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Performance evaluation of market-based resource allocation for Grid computing

J. Gomoluch, M. Schroeder
2004 Concurrency and Computation  
Resource allocation is an important aspect of Grid computing. Over the past years, various systems have been developed which use market mechanisms to allocate resources.  ...  In this paper, we investigate under which circumstances market-based resource allocation by continuous double auctions and by the proportional share protocol, respectively, outperforms a conventional round-robin  ...  However, the performance of market-based resource allocation protocols has not been sufficiently studied.  ... 
doi:10.1002/cpe.826 fatcat:nxqos6cns5ha7lme3esap77agu

A taxonomy of market-based resource management systems for utility-driven cluster computing

Chee Shin Yeo, Rajkumar Buyya
2006 Software, Practice & Experience  
They are also vital in supporting service-oriented Grid computing that harness resources distributed worldwide based on users' objectives.  ...  Market-based resource management systems make use of real-world market concepts and behavior to assign resources to users.  ...  ACKNOWLEDGMENT We would like to acknowledge all developers of the market-based resource management systems described in the paper.  ... 
doi:10.1002/spe.725 fatcat:6jqpwyqfdva33ffhkfwwu6gafa

EXPERIMENTAL AND EMPIRICAL PERSPECTIVES ON GRID RESOURCE ALLOCATION FOR THE SINGAPORE MARKET

DANNY OH, STEVEN MILLER, HU NAN
2006 Gecon 2006  
In this paper, we describe our work on using the Tycoon system developed by HP Labs to provide a market-based resource allocation and bidding framework for a grid.  ...  We discuss how we intend to evaluate the feasibility of the Tycoon system by measuring its economic performance using agent-based simulation experiments for a particular type of grid usage scenario, namely  ...  Acknowledgement This work is supported by the Adaptive Enterprise @ Singapore Technology Alliance Scheme of the Infocomm Development Authority of Singapore and by the School of Information Systems, Singapore  ... 
doi:10.1142/9789812773470_0002 fatcat:gmsweseohnhrbjqzn7hownjnne

On the Simulation of Grid Market Coordination Approaches

Werner Streitberger, Sebastian Hudert, Torsten Eymann, Bjoern Schnizler, Floriano Zini, Michele Catalano
2007 Journal of Grid Computing  
Grid computing has recently become an important paradigm for managing computationally demanding applications, composed of a collection of services.  ...  This paper compares centralized and decentralized service allocation mechanisms in grid market scenarios according to a defined set of metrics.  ...  Related Work The use of market mechanisms for allocating computer resources is not a completely new phenomenon.  ... 
doi:10.1007/s10723-007-9092-6 fatcat:3iknqt6lmraqdoqoiex7qyro4u

Learning Automata Based Method for Grid Computing Resource Valuation with Resource Suitability Criteria

Ali Sarhadi
2011 International Journal of Grid Computing & Applications  
After allocate of resource, valuation of it based on its complete time is done. With this method the valuation of resource is based on their suitability for jobs execution.  ...  In this paper, we present a new method of resource allocation and valuation based on the learning automata algorithms in order to maximize the benefit for both grid providers and grid users.  ...  The introduction of economics-based models in Grid resource management involves the definition of a computational market, in which Grid users and providers interact.  ... 
doi:10.5121/ijgca.2011.2401 fatcat:spvelutr6fhsfgyxc2hssg4ziy

The catallaxy approach for decentralized economic-based allocation in Grid resource and service markets

Oscar Ardaiz, Pau Artigas, Torsten Eymann, Felix Freitag, Leandro Navarro, Michael Reinicke
2006 Applied intelligence (Boston)  
In this paper, we explore a decentralized economic approach for resource allocation in Grid markets based on the Catallaxy paradigm.  ...  By means of simulations, we evaluate the behavior of the approach, its resource allocation efficiency and its performance with different demand loads in a number of Grid density and dynamic environments  ...  In this work our goal is to evaluate the performance of the Catallactic paradigm for coordinating the service provision in large-scale dynamic Grid markets.  ... 
doi:10.1007/s10489-006-9650-9 fatcat:3w7eud6m6ra3rag6r5key3l5wi

A Context-aware Task Scheduling in Ad-hoc Desktop Grids

Neelanarayanan Venkataraman
2015 Procedia Computer Science  
In this paper, we present one such infrastructure, called the Mini-Grid Framework for resource management in ad hoc grids using market-based scheduling and context-based resource and application modeling  ...  Furthermore, users can model and specify non-performance based parameters that influence resource allocation.  ...  Acknowledgement This research has been funded by the Danish Agency for Science, Technology, and Innovation under the project "PC Mini-Grids for Prediction of Viral RNA Structure and Evolution", #09-061856  ... 
doi:10.1016/j.procs.2015.04.099 fatcat:qhswkbum6bgp7hc2o5zrr2wijy

Performance Evaluation of Grid using Random Scheduling

Saravana KumarE, A. Sumathi
2012 International Journal of Computer Applications  
In this paper, it is proposed to evaluate the performance of one of the popular grid scheduling algorithms -Random scheduling for various scenarios.  ...  The idea behind Grid is seamless, transparent supply of computing and data resources over the Internet when required to end users.  ...  Different systems developed, allocate resources utilizing market mechanisms, but performance was not adequately studied.  ... 
doi:10.5120/8780-2746 fatcat:hhfp5igltnfnzmizlcykw7ca34

Proffering a Brand New Methodology for Resource Discovery and Pricing in Computational Grid Using Learning Automata

Ali Sarhadi, Hasan Khotanlo, ali yousefi
2010 International Journal of Computer Applications  
Grid Computing is a parallel and distributed system that facilitates the virtualization of distributed computing and enables coordinating and sharing of computing and storage resources.  ...  resources to grid users in order to maximize the benefit for both grid providers and grid users.  ...  GRACE [20] [17] [18] (the Grid Architecture for Computational Economy) proposed by Buyya is a distributed computational economy-based resource allocation framework, which provides a mechanism for regulating  ... 
doi:10.5120/967-1242 fatcat:di5gaakmjfhm3hgnca27filpo4

Markets and Negotiations in the Grid Economy: How decentralized and centralized economic approaches perform

Georg Buss, Werner Streitberger, Torsten Eymann, Daniel Veit
2008 Multikonferenz Wirtschaftsinformatik  
In this paper, the technical and economic performance of a centralized, market-based and a decentralized -Catallaxy-based -allocation mechanism for computational resources is compared using application-oriented  ...  Within several communities, dynamic and flexible allocation of computational resources is in the center of the current research interest.  ...  For further information, visit the CATNETS web site: http://www.catnets.org.  ... 
dblp:conf/mkwi/BussSEV08 fatcat:pjkauxnbo5eshctsqdlrwpzfdi

Parallel Continuous Double Auction for Service Allocation in Cloud Computing

Nima Farajian, Hossein Ebrahim pour-komleh
2015 Computer Engineering and Applications Journal  
Each service consists of various resources which all should be allocated to utilize the service.  ...  Nowadays market-oriented approach has attracted a lot of researchers because of its great ability to manage Cloud services efficiently and dynamically.  ...  [16] presented a new negotiation model for designing Market and Behaviordriven Negotiation Agents that addressed computational grid resource allocation problem.  ... 
doi:10.18495/comengapp.v4i2.125 fatcat:q3wgyutq5rexphdbqrp5k45uwe

Imprecise computation grid application model for flexible market-based resource allocation

Kyong Hoon Kim, R. Buyya, Jong Kim
2006 Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGRID'06)  
In this paper, we provide a new Imprecise Computation Grid application model for flexible market-based resource management.  ...  Market-based resource management is becoming an emerging issue as the utilization of Grid computing is growing rapidly, particularly in the business field.  ...  Workload-based Resource Allocation In the Grid, a resource broker is in charge of resource allocation of Grid applications.  ... 
doi:10.1109/ccgrid.2006.56 dblp:conf/ccgrid/KimBK06 fatcat:ex4p6hw2inetnf2cfdem4nib54

Resource Allocation in Grid: A Review

Ehsan Amiri, Hassan Keshavarz, Naoki Ohshima, Shozo Komaki
2014 Procedia - Social and Behavioral Sciences  
Resource allocation is one of important concepts in grid.  ...  Resource management in grid is one of most important aspect. Resource management has consists of three parts such as resource discovery, resource selection and resource allocation.  ...  Based Approach for Sensor Resource Allocation in the Grid Market Based Not discuss Prices base  ... 
doi:10.1016/j.sbspro.2014.03.698 fatcat:bhuhciudgngj7i3t34jixinhpi

A Discriminatory Pay-as-Bid Mechanism for Efficient Scheduling in the Sun N1 Grid Engine

Jochen Stosser, Philipp Bodenbenner, Simon See, Dirk Neumann
2008 Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008)  
Grid computing is a promising concept to increase the efficiency of existing computing systems and to cut down on IT expenses by allowing the dynamic access to computer resources across geographical and  ...  currently most prominent grid market mechanism -with respect to both provider's surplus and allocative efficiency.  ...  Acknowledgements We would like to thank the anonymous reviewers for their valuable comments.  ... 
doi:10.1109/hicss.2008.17 dblp:conf/hicss/StosserBSN08 fatcat:3ijs4a5u7rgitfyndxemtz265q

Modeling and analysis of the effects of QoS and reliability on pricing, profitability, and risk management in multiperiod grid-computing networks

Jose M. Cruz, Zugang Liu
2012 Decision Support Systems  
We analyze resource allocation patterns as well as equilibrium price based on demand, supply, and cost structure of the grid computing market network.  ...  In this paper we develop a network equilibrium model for optimal pricing and resource allocation in Computational Grid Network.  ...  Recently grid computing market design and resource allocation have been a theme of many studies.  ... 
doi:10.1016/j.dss.2011.10.012 fatcat:3e6iwva6lndczpfe6evndtqofu
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