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How does an algorithm qualify as sequential?

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I'm trying to understand why some algorithms fit the "statistical query model" and some don't. Aka. why some can be parallelized and scaled using tools like Hadoop while others are limited because they are inherently sequential. What are some examples of sequentials algos?

submitted by CQFD
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