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| Section | Objectives |
|---|
| Model Development and Training | - Pre-training and fine-tuning
- 1. Fine-tuning methods
- 2. Pre-training workflow
- Model architecture and training basics
- 1. Training objectives and loss functions
- 2. Model construction concepts
|
| 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
|
| Model Migration, Operator Development, and Optimization | - Model migration to Huawei AI platforms
- 1. Ascend compatibility and conversion
- 2. Framework migration and adaptation
- Operator development and performance tuning
- 1. Performance profiling and optimization
- 2. Operator implementation basics
|
| Data Preparation and Governance | - Data collection and preprocessing
- 1. Data ingestion and cleaning
- 2. Feature preparation and transformation
- Data labeling and quality management
- 1. Annotation methods and standards
- 2. Dataset quality control
|
| AI Foundations and Huawei AI Ecosystem | - Huawei AI strategy and platforms
- 1. Huawei full-stack AI strategy
- 2. MindSpore, ModelArts, and Atlas ecosystem
- Artificial intelligence concepts and development workflow
- 1. AI development principles
- 2. AI application lifecycle
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q11-Q16):
NEW QUESTION # 11
What is a key reason for using ovirt-engine-rename instead of manually changing only the hostname?
- A. It removes the need for DNS resolution
- B. It automatically increases all VM memory
- C. It converts Active-Passive DR into Active-Active automatically
- D. It updates engine identity references and helps avoid broken secure-token or certificate relationships
Answer: D
Explanation:
The engine identity is referenced across the OLVM environment, so a supported rename utility is safer than manual hostname changes.
NEW QUESTION # 12
What is the Storage Pool Manager role responsible for?
- A. Authenticating all VM users against LDAP only.
- B. Compiling the Linux kernel on each host.
- C. Coordinating certain storage operations for a data center storage pool.
- D. Replacing all storage domains with local memory.
Answer: C
Explanation:
The SPM host is selected within a data center to coordinate storage-related operations that require a single authoritative host.
NEW QUESTION # 13
Which deployment choice places the OLVM Manager outside the managed virtualization cluster?
- A. Self-hosted engine deployment
- B. VM template deployment
- C. Export domain deployment
- D. Standalone engine deployment
Answer: D
Explanation:
Standalone deployment uses an external OLVM Manager host rather than a Manager VM running inside the cluster.
NEW QUESTION # 14
Which scenario best justifies using Data Center Admin rather than Cluster Admin?
- A. A user needs to start only one assigned VM
- B. A user only views a VM console
- C. A user only needs password reset for themselves
- D. A user must manage objects across the whole data center scope
Answer: D
Explanation:
Data Center Admin is appropriate for broad delegated administration within a data center, while Cluster Admin is narrower.
NEW QUESTION # 15
Which driver family is important for optimized Windows guest disk and network performance?
- A. VirtIO drivers
- B. BIOS password drivers
- C. SR-IOV firmware only
- D. Printer-only drivers
Answer: A
Explanation:
VirtIO drivers are used by Windows guests to achieve better virtual disk and network performance.
NEW QUESTION # 16
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