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Algorithms that have to process large data sets have to take into account that the cost of memory access depends on where the data is stored.

 

Algorithms that have to process large data sets have to take into account that the cost of memory access depends on where the data is stored. Traditional algorithm design is based on the von Neumann model where accesses to memory have uniform cost. Actual machines increasingly deviate from this model: while waiting for memory access, nowadays, microprocessors can in principle execute 1000 additions of registers; for hard disk access this factor can reach six orders of magnitude.

The 16 coherent chapters in this monograph-like tutorial book introduce and survey algorithmic techniques used to achieve high performance on memory hierarchies; emphasis is placed on methods interesting from a theoretical as well as important from a practical point of view.

Boekdetails

Serie
Lecture Notes in Computer Science
Ondertitel
Lecture Notes in Computer Science
Formaat
Paperback / softback
Uitgever
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Auteur
Ulrich Meyer || Peter Sanders || Jop Sibeyn, Springer-Verlag Berlin and Heidelberg GmbH & Co. K, Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN-13
9783540008835
Verschijningsdatum
2003-04-07
Editie
2003 ed.
Afmetingen
155 mm × 235 mm
Land van herkomst
US

Paperback / softback

Algorithms for Memory Hierarchies: Advanced Lectures

door Ulrich Meyer || Peter Sanders || Jop Sibeyn

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