Q. What is the purpose of the MapReduce scheduler in a distributed processing framework?

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Q. How many output files are typically produced by each Map function instance in MapReduce?

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Q. What is the primary purpose of the Reduce phase in a MapReduce program?

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Q. What determines which Reduce instance consumes output records with the same hash value from the Map phase?

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Q. What is the purpose of the MapReduce main controller?

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Q. What is the typical implementation of PageRank using MapReduce?

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Q. What is one of the key advantages of MapReduce?

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Q. How does the MapReduce program handle output records with the same hash value?

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Q. What is the role of the control program in the implementation of PageRank using MapReduce?

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Q. What characteristic of MapReduce contributes to its high fault tolerance?

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Q. What is the typical number of Reduce instances in a MapReduce program?

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Q. What is the primary function of the MapReduce scheduler?

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Q. What are the two crucial aspects that enable parallel execution in database systems?

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Q. What does the optimizer in a parallel DBMS translate SQL commands into?

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Q. In a parallel DBMS, when does the filter subquery in a SQL command get performed in parallel?

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Q. What is the final step required in a parallel DBMS after performing a hash join and calculating preliminary aggregate functions?

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Q. Why is there a need for interfaces between MapReduce systems and DBMSs?

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Q. What is the result of integrating MapReduce and DBMSs for complex analytical problems?

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Q. What is the primary purpose of the MapReduce system in the context of interfacing with DBMSs?

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Q. What is the primary focus of machine learning?

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