Big Data Demystified
All you need to know about Big Data
Dataproc is a managed Spark and Hive service that lets you take advantage of Apache open source data projects for batch processing, querying, streaming, and machine learning.
Large scale of data transformation. In this use case, it should be about 50% cheaper than BigQuery.
BigQuery VS Dataproc cost reduction use case