May 2025
Intermediate to advanced
524 pages
16h 25m
German
Content preview from High Performance Python, 3. Auflage
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Kapitel 11. Cluster und Auftragswarteschlangen
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Ein Cluster ist eine Sammlung von Computern, die zusammenarbeiten, um eine gemeinsame Aufgabe zu lösen. Von außen betrachtet könnte man ihn als ein größeres Einzelsystem betrachten.
In den 1990er Jahren wurde die Idee populär, einen Cluster aus handelsüblichen PCs in einem lokalenNetzwerk für die Cluster-Verarbeitung zu nutzen - bekannt als Beowulf-Cluster. Google gab der Praxis später einen neuen Schub, indem es in seinen eigenen Rechenzentren Cluster aus handelsüblichen PCs einsetzte, insbesondere für die Ausführung von MapReduce-Aufgaben. Am anderen Ende der Skala ermittelt das TOP500-Projekt jedes Jahr die leistungsstärksten Computersysteme, die in der Regel in Clustern aufgebaut sind und deren schnellste Rechner alle Linux verwenden.
Amazon Web Services (AWS) wird häufig sowohl für die Entwicklung von Produktionsclustern in der Cloud als auch für den Aufbau von On-Demand-Clustern für kurzlebige Aufgaben wie maschinelles Lernen verwendet. Bei AWS kannst du kleine bis riesige Maschinen ...
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