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A financial analytics company is designing a workload on Google Compute Engine that requires attached block storage for a transaction processing cache. The workload demands higher throughput and IOPS than standard HDDs can provide, but does not require the maximum performance tier of Extreme Persistent Disk or Local SSD. The block storage must support data persistence when the VM instance is stopped, support dynamic resizing while online, and offer a cost-effective balance between price and performance. Which Persistent Disk type should you select to meet these requirements?
Your organization is deploying a real-time telemetry ingestion service on Compute Engine instances located in the `us-central1` region. The client devices transmit data using a custom UDP-based protocol and require original client source IP addresses to be preserved for logging and routing purposes. Which Google Cloud load balancer should you deploy to meet these requirements?
An organization needs to migrate workloads from an existing GKE Standard node pool to a new node pool featuring larger machine types to handle increased memory demand. To prevent application downtime during the migration, in what sequence should a cloud engineer execute the following operational steps?
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A financial operations team needs to run custom SQL queries on detailed daily cost breakdown and usage metrics across all Google Cloud projects associated with their Cloud Billing account. They want an automated solution that continuously delivers raw billing logs to an analytical repository without relying on custom ingestion scripts. What is the Google Cloud recommended method to accomplish this configuration?
A cloud engineer is tasked with deploying a primary Cloud SQL for PostgreSQL database with Private IP connectivity inside a custom Virtual Private Cloud (VPC), along with a cross-region read replica. What is the correct sequence of administrative steps to provision this infrastructure?
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A DevOps engineer is deploying an updated version of a microservice named order-processor to Google Cloud Run. The team requires deploying the container image gcr.io/acme-ship/order-proc:v2 to create a new revision without directing any production traffic to it upon deployment. Furthermore, the new revision must be directly testable via a dedicated revision URL tag named canary while 100% of live traffic remains on the existing stable revision. Which gcloud command should the engineer execute to fulfill these requirements?
A cloud engineer manages a GKE Standard cluster hosting stateless containerized microservices. During periodic traffic spikes, several newly created Pods remain in a 'Pending' state for extended periods because the current worker nodes lack sufficient available CPU capacity to fulfill the Pod resource requests. The engineer wants the cluster infrastructure to automatically provision additional Compute Engine Virtual Machine nodes whenever Pods cannot be scheduled due to resource constraints. Which action should the engineer take to resolve this issue?
A financial services organization is planning a Google Kubernetes Engine (GKE) cluster architecture to host two distinct workloads:
1. A high-throughput ledger ingestion service that requires custom sysctl kernel parameter tuning on the underlying node OS to optimize TCP socket buffers.
2. A stateless risk-analysis batch processing pipeline that is fault-tolerant and can handle unexpected node terminations.
The infrastructure team needs to ensure that node OS customizations are supported while minimizing compute expenses for the batch processing workload.
Which GKE cluster configuration should the team select?
Match each Google Cloud database or persistent block storage service on the left with the workload architecture requirement on the right that it best satisfies.
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A cloud engineer needs to perform a safe canary release of an updated container image for an existing Cloud Run service named `billing-app`. What is the correct sequence of steps to execute this release from start to finish?
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Your team is deploying a batch processing workload on Google Compute Engine and wants to optimize operational efficiency and costs while ensuring instances scale dynamically based on demand. Which two management actions should you perform? (Select two.)
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An enterprise is deploying an internal backend microservice hosted on Compute Engine instances across multiple zones within a single Virtual Private Cloud (VPC) network. The microservice receives raw TCP RPC requests directly from other internal workloads. The network architecture requires an internal load balancing mechanism that provides high availability, supports TCP health checks, and preserves the original client IP addresses without proxying or performing Layer 7 inspection. Which Google Cloud load balancing solution should you choose?
Your team stores application log files in a Google Cloud Storage bucket. These logs are accessed frequently during the first 30 days after creation. After 30 days, the logs are rarely accessed, but they must be retained for one year for compliance auditing. You want to automate moving these objects to a lower-cost storage class after 30 days to minimize storage expenses. What should you do?
A financial analytics firm is configuring an automated deployment pipeline to provision Compute Engine instances for evening risk-modeling simulations. The workload consists of fault-tolerant, stateless processing jobs that can sustain abrupt instance terminations. Security policies require adhering to the principle of least privilege, using dedicated service account identities, and executing a boot-time bootstrap script stored in a private Cloud Storage bucket (`gs://finance-scripts-prod/bootstrap.sh`). Which TWO configuration flags must be included in the `gcloud compute instances create` command to satisfy these operational and security requirements?
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Your enterprise organization has two Virtual Private Cloud (VPC) networks, `shared-services-vpc` and `application-vpc`, in the same Google Cloud project. You are deploying an Internal HTTP(S) Load Balancer in `application-vpc` to expose a microservice, and you need clients in both VPC networks to resolve the load balancer's internal IP address using a private DNS domain name (`internal.example.com`). Which of the following configuration steps are required to successfully deploy this solution? (Select TWO choices.)
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A Cloud Engineer needs to modify an existing Google Cloud Deployment Manager deployment named `prod-network-deployment` to update firewall rules defined in `network_config.yaml`. To adhere to strict operational compliance, the engineer must stage and preview the proposed infrastructure changes, inspect the staged manifest to verify resource state, and then commit the updates to production. In what sequence should the engineer execute these tasks?
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A cloud engineer needs to deploy a Cloud SQL for PostgreSQL database instance that is accessible exclusively using Private IP within an existing VPC network named `prod-vpc`. Arrange the operational steps in the correct sequential order to establish Private Service Access and provision the database instance.
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A cloud engineer needs to deploy a containerized web application to an existing Google Kubernetes Engine (GKE) cluster and make it accessible to external users via a Google Cloud Load Balancer. Place the operational steps in the correct sequence from start to finish.
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Your organization operates a high-availability production application running on a Compute Engine Regional Managed Instance Group (MIG). You need to perform a seamless software update by deploying a new instance template named `template-v2`. The deployment process must guarantee zero application downtime and ensure that replacement instances are fully booted, initialized, and verified healthy before any existing instances are taken offline. Which two actions should you take to achieve this?
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A site reliability engineering (SRE) team receives alerts that several replicas of a data processing service deployed on a Google Kubernetes Engine (GKE) Standard cluster are stuck in a Pending state. Running kubectl describe pod reveals the event condition 0/6 nodes are available: 6 Insufficient cpu. The existing node pool contains 6 compute instances and currently has autoscaling disabled. Resource requests and limits for the workload containers are properly defined in the Deployment manifest. Which operational action should the cloud engineer take to resolve the pending Pods and enable dynamic node scaling based on resource demand?