Cargando…

Scheduling for Parallel Processing

To take full advantage of high performance computing, parallel applications must be carefully managed to guarantee quality of service and fairness in using shared resources. Scheduling for parallel computing is an interdisciplinary subject joining many fields, and the broadness of research yields an...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Drozdowski, Maciej (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Computer Communications and Networks,
Temas:
Acceso en línea:Texto Completo

MARC

LEADER 00000nam a22000005i 4500
001 978-1-84882-310-5
003 DE-He213
005 20220114111222.0
007 cr nn 008mamaa
008 110414s2009 xxk| s |||| 0|eng d
020 |a 9781848823105  |9 978-1-84882-310-5 
024 7 |a 10.1007/978-1-84882-310-5  |2 doi 
050 4 |a QA76.76.O63 
072 7 |a UL  |2 bicssc 
072 7 |a COM046000  |2 bisacsh 
072 7 |a UL  |2 thema 
082 0 4 |a 005.43  |2 23 
100 1 |a Drozdowski, Maciej.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Scheduling for Parallel Processing  |h [electronic resource] /  |c by Maciej Drozdowski. 
250 |a 1st ed. 2009. 
264 1 |a London :  |b Springer London :  |b Imprint: Springer,  |c 2009. 
300 |a XIV, 386 p. 100 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Computer Communications and Networks,  |x 2197-8433 
505 0 |a Basics -- Vision of Scheduling in Parallel Systems -- Classic Scheduling Theory -- Parallel Tasks -- Scheduling with Communication Delays -- Divisible Loads -- Back to Scheduling Models. 
520 |a To take full advantage of high performance computing, parallel applications must be carefully managed to guarantee quality of service and fairness in using shared resources. Scheduling for parallel computing is an interdisciplinary subject joining many fields, and the broadness of research yields an immense number and diversity of models for understanding scheduling problems. This focused and useful book presents scheduling models for parallel processing, problems defined on the grounds of certain scheduling models, and algorithms solving the scheduling problems. As most of the scheduling problems are combinatorial in nature, the methodology of computational complexity theory is examined. Four examples of scheduling models are presented, along with problems and algorithms, before drawing conclusions on their mutual relationships. The book also provides helpful generalizations about scheduling models, their problems and algorithms. Topics and features: Introduces the fundamental scheduling concepts and clarifies the relation between scheduling models, problems, algorithms, and schedules Discusses the technological aspects of scheduling for parallel processing, demonstrating how highly abstract scheduling policies are determined by the underlying hardware and software Presents the notions, concepts, and algorithms that are most immediately applicable in parallel processing, including relevant aspects of classic scheduling theory Examines the parallel task model, analyzing rigid, moldable, malleable tasks, and tasks with shape Outlines the methodology of computational complexity theory and introduces the basic metrics of parallel application performance Explores scheduling with communication delays, taking into account the costs of delays Examines scheduling divisible loads in systems with limited memory, various interconnection types, and cost of usage Includes detailed illustrations, a comprehensive bibliography, and a helpful notation section This unique text will be a valuable resource for researchers in parallel computing, operating systems, management science, and applied mathematics. In addition, lecturers and advanced students needing a solid foundation about scheduling for parallel computing will find the book a critical teaching tool and reference. 
650 0 |a Operating systems (Computers). 
650 0 |a Electronic digital computers-Evaluation. 
650 0 |a Algorithms. 
650 0 |a Electronic data processing-Management. 
650 0 |a Operations research. 
650 0 |a Management science. 
650 1 4 |a Operating Systems. 
650 2 4 |a System Performance and Evaluation. 
650 2 4 |a Algorithms. 
650 2 4 |a IT Operations. 
650 2 4 |a Operations Research, Management Science . 
650 2 4 |a Operations Research and Decision Theory. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9781848823174 
776 0 8 |i Printed edition:  |z 9781848823099 
776 0 8 |i Printed edition:  |z 9781447125082 
830 0 |a Computer Communications and Networks,  |x 2197-8433 
856 4 0 |u https://doi.uam.elogim.com/10.1007/978-1-84882-310-5  |z Texto Completo 
912 |a ZDB-2-SCS 
912 |a ZDB-2-SXCS 
950 |a Computer Science (SpringerNature-11645) 
950 |a Computer Science (R0) (SpringerNature-43710)