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1. Coarse-grid preconditioner
To set out the various methods in a simple framework, we have considered decompositions into two sub-domains in the previous sections. In reality, parallel computers have thousands or even hundreds of thousands of processors, and domains need to be decomposed into as many sub-domains as possible to ensure that the resolution process is properly parallelized. But all the iterative methods we've seen lose their efficiency as the number of sub-domains increases. These methods are said to be unscalable. We need to add a new component to all these methods to obtain scalable methods, and this is the subject of this section.
1.1 Scalability problems
There are two types of scalability for an algorithm: strong scalability and weak scalability.
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Coarse-grid preconditioner
Bibliography
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First papers from the international conference on domain decomposition methods
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The Ultimate Scientific and Technical Reference