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| Section | Objectives |
|---|
| Topic 1: 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. Framework migration and adaptation
- 2. Ascend compatibility and conversion
|
| Topic 2: 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
|
| Topic 3: Model Inference, Deployment, and Application | - Inference and service deployment
- 1. Model inference workflow
- 2. Cloud, edge, and device deployment
- Application integration and validation
- 1. Application scenario integration
- 2. Testing, verification, and release
|
| Topic 4: Model Development and Training | - Model architecture and training basics
- 1. Training objectives and loss functions
- 2. Model construction concepts
- Pre-training and fine-tuning
- 1. Fine-tuning methods
- 2. Pre-training workflow
|
| Topic 5: 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 application lifecycle
- 2. AI development principles
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q47-Q52):
NEW QUESTION # 47
What is a risk of aggressive memory overcommit without proper monitoring?
- A. Automatic elimination of all storage bottlenecks
- B. Host memory pressure and VM performance degradation
- C. Permanent disabling of host fencing
- D. Improved performance in every case
Answer: B
Explanation:
Memory overcommitment must be balanced with monitoring because excessive pressure can degrade VM and host performance.
NEW QUESTION # 48
Which statement best describes the relationship between HA and disaster recovery?
- A. DR is only a console protocol
- B. HA handles local restart after host failure, while DR addresses broader site or management recovery scenarios
- C. HA is only for user password recovery
- D. HA fully replaces disaster recovery
Answer: B
Explanation:
High Availability improves local workload resilience, while disaster recovery planning covers larger failures such as site loss or engine recovery.
NEW QUESTION # 49
What is the role of multipathing with iSCSI storage in OLVM?
- A. Convert thin disks into ISO files
- B. Replace logical networks
- C. Disable shared storage access
- D. Provide redundant paths and improved resilience to storage targets
Answer: D
Explanation:
Multipathing is used with block storage to maintain multiple routes to the storage target.
NEW QUESTION # 50
Which traffic is used when moving a running VM between hosts?
- A. Storage metadata only
- B. ISO traffic
- C. Migration traffic
- D. Display traffic
Answer: C
Explanation:
Live migration transfers VM runtime state over migration network traffic.
NEW QUESTION # 51
Which backup concern is most important for the OLVM Engine?
- A. Backing up only VNC port numbers from memory.
- B. Backing up only browser bookmarks.
- C. Backing up Engine configuration and database content so management can be restored after failure.
- D. Backing up guest wallpaper files only.
Answer: C
Explanation:
Engine backup is critical because it preserves data center, cluster, host, VM, storage, network, and permission configuration.
NEW QUESTION # 52
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