Your team plans to use Vertex AI to develop and deploy machine learning models for various use cases for fraud detection, product recommendations, and customer churn prediction. You want to enhance the security posture of the Vertex AI and Workbench environment by restricting data exfiltration. What should you do?
You are designing a new insurance claims processing application that will be deployed on Google Kubernetes Engine (GKE). Your company ' s compliance team requires a complete and non-repudiable audit trail for all administrative actions from day one. Your application must capture who deploys a new container image, who modifies the GKE cluster ' s configuration, and who interacts with running pods or Kubernetes secrets using kubectl. What should you do?
You are a cloud architect for a financial services company that is building a new application on Google Kubernetes Engine (GKE). Currently, developers build container images on their workstations and manually push them to Artifact Registry. You need to design a secure CI/CD pipeline that automates the build and deployment process from your company ' s GitHub repository. The pipeline must ensure that only trusted, verified container images are deployed to the production GKE cluster and that every deployment can be traced back to its source code. What should you do?
For this question, refer to the Cymbal Retail case study. Cymbal ' s generative Al models require high-performance storage for temporary files generated during model training and inference. These files are ephemeral and frequently accessed and modified You need to select a storage solution that minimizes latency and cost and maximizes performance for generative Al workloads. What should you do?
For this question, refer to the EHR Healthcare case study. You are a developer on the EHR customer portal team. Your team recently migrated the customer portal application to Google Cloud. The load has increased on the application servers, and now the application is logging many timeout errors. You recently incorporated Pub/Sub into the application architecture, and the application is not logging any Pub/Sub publishing errors. You want to improve publishing latency. What should you do?
You need to upgrade the EHR connection to comply with their requirements. The new connection design must support business-critical needs and meet the same network and security policy requirements. What should you do?
For this question, refer to the Helicopter Racing League (HRL) case study. Recently HRL started a new regional
racing league in Cape Town, South Africa. In an effort to give customers in Cape Town a better user
experience, HRL has partnered with the Content Delivery Network provider, Fastly. HRL needs to allow traffic
coming from all of the Fastly IP address ranges into their Virtual Private Cloud network (VPC network). You are
a member of the HRL security team and you need to configure the update that will allow only the Fastly IP
address ranges through the External HTTP(S) load balancer. Which command should you use?
For this question, refer to the Helicopter Racing League (HRL) case study. HRL is looking for a cost-effective
approach for storing their race data such as telemetry. They want to keep all historical records, train models
using only the previous season ' s data, and plan for data growth in terms of volume and information collected.
You need to propose a data solution. Considering HRL business requirements and the goals expressed by
CEO S. Hawke, what should you do?
For this question, refer to the Helicopter Racing League (HRL) case study. HRL wants better prediction
accuracy from their ML prediction models. They want you to use Google’s AI Platform so HRL can understand
and interpret the predictions. What should you do?
For this question, refer to the Helicopter Racing League (HRL) case study. The HRL development team
releases a new version of their predictive capability application every Tuesday evening at 3 a.m. UTC to a
repository. The security team at HRL has developed an in-house penetration test Cloud Function called Airwolf.
The security team wants to run Airwolf against the predictive capability application as soon as it is released
every Tuesday. You need to set up Airwolf to run at the recurring weekly cadence. What should you do?
