Which service runs distributed Python workloads on the platform?
Why C is the answer
Ray on Gemini Enterprise Agent Platform
Ray on Gemini Enterprise Agent Platform runs distributed Python workloads.
In detail
- Ray on Gemini Enterprise Agent Platform runs distributed Python.
- Ray is an open source framework.
Use case
An illustrative scenario, not a real incident.
A team scales Python hyperparameter search with Ray on the platform.
See it in different ways
stateDiagram-v2 [*] --> FitsInMemory FitsInMemory --> DataParallelism: yes, but too slow FitsInMemory --> ModelParallelism: no DataParallelism --> Train ModelParallelism --> Train Train --> Tune: hyperparameter tuning Tune --> [*]
mindmap
root(("Ray cluster"))
n1["Workers"]
n2["Task 1"]
n3["Task 2"]
n4["Task 3"]Key point: Ray runs distributed Python.
Why the other options are wrong
- A. Dataproc Serverless for SQL
- That is for SQL.
- B. Cloud Tasks
- That queues tasks.
- D. Cloud Run
- Cloud Run is for services, and Ray is for clusters.