Professional Cloud Developer

HipLocal’s data science team wants to analyze user reviews. How should they prepare the data?A . Use the Cloud Data Loss Prevention API for redaction of the review dataset.B . Use the Cloud Data Loss Prevention API for de-identification of the review dataset.C . Use the Cloud Natural Language Processing...

Your data is stored in Cloud Storage buckets. Fellow developers have reported that data downloaded from Cloud Storage is resulting in slow API performance. You want to research the issue to provide details to the GCP support team. Which command should you run?A . gsutil test Co output.json gs://my-bucketB ....

Your team develops services that run on Google Cloud. You need to build a data processing service and will use Cloud Functions. The data to be processed by the function is sensitive. You need to ensure that invocations can only happen from authorized services and follow Google-recommended best practices for...

You have an HTTP Cloud Function that is called via POST. Each submission’s request body has a flat, unnested JSON structure containing numeric and text data. After the Cloud Function completes, the collected data should be immediately available for ongoing and complex analytics by many users in parallel. How should...

You recently developed a new service on Cloud Run. The new service authenticates using a custom service and then writes transactional information to a Cloud Spanner database. You need to verify that your application can support up to 5,000 read and 1,000 write transactions per second while identifying any bottlenecks...

Your company has a BigQuery dataset named "Master" that keeps information about employee travel and expenses. This information is organized by employee department. That means employees should only be able to view information for their department. You want to apply a security framework to enforce this requirement with the minimum...

HipLocal's.net-based auth service fails under intermittent load. What should they do?A . Use App Engine for autoscaling.B . Use Cloud Functions for autoscaling.C . Use a Compute Engine cluster for the service.D . Use a dedicated Compute Engine virtual machine instance for the service.View AnswerAnswer: D Explanation: Reference: https://www.qwiklabs.com/focuses/611?parent=catalog

You are writing a single-page web application with a user-interface that communicates with a third-party API for content using XMLHttpRequest. The data displayed on the UI by the API results is less critical than other data displayed on the same web page, so it is acceptable for some requests to...

You are developing a microservice-based application that will be deployed on a Google Kubernetes Engine cluster. The application needs to read and write to a Spanner database. You want to follow security best practices while minimizing code changes. How should you configure your application to retrieve Spanner credentials?A . Configure...

You are deploying your application to a Compute Engine virtual machine instance with the Stackdriver Monitoring Agent installed. Your application is a unix process on the instance. You want to be alerted if the unix process has not run for at least 5 minutes. You are not able to change...