Subtask 5.1: Advise development and operation teams

A new developer joins your team and needs to view the logs for a specific Cloud Run service to troubleshoot an issue. They should not be able to modify the service or view logs for other services. Which IAM role should you grant?

CASE STUDY: ManuIoT Overview: Industry: Manufacturing Size: 100 factories globally Environment: - 100,000 sensors - Local SCADA - Fragmented SQL Server DBs - No central analytics Requirements: - Predictive maintenance - Real-time global dashboards - Edge computing Exec Statements: - CEO: Monetize telemetry. - CFO: Costs must scale linearly. - VP Ops: Factory lines need local control if internet drops. Tech Reqs: - Ingest 1M msgs/sec - Stream processing - Offline factory capabilities - Train ML centrally, deploy to edge Constraints: - Low bandwidth/high latency at factories - Legacy MQTT protocol - Zero IT staff at factories QUESTION: To meet the requirement of training ML models centrally and deploying them to the edge, which GCP AI service should you utilize?