Which of the Google cloud offering will be best suited to be used for solutions running Apache Spark and Presto?
Click on the arrows to vote for the correct answer
A. B. C. D.Correct Answer: A.
Option A is Correct.
Dataproc is most suited to run solutions involving Apache spark and Presto at a minimal cost.
Fully managed offering dataproc is highly scalable and cost-efficient.
Option B is Incorrect.
Shielded VMs are primarily hardened VMs that defend against rootkits and bootkits.
Although shielded VMs can be used, dataproc is the most suited.
Option C is Incorrect.
Sole-tenant nodes are dedicated hardware.
Hence it can be used but are not cost-efficient, and the implement solution will not be fully managed.
Option D is Incorrect.Fully managed offering cloud run is the serverless platform most suited for containerized solutions.
https://cloud.google.com/dataproc https://cloud.google.com/shielded-vm https://cloud.google.com/sole-tenant-nodes https://cloud.google.com/runThe best Google Cloud offering to use for solutions running Apache Spark and Presto is Dataproc (option A).
Dataproc is a managed service that allows users to run Apache Spark and Apache Hadoop clusters on Google Cloud Platform. It provides a fully managed, scalable, and cost-effective solution for big data processing.
Apache Spark is a popular big data processing engine that can run on a variety of platforms, including Dataproc. It is designed to handle large-scale data processing tasks and can be used for batch processing, stream processing, and machine learning.
Presto is an open-source distributed SQL query engine that can be used to process data in Hadoop, Apache Cassandra, and other data sources. It is designed to be fast and can handle queries of large datasets in real-time.
Dataproc provides an optimized environment for running Spark and Presto. It allows users to quickly and easily create and manage clusters, and provides a wide range of features, including auto-scaling, automatic cluster updates, and integration with other Google Cloud services such as BigQuery, Cloud Storage, and Cloud Pub/Sub.
In conclusion, Dataproc is the best Google Cloud offering to use for solutions running Apache Spark and Presto due to its optimized environment for big data processing, ease of use, and integration with other Google Cloud services.