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| Section | Objectives |
|---|
| Model Inference, Deployment, and Application | - Inference and service deployment
- 1. Cloud, edge, and device deployment
- 2. Model inference workflow
- Application integration and validation
- 1. Testing, verification, and release
- 2. Application scenario integration
|
| 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
|
| 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. Pre-training workflow
- 2. Fine-tuning methods
|
| Model Migration, Operator Development, and Optimization | - Operator development and performance tuning
- 1. Performance profiling and optimization
- 2. Operator implementation basics
- Model migration to Huawei AI platforms
- 1. Ascend compatibility and conversion
- 2. Framework migration and adaptation
|
| Data Preparation and Governance | - Data labeling and quality management
- 1. Annotation methods and standards
- 2. Dataset quality control
- Data collection and preprocessing
- 1. Feature preparation and transformation
- 2. Data ingestion and cleaning
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q164-Q169):
NEW QUESTION # 164
What is the purpose of a VM snapshot?
- A. To configure firewall ports automatically.
- B. To permanently replace the Engine database.
- C. To add a physical CPU socket to the server.
- D. To capture the state of a VM disk or configuration at a point in time for rollback or reference.
Answer: D
Explanation:
Snapshots are useful before risky changes but should be managed carefully to avoid long-term performance and storage issues.
NEW QUESTION # 165
Which portal is most appropriate for a standard business user who only needs to start, stop, monitor, and open a console to assigned virtual machines?
- A. Engine setup console
- B. Host console only
- C. VM Portal
- D. Administration Portal
Answer: C
Explanation:
The VM Portal is designed for delegated VM-level operations such as power cycling, basic monitoring, and console access while preventing users from changing core infrastructure objects.
NEW QUESTION # 166
What is a self-hosted Engine deployment?
- A. The OLVM Manager runs as a highly available virtual machine on the same KVM hosts it manages.
- B. The database runs inside every guest virtual machine.
- C. The OLVM Manager must run only on a physical server outside the cluster.
- D. The Engine is removed and each host manages itself independently.
Answer: A
Explanation:
A self-hosted Engine reduces separate hardware needs and can provide high availability for the Manager VM.
NEW QUESTION # 167
Which condition can prevent live resource changes such as memory hot-add from succeeding?
- A. The guest operating system or VM configuration does not support the hot-plug operation
- B. The user belongs to an external directory
- C. The VM has a display name
- D. The engine has an FQDN
Answer: A
Explanation:
Hot-plug operations require compatibility among OLVM, the VM configuration, and guest operating system support.
NEW QUESTION # 168
Which feature directly helps a VM restart on another host after failure when configured as highly available?
- A. Console proxy
- B. High Availability
- C. KSM
- D. Quota
Answer: B
Explanation:
High Availability is the OLVM feature that supports VM restart on healthy hosts after certain host failures.
NEW QUESTION # 169
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