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/run