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| Section | Objectives |
|---|
| Topic 1: Data Preparation and Governance | - Data collection and preprocessing
- 1. Feature preparation and transformation
- 2. Data ingestion and cleaning
- Data labeling and quality management
- 1. Annotation methods and standards
- 2. Dataset quality control
|
| Topic 2: AI Foundations and Huawei AI Ecosystem | - Huawei AI strategy and platforms
- 1. MindSpore, ModelArts, and Atlas ecosystem
- 2. Huawei full-stack AI strategy
- Artificial intelligence concepts and development workflow
- 1. AI development principles
- 2. AI application lifecycle
|
| Topic 3: Model Migration, Operator Development, and Optimization | - Operator development and performance tuning
- 1. Operator implementation basics
- 2. Performance profiling and optimization
- Model migration to Huawei AI platforms
- 1. Ascend compatibility and conversion
- 2. Framework migration and adaptation
|
| Topic 4: Model Development and Training | - Model architecture and training basics
- 1. Model construction concepts
- 2. Training objectives and loss functions
- Pre-training and fine-tuning
- 1. Fine-tuning methods
- 2. Pre-training workflow
|
| Topic 5: Model Inference, Deployment, and Application | - Application integration and validation
- 1. Application scenario integration
- 2. Testing, verification, and release
- Inference and service deployment
- 1. Cloud, edge, and device deployment
- 2. Model inference workflow
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q40-Q45):
NEW QUESTION # 40
Which result indicates a host has been successfully integrated into OLVM?
- A. All storage domains are deleted automatically.
- B. The Engine database becomes unnecessary.
- C. The host appears active in the assigned cluster and can provide resources for VM workloads.
- D. The host disappears from the Administration Portal.
Answer: C
Explanation:
A properly added and activated host contributes compute capacity to the OLVM cluster.
NEW QUESTION # 41
Why is network bonding used in OLVM hosts?
- A. To create ISO domains
- B. To seal virtual machines
- C. To install ovirt-engine
- D. To provide link aggregation, failover, or both
Answer: D
Explanation:
Bonding groups NICs to improve availability and, depending on mode, bandwidth handling.
NEW QUESTION # 42
Which statement best describes REST API usage in OLVM?
- A. It is used only when PostgreSQL is offline.
- B. It replaces the hypervisor entirely.
- C. It is only used to change monitor brightness.
- D. It allows programmatic management and automation of OLVM resources.
Answer: D
Explanation:
The REST API enables scripted and integrated operations across OLVM objects such as VMs, hosts, storage, and networks.
NEW QUESTION # 43
Which scheduling policy is most aligned with consolidating workloads so unused hosts can potentially be powered down or kept idle?
- A. Cluster_Maintenance
- B. Anti-Affinity
- C. Evenly_Distributed
- D. Power_Saving
Answer: D
Explanation:
Power_Saving policies support energy-efficient operation by consolidating workloads rather than spreading them evenly.
NEW QUESTION # 44
How does OLVM High Availability help protect a critical VM after a physical host crash?
- A. It prevents all hardware failures
- B. It deletes the failed host from the engine database
- C. It converts the VM into a template
- D. It restarts the VM on another healthy host when conditions allow
Answer: D
Explanation:
HA improves workload resilience by restarting configured VMs on alternative healthy hypervisors after host failure detection.
NEW QUESTION # 45
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