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Which type of problem would benefit the most from the additional compute power provided by using vertical scalability of EC 2 to increase cores on

Which type of problem would benefit the most from the additional compute power provided by using vertical scalability of EC2 to increase cores on a virtual server?
Sequential problems
Parallelizable problems
Sequential & Parallelizable problems
NP-Hard problems

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