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Abstract
Here we will present advanced scheduling techniques with a weighted fitness function for an adaptive grid meta-brokering using the Pliant system, in order to cope with the high uncertainty ruling current Grid systems. The algorithms are based on the Pliant concept, which is a specific part of fuzzy logic theory. This tool is also capable of creating functions, classifying sets and making decisions. We construct and show how well our new algorithms perform in a grid simulation environment. The results obtained demonstrate that these novel scheduling techniques produce better performance scores, hence the load of Grid systems can be more balanced.
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References
Open grid forum website (1999),http://www.ogf.org
Parallel workloads archive website (2009),http://www.cs.huji.ac.il/labs/parallel/workload
Aczl, J.: Lectures on Functional Equations and Applications. Academic Press, London (1966)
Anjomshoaa, A., Brisard, F., Drescher, M., Fellows, D., Ly, A., McGough, S., Pulsipher, D., Savva, A.: Job submission description language (jsdl) specification, version 1.0. Technical report (2005),http://www.gridforum.org/documents/GFD.56.pdf
Buyya, R., Murshed, M., Abramson, D.: Gridsim: A toolkit for the modeling and simulation of distributed resource management and scheduling for grid computing. Journal of Concurrency and Computation: Practice and Experience (CCPE), 1175–1220 (2002)
Dombi, J.: A general class of fuzzy operators, the de morgan class of fuzzy operators and fuzziness measures induced by fuzzy operators. Fuzzy Sets and Systems 8 (1982)
Dombi, J.: Pliant system. In: IEEE International Conference on Intelligent Engineering System Proceedings, Budapest, Hungary (1997)
Howell, F., Mcnab, R.: Simjava: A discrete event simulation library for java. In: Proc. of the International Conference on Web-Based Modeling and Simulation, pp. 51–56 (1998)
Iosup, A., Epema, D.H.J., Tannenbaum, T., Farrellee, M., Livny, M.: Inter-Operating Grids through Delegated MatchMaking. In: Proc. of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2007), Reno, Nevada (2007)
Kertesz, A., Dombi, J.D., Dombi, J.: Adaptive scheduling solution for grid meta-brokering. Acta Cybernetica 19, 105–123 (2009)
Kertész, A., Kacsuk, P., GMBS: A New Middleware Service for Making Grids Interoperable. In: Future Generation Computer Systems, vol. 16, pp. 542–553 (2010)
Kesselman, C., Foster, I.: The Grid: Blueprint for a New Computing Infrastructure. Morgan Kaufmann Publishers, San Francisco (1998)
Knuth, D.E.: The art of computer programming. In: Seminumerical Algorithms, 3rd edn., vol. 2. Addison-Wesley Longman Publishing Co., Inc., Boston (1997)
Leal, K., Huedo, E., Llorente, I.M.: A decentralized model for scheduling independent tasks in Federated Grids. In: Future Generation Computer Systems, vol. 25(8), pp. 840–852 (2009)
Rodero, I., Guim, F., Corbalan, J., Fong, L.L., Liu, Y.G., Sadjadi, S.M.: Looking for an Evolution of Grid Scheduling: Meta-brokering. In: Proc. of Coregrid Workshop in Grid Middleware 2007, Dresden, Germany (2008)
Report, N.G.G.: Future for european grids: Grids and service oriented knowledge utilities – vision and research directions 2010 and beyond. Technical report (2006),ftp://ftp.cordis.lu/pub/ist/docs/grids/ngg3_eg_final.pdf
Zimmermann, H.: Fuzzy Set Theory and its applications. Kluwer Academic, Dordrecht (1991)
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Authors and Affiliations
Institute of Informatics, University of Szeged, Árpád tér 2., 6720, Szeged, Hungary
József Dániel Dombi
MTA SZTAKI, Kende u. 13-17, 1111, Budapest, Hungary
Attila Kertész
- József Dániel Dombi
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- Attila Kertész
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Editors and Affiliations
Departament of Systems and Informatics, Polytechnic Institute of Setúbal – INSTICC, Rua do Vale de Chaves - Estefanilha, 2910-761, Setúbal, Portugal
Joaquim Filipe
IST - Technical University of Lisbon, Av.Rovisco Pais, 1, 1049-001, Lisbon, Portugal
Ana Fred
School of Computing, Staffordshire University, Baconside, Stafford, UK
Bernadette Sharp
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Dombi, J.D., Kertész, A. (2011). Advanced Scheduling Techniques with the Pliant System for High-Level Grid Brokering. In: Filipe, J., Fred, A., Sharp, B. (eds) Agents and Artificial Intelligence. ICAART 2010. Communications in Computer and Information Science, vol 129. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19890-8_13
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