Data sets in large applications such as databases and data-mining applications are often too large to fit into a computer's internal memory. The resulting I/O (input/output) communications between internal memory and the slower external medium (such as disks) can present a major performance bottleneck. Amongh the possible computer architectural solutions to this problem are cluster computing platforms, which are collections of non-dedicated systems (for example, PCs) based on low-cost hardware, and these present themselves as affordable and suitable I/O systems. The aim of this publication is to present theoretical and practical advances that will assist potential new users and more experienced users in havng a greater understanding of the subject of I/O management. The first part of this book introduces selected topics and a number of effective solutions in different sub-topics of the field. The second part presents five research studies contributed by specialist researchers in the field, located mainly in Europe and the USA.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Zielgruppe
Für höhere Schule und Studium
Für Beruf und Forschung
Maße
Höhe: 234 mm
Breite: 153 mm
Gewicht
ISBN-13
978-1-903996-50-8 (9781903996508)
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Schweitzer Klassifikation
Part 1 Cluster computing and I/Os: motivating I/O problems and their solutions; parallel sorting on heterogeneous clusters. Part 2 Selected readings: a sensitivity study of parallel I/O under PVFS; the parallel effective I/O bandwidth benchmark; parallel join algorithms on clusters; server-side scheduling in cluster parallel I/O systems; design and implementation of a large virtual NVRAM cache for software RAID. Part 3 Appendices: appendix 1 - matrix product MPI-2 codes; appendix 2 - selected websites related to I/O.