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Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Paperback. Condition: new. Paperback. Many firms provide their customers with online information products which require limited resources such as server capacity. This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, e.g. grid systems. The author presents two methods, both of which using the users willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. The second method is a combinatorial auction able to deal with resource complementarities. The author finally generates a method to calculate dynamic resource prices, marking an important step towards the industrialization of grid systems. The author presents two methods, both of which using the users willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Add to basketCondition: New. Develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. This book advances and applies various methods of artificial intelligence, such as neural networks and reinforcement learning to allocation processes in distributed IT-infrastructures. Series: Lecture Notes in Economics and Mathematical Systems. Num Pages: 309 pages, biography. BIC Classification: PB. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 17. Weight in Grams: 480. . 2007. Paperback. . . . .
Published by Springer Berlin Heidelberg, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Many firms provide their customers with online information products which require limited resources such as server capacity. This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, e.g. grid systems. The author presents two methods, both of which using the users' willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. The second method is a combinatorial auction able to deal with resource complementarities. The author finally generates a method to calculate dynamic resource prices, marking an important step towards the industrialization of grid systems.
Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Condition: New. Develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. This book advances and applies various methods of artificial intelligence, such as neural networks and reinforcement learning to allocation processes in distributed IT-infrastructures. Series: Lecture Notes in Economics and Mathematical Systems. Num Pages: 309 pages, biography. BIC Classification: PB. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 17. Weight in Grams: 480. . 2007. Paperback. . . . . Books ship from the US and Ireland.
Published by Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, Berlin, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Add to basketPaperback. Condition: new. Paperback. Many firms provide their customers with online information products which require limited resources such as server capacity. This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, e.g. grid systems. The author presents two methods, both of which using the users willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. The second method is a combinatorial auction able to deal with resource complementarities. The author finally generates a method to calculate dynamic resource prices, marking an important step towards the industrialization of grid systems. The author presents two methods, both of which using the users willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Published by Springer Berlin Heidelberg Feb 2007, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Add to basketTaschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, or grid systems. 312 pp. Englisch.
Published by Springer Berlin Heidelberg, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes supplementary material: sn.pub/extrasThis book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcem.
Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg Feb 2007, 2007
ISBN 10: 3540680020 ISBN 13: 9783540680024
Language: English
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Add to basketTaschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Many firms provide their customers with online information products which require limited resources such as server capacity. This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, e.g. grid systems. The author presents two methods, both of which using the users¿ willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. The second method is a combinatorial auction able to deal with resource complementarities. The author finally generates a method to calculate dynamic resource prices, marking an important step towards the industrialization of grid systems.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 312 pp. Englisch.