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Deployment of Solving Permutation Flow Shop Scheduling Problem on the grid 1

引用

international conference on grid and distributed computing/international conference on Control and Automation

作者： Kouki, Samia Jemni, Mohamed Ladhari, Talel Ecole Super Sci & Tech Tunis Res Lab UTIC Tunis Tunisia Ecole Polytech Tunisie Lab Math Engn Tunis Tunisia

ISBN: (数字)9783642176258

ISBN: (纸本)9783642176241

This paper describes a parallel algorithm solving the m-machines, n-jobs, permutation flow shop scheduling problem as well as its deployment on a grid of computers (grid'5000). Our algorithm is basically a parallelization of the well known Branch and Bound method, which is an exact method for solving combinatorial optimization problems. We present, in particular, a new strategy of parallelization which uses some directives of communication between all processors in order to update the value of the Upper Bound. The purpose is to obtain the optimal scheduling of all the jobs as quickly as possible by modifying and adapting the classical sequential Branch and Bound method. The deployment of our application on the grid gives good results and permits the resolution of new instances not yet resolved.

关键词： grid computing Scheduling Permutation Flow Shop B&B algorithm parallel algorithms Parallel computing

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An integrated grid development environment in eclipse

An integrated Grid development environment in eclipse

引用

3rd IEEE international conference on e-Science and grid computing

作者： Kurniawan, Donny Abramson, David Monash Univ Fac Informat Technol Monash E Sci & Grid Engn Lab Clayton Vic 3168 Australia

ISBN: (纸本)9780769530642

With the proliferation of grid computing, a large number of computational resources are available for solving complex scientific and engineering problems. Nevertheless, it is non-trivial to write, deploy, and test grid applications over heterogeneous and distributed resources. Further complicating matters, programmers may need to manually manage variations in source code due to resource heterogeneity. This paper presents an implementation of an integrated grid development environment that leverages IBM's Eclipse IDE and our application development framework, Worqbench. It provides novel tools to develop and debug grid software. It regards resources as first-class objects in the IDE and allows tight integration between the test beds and the code development process. We discuss how the environment assists programmers in developing grid applications.

关键词： grid computing

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Measuring the performance and reliability of production computational grids 06

Measuring the performance and reliability of production comp...

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7th IEEE/ACM international conference on grid computing

作者： Khalili, Omid He, Jiahua Schanowsky, Catherine Snavely, Allan Casanova, Henri Univ Calif San Diego Dept Comp Sci & Engn 9500 Gilman Dr La Jolla CA 92093 USA San Diego SuperComp Ctr La Jolla CA 92093 USA Univ Hawaii Manoa Dept Informat & Comp Sci Honolulu HI 96822 USA

ISBN: (纸本)9781424403431

In this work we report on data gathered via a deployment of a monitoring and benchmarking infrastructure on two production grid platforms, Teragrid and Geon. Our result show that these production grids are rather unavailable, with success rates for benchmark and application runs between 55% and 80%. We also found that performance fluctuation was in the 50% range, expectedly mostly due to batch schedulers. We also investigate whether the execution time of a typical grid application can be predicated based on previous runs of simple benchmarks. Perhaps surprisingly, we find that application execution time can be predicted with a relative error as low as 9%.

关键词： Production grid computing Probes Benchmark testing Availability Concurrent computing distributed computing Computerized monitoring Fluctuations Processor scheduling

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A Parameterized Framework of Trust Computation for grid Resource Broker

A Parameterized Framework of Trust Computation for Grid Reso...

引用

4th ObCom international conference on Recent Trends in computing, Communication and Information Technology

作者： Ashok, M. Sathiyan, S. Rajalakshmi Inst Technol Dept IT Madras Tamil Nadu India

ISBN: (纸本)9783642292187

Now a days the power of distributed computing is explored the ventures of grid computing and cloud computing. grid computing is used to solve any large scale scientific problems by integrating geographically distributed ideal resources. Cloud computing is the next generation of grid computing and also it is an on demand version of grid computing. Especially in grid computing, the research on identifying best resources is still on its way. In this paper. we are contributing a methodology to identify the best resources for computational grid. The proposed solution will focus and extract the trust of the resource with more accuracy.

关键词： Cloud grid Resource Trust

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Performance of a heterogeneous grid partitioner for N-body applications

Performance of a heterogeneous grid partitioner for N-body a...

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international conference on Parallel Processing

作者： Harvey, DJ Das, SK Biswas, R So Oregon Univ Dept Comp Sci Ashland OR 97520 USA

ISBN: (纸本)0769520170

An important characteristic of distributed grids is that they allow geographically separated multicomputers to be tied together in a transparent virtual environment to solve large-scale computational problems. However, many of these applications require effective runtime load balancing for the resulting solutions to be viable. Recently, we developed a latency tolerant partitioner, called MinEX, specifically for use in distributed grid environments. This paper compares the performance of MinEX to that of METIS using simulated heterogeneous grid configurations. A solver for the classical N-body problem is implemented to provide a benchmark for the comparisons. Simulation results show that MinEX provides superior quality partitions while being competitive to METIS in speed of execution.

关键词： grid computing resource allocation N-body problems virtual environment load balancing latency tolerant partitioner MinEX distributed grid environment METIS heterogeneous grid partitioner performance N-body problem Many body problem Load balancing Virtual environments Metis grid computing Resource utilization management of resources

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Fair resource sharing in hierarchical virtual organizations for global grids 07

Fair resource sharing in hierarchical virtual organizations ...

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8th IEEE/ACM international conference on grid computing

作者： Kim, Kyong Hoon Buyya, Rajkumar Univ Melbourne Dept Comp Sci & Software Engn Grid Comp & Distributed Syst GRIDS Lab Carlton Vic Australia

ISBN: (纸本)9781424415595

In global grid computing, users and resource providers organize various Virtual Organizations (VOs) to share resources and services. A VO organizes other sub-VOs for the purpose of achieving the VO goal, which forms hierarchical VO environments. Resource providers and VOs agree upon VO resource sharing policies, such as resource sharing amount. Thus, users in lower-layer VOs can access resources in higher-layer VOs to accomplish their common goals. In this paper, we deal with fair resource allocation problem in hierarchical VOs, so that an appropriate proportion of a VO resource for each lower-layer VO is analyzed. In addition, we provide a resource allocation scheme based on these predefined proportions. Simulation results show that the proposed approach gives better fairness as well as performance compared with other schemes.

关键词： Resource management grid computing Processor scheduling Large-scale systems Authorization Aggregates Laboratories Computer science Software engineering Computational modeling

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OPC:A distributed computing and Memory computing-based Effective Solution of Big Data

OPC:A Distributed Computing and Memory Computing-based Effec...

引用

2015 IEEE international conference on Smart City/SocialCom/SustainCom (SmartCity)

作者： Yang, Zhi Zhang, Chunping Hu, Mu Lin, Feng State Grid Elect Power Sci Res Inst Nanjing Jiangsu Peoples R China

ISBN: (纸本)9781509018932

The Big Data computing is one of hot spots of the internet of things and cloud computing. How to compute efficiently on the Big Data is the key of improving performance. By means of distributed computing or memory computing, many companies and institutions provide some technologies and produces. But they are invalid in the scene in which there are real-time demands in the low-configure cluster. To deal with the problem, this paper provides a distributed computing and memory computing-based effective solution (Objectification Parallel computing, OPC). In the solution, the data can be formatted into object. Then the objects are distributed stored in the computer memories and parallel compute to complete tasks. The OPC is applied to the Electric Asset Quality Supervision Manage System (EAQSMS) of State grid of China, the result shows that with PCs the system is efficiently available, reliable, and flexible expansible.

关键词： component Big Data distributed Memory computing Parallel computing Objectification Parallel computing Architecture of Objectification Parallel computing

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An overview of VOAC, a virtual organizations access control infrastructure

An overview of VOAC, a virtual organizations access control ...

引用

IASTED international conference on Parallel and distributed computing and Networks

作者： Bottoni, A Dini, G Univ Pisa Dept Informat Engn Via Doitisalvi 2 Pisa Italy

ISBN: (纸本)088986568X

When several independent organizations, whose missions partially overlap, agree to gather together to collaborate in order to achieve a common goal, the resulting collaboration is often referred to in the literature as virtual organization (VO). In this paper we propose a flexible and non-invasive access control infrastructure for VOs that enables member organizations to gain the advantages of the collaboration while preserving their authonomy. The infrastructure is described from the users' point of view and with reference to the European grid project EGEE [1].

关键词： grid computing virtual organizations security access control

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Design and Implementation of a distributed Metascheduler

Design and Implementation of a Distributed Metascheduler

引用

3rd international conference on Advanced Engineering computing and Applications in Sciences

作者： Heilgeist, Janko Soddemann, Thomas Richter, Harald Fraunhofer SCAI St Augustin Germany Tech Univ Clausthal Clausthal Zellerfeld Germany

ISBN: (纸本)9781424450824

This paper describes a metascheduler for high-performance computing (HPC) grids that is build upon a distributed architecture. It is modelled around cooperating peers represented by the local proxies deployed by participating sites. These proxies exchange job descriptions between themselves with the aim of improving user-, administration-, and grid-defined metrics. Relevant metrics can include, e.g., reduced job runtimes, improved resource utilization, and increased job turnover. The metascheduler uses peer-to-peer algorithms to discover under-utilized resources and unserviced jobs. A selection is made based on a simplified variant of the Analytic Hierarchy Process that we adapted to the special requirements imposed by the grid. It enables geographically distributed stakeholders to participate in the decision and supports dynamic evaluation of the necessary utility values. Finally, we identify four intrinsic problems that obstruct the implementation of metaschedulers in general.

关键词： grid computing metascheduling resource discovery decision making

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A trust-based reputation system in peer-to-peer grid

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2nd international conference on Online Communities and Social computing held at the HCI international 2007

作者： Xiong, Zenggang Yang, Yang Zhang, Xuemin Yu, Dairong Lu, Li Univ Sci & Technol Beijing Sch Informat Engn Beijing 100083 Peoples R China Xiaogan Univ Dept Comp Sci Xiaogan Peoples R China

ISBN: (纸本)9783540732563

grid computing and peer-to-peer computing are both hot topics at present. The convergence of the two systems is increasingly visible, and OGSA provides a framework for integrating grid and peer to peer. However, managing trust is a key issue for peer-to-peer grid. This paper proposes a novel trust-based reputation system for peer-to-peer grid, which is based on Bayesian theory. Theoretical analysis and simulations prove that the trust-based reputation system in peer-to-peer grid can improve the performance of cooperation among gridpeers.

关键词： distributed computer systems

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