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A grid service broker for scheduling e-Science applications on global data grids

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 2006年第6期18卷 685-699页

作者： Venugopal, Srikumar Buyya, Rajkumar Winton, Lyle Univ Melbourne Grid Comp & Distributed Syst Lab Dept Comp Sci & Software Engn Melbourne Vic Australia Univ Melbourne Expt Particle Phys Grp Sch Phys Melbourne Vic Australia

The next generation of scientific experiments and studies, popularly called e-Science, is carried out by large collaborations of researchers distributed around the world engaged in the analysis of huge collections of data generated by scientific instruments. grid computing has emerged as an enabler for e-Science as it permits the creation of virtual organizations that bring together communities with common objectives. Within a community, data collections are stored or replicated on distributed resources to enhance storage capability or the efficiency of access. In such an environment, scientists need to have the ability to carry out their studies by transparently accessing distributed data and computational resources. In this paper, we propose and develop a grid broker that mediates access to distributed resources by: (a) discovering suitable data and computational resources sources for a given analysis scenario;(b) optimally mapping analysis jobs to resources;(c) deploying and monitoring job execution on selected resources;(d) accessing data from local or remote data sources during job execution;and (e) collating and presenting results. The broker supports a declarative and dynamic parametric programming model for creating grid applications. We have used this model in grid-enabling a high-energy physics analysis application (the Belle Analysis Software Framework). The broker has been used in deploying Belle experimental data analysis jobs on a grid testbed, called the Belle Analysis Data grid, having resources distributed across Australia interconnected through GrangeNet. Copyright (c) 2005 John Wiley & Sons, Ltd.

关键词： grid scheduling grid broker data grids gridbus grid middleware distributed computing

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Performance evaluation and modeling in grid resource management

Performance evaluation and modeling in grid resource managem...

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5th international conference on grid and Cooperative computing (GCC 2006)

作者： LIU, Yanbing JIAN, Yi Chongqing Univ Post & Telecommun Chongqing 400065 Peoples R China UEST China Sch Comp Sci Chengdu 610010 Peoples R China

ISBN: (纸本)9780769526942

grid resource management is regarded as an important component of a grid computing system. The resources in the grid are geographically distributed, heterogeneous in nature, owned by different individuals/organizations each having their own resource management policies and different access-and-cost models. Based on Abstract Owner model, this article proposes a new resource storage model called resource pool which couples geographically distributed resource together. Meanwhile, this paper uses queuing and global optimization theory as tools to emphasize on quantitative analysis for resource pool capacity. Consequently, some new analytic formula for practical computation is obtained. Furthermore, an algorithm for analytic formulas is introduced into global optimization to evaluate the performance.

关键词： Resource allocation

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Edge-Cloud based EMS for distributed ESS integration in Smart grids 20

Edge-Cloud based EMS for distributed ESS integration in Smar...

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20th international conference on the European Energy Market (EEM)

作者： Feijoo-Arostegui, Ane Orive, Adrian Imaz, Jon Gaztanaga, Haizea Gonzalez-Hierro, Marco Goikoetxea, Ander IKERLAN Technol Res Ctr BRTA Energy Storage & Power Elect Arrasate Mondragon Spain IKERLAN Technol Res Ctr BRTA Digital Technol & Artificial Intelligence Arrasate Mondragon Spain MU Elect & Comp Sci Dept Arrasate Mondragon Spain

ISBN: (纸本)9798350381757;9798350381740

The ongoing energy transition is driving the transformation of the traditional centralized electric system into a decentralized one, integrating distributed energy resources (DERs) along the grid. This paper presents a digital hierarchical Energy Management System (EMS) for integrating distributed energy storage systems in these decentralized Smart grids. This EMS is deployed in an Edge-Cloud architecture and has been validated in a test bench for a self-consumption case study. The proposed work obtained a self-consumption level of 100% and significant increases in self-sufficiency levels and electricity bill savings. The hierarchical and digitalized control of a DER has been successfully validated, allowing the optimal integration of DERs and fostering their participation in grid services. The aggregation of these DERs can provide the increasing distribution grid flexibility requirements, thanks to the scalability and interoperability characteristics of the presented architecture, opening the participation into new flexibility energy markets and the path to a more resilient and reliable grid.

关键词： Cloud computing Digital Systems Edge computing Energy Management Systems Smart grids

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Designing and Implementing Communication-efficient Model of distributed System for Real-time Electromagnetic Transient Simulation 22

Designing and Implementing Communication-efficient Model of ...

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IEEE 22nd international conference on Trust, Security and Privacy in computing and Communications (TrustCom) / BigDataSE conference / CSE conference / EUC conference / ISCI conference

作者： Guo, Qi Hu, Binjiang Hong, Zeqi Zhao, Yanjun Li, Shuyong Tu, Liang China Southern Power Grid Elect Power Res Inst State Key Lab HVDC Guangzhou Peoples R China Guangdong Prov Key Lab Intelligent Operat & Contr Guangzhou Peoples R China China Southern Power Grid Elect Power Res Inst CSG Key Lab Power Syst Simulat Guangzhou Peoples R China China Southern Power Grid Co Ltd Guangzhou Peoples R China

ISBN: (纸本)9798350381993;9798350382006

This paper introduces CM-RETS, a 4-Level address Communication Model designed specifically for real-time simulation of electromagnetic transients in power systems. CM-RETS incorporates a unique 4-Level address scheme and leverages Remote Direct Memory Access (RDMA) technology to enable efficient and reliable data exchanges between computing nodes in a distributed system. By effectively distributing computational load, CM-RETS facilitates faster and more realistic simulations, ensuring precise and timely data exchanges within a 5 mu s time step to capture transients in real time. Experimental results validate the effectiveness and efficiency of CM-RETS in achieving accurate and real-time simulations of electromagnetic transients. With its robust and cost-effective solution, CM-RETS provides researchers and engineers with the means to perform detailed analysis and studies on power systems under various transient conditions.

关键词： Power system real-time electromagnetic transient simulation distributed system communication model

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A resource price-adjusting mechanism for supply and demand balance in grid computing

A resource price-adjusting mechanism for supply and demand b...

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6th international conference on Parallel and distributed computing, Applications and Technologies (PDCAT 2005)

作者： Yuan, LL Zeng, GS Mao, XW Tongji Univ Dept Comp Sci & Technol Shanghai 200092 Peoples R China

ISBN: (纸本)0769524052

By leveraging economic principles, we present the conception about the supply and demand balance of grid resources, and propose a price-adjusting mechanism. The mechanism focuses on adjusting the unreasonable prices of both isolated resources and dependent resources, so as to achieve equilibrium prices and promote the global balance of the supply and demand.

关键词： Computation theory

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Integrating Categorical Resource Types into a P2P Desktop grid System 08

Integrating Categorical Resource Types into a P2P Desktop Gr...

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9th IEEE/ACM international conference on grid computing

作者： Kim, Jik-Soo Nam, Beomseok Marsh, Michael Keleher, Peter Bhattacharjee, Bobby Sussman, Alan Univ Maryland UMIACS College Pk MD 20742 USA Univ Maryland Dept Comp Sci College Pk MD 20742 USA

ISBN: (纸本)9781424425785

We describe and evaluate a set of protocols that implement a distributed, decentralized desktop grid. Incoming jobs are matched with system nodes through proximity in an N-dimensional resource space. This work improves on prior work by (1) efficiently accommodating node and job characterizations that include both continuous and categorical resource types, and (2) scaling gracefully to large system sizes even with highly non-uniform distributions of job and node types. We use extensive simulation results to show that the resulting system handles both continuous and categorical constraints efficiently, and that the new scalability techniques are effective.

关键词： Peer to peer computing Routing Linux Heart beat Scalability Operating systems Load management

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A clustering model for memory resource sharing in large scale distributed system

A clustering model for memory resource sharing in large scal...

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international conference on Parallel and distributed Systems

作者： Chu, Rui Xiao, Nong Lu, Xicheng Natl Lab Parallel & Distributed Proc Changsha Hunan Peoples R China

ISBN: (纸本)9781424418893

As an application of large scale distributed network computing system, RAM grid tries to solve the problem of memory resource sharing and utilization. Due to the special properties of memory, traditional resource information management approaches cannot be adapted easily. This paper proposes a clustering based resource aggregating scheme under the background of RAM grid, which can reduce the scale of resource information management efficiently. With analogy to the force field and potential energy theory in physics, the basic model, the force field-potential energy model, and the corresponding distributed algorithms are proposed, respectively. The model and algorithms are also evaluated by real network topologies based simulation.

关键词： Random access storage

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Analysis of Parallel Binary Merge Sort in a grid Environment 20

Analysis of Parallel Binary Merge Sort in a Grid Environment

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20th international conference on Parallel and distributed computing Systems, PDCS 2007

作者： Mach, Werner Schikuta, Erich University of Vienna Department of Knowledge and Business Engineering Rathausstraße 19/9 ViennaA-1010 Austria

ISBN: (纸本)9781604233926

This paper presents an analysis of the parallel binary merge sort algorithm and a comparison of its behavior in a generalized multiprocessor framework and a simplified grid Environment. Based on the well known method of Bitton et al. (see [1]) we develop a concise but comprehensive analytical model. © 20th international conference on Parallel and distributed computing Systems, PDCS 2007. All rights reserved.

关键词： algorithm analysis grid infrastructure parallel sorting workflow orchestration

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Smart grid And The Importance Of Electric Vehicles

Smart Grid And The Importance Of Electric Vehicles

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2022 IEEE international conference on distributed computing and Electrical Circuits and Electronics, ICDCECE 2022

作者： Daulatabad, Numaan Ahmed Rajatha, M. Maheshwari B, M. Hemanth, H.A. Shankar, Shobha Vidyavardhaka College of Engineering Electrical and Electronics Engineering Mysore India

ISBN: (纸本)9781665483162

Electric vehicles (EVs) are a major solution for sustainability challenges such as global warming, fossil fuel depletion, emission of greenhouse gas that require immediate attention. Electric vehicles will be required in the future. The need for power rises in tandem with the desire for electric vehicles. The smart grid technology, which makes the job of a grid smoother, has become a requirement for smoother grid operation. Although integrating EVs in the smart grid is challenging, it has some advantages and EVs have the potential of serving the smart grid as an independent distributed energy source. In this paper we look at how EVs can be integrated to the grid with the concept of V2G. © 2022 IEEE.

关键词： Vehicle-to-grid

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Design and implementation of a grid Network-Aware Resource Broker

Design and implementation of a Grid Network-Aware Resource B...

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IASTED international conference on Parallel and distributed computing and Networks

作者： Adami, D Giordano, S Repeti, M Coppola, M Laforenza, D Tonellotto, N Univ Pisa Dept Informat Engn Pisa Italy CNR Informat Sci & Technol Inst Pisa Italy

ISBN: (纸本)088986568X

Currently, grid applications arc developed for a network offering only a best effort packet delivery set-vice. Nevertheless, High Performance computing applications with Quality of Service requirements stress the capabilities of the interconnecting network of the target grid infrastructure. Therefore the application runtime environment must interact, through a grid Resource Broker, with a Network Resource Manager to obtain information about the network and to reserve network resources among the computational resources that will host the execution of applications. The paper presents the design and the development of a grid Network-Aware Resource Broker. It enhances the features of a grid Resource Broker with the capabilities provided by a Network Resource Manager. The innovative contribution of the presented integration is the possibility to design and implement new mapping/scheduling mechanisms to take into account both network and computational resources.

关键词： grid computing high-level programming environment resource management quality of service MPLS Diff-Serv

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