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Scalability
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===Vertical or scale up{{anchor|Vertical}}=== Scaling vertically (up/down) means adding resources to (or removing resources from) a single node, typically involving the addition of CPUs, memory or storage to a single computer.<ref name="parallel_arch" /> Benefits to scale-up include avoiding increased management complexity, more sophisticated programming to allocate tasks among resources and handling issues such as throughput, latency, and synchronization across nodes. Moreover some [[Amdahl's law|applications do not scale horizontally]].
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