics such as inter-process messaging, restricted execution, and overall lower concurrency than typical volunteer computing projects. The Aurora2 system uses an approach that simultaneously provides both replicated execution support and scalable performance of PDES applications through public resource computing. This is accomplished through a multi-threaded distributed back-end system, low overhead communications middleware, and an efficient client implementation. This paper describes the Aurora2 architecture and issues pertinent to PDES executions in a desktop grid environment that must be addressed when distributing back-end services across multiple machines. We quantify improvement over the first generation Aurora system through a comparative performance study detailing PDES programs with various scalability characteristics for execution over desktop grids.

关键词： Discrete event simulation distributed computing Concurrent computing grid computing Middleware Computational modeling Computer applications Large-scale systems Educational institutions Drives

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Computation of Protein Separation using a grid Environment

Computation of Protein Separation using a Grid Environment

引用

2nd international conference on Parallel, distributed, grid and Cloud computing for Engineering

作者： Garcia, T. Chau, M. Spiteri, P. INP ENSEEIHT IRIT Toulouse France Adv Solut Accelerator Montpellier France

ISBN: (纸本)9781905088423

This paper deals with the implementation on the grid' 5000 network, the French grid platform, of parallel simulations for the solution of a 3D coupled boundary value problem of continuous flow electrophoresis which is governed by Navier Stokes equations coupled with convection-diffusion and potential equations. The coupled boundary value problems are discretized by appropriate schemes involving the convergence of the parallel synchronous and asynchronous Schwarz alternating algorithms. Finally, parallel experiments on grid computing are presented and analysed.

关键词： parallel computing Schwarz alternating method continuous-flow electrophoresis grid computing asynchronous iteration PISO algorithm mass transfer

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