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| Section | Objectives |
|---|
| 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. Pre-training workflow
- 2. Fine-tuning methods
|
| 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
|
| 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
|
| 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 application lifecycle
- 2. AI development principles
|
| Model Migration, Operator Development, and Optimization | - Model migration to Huawei AI platforms
- 1. Framework migration and adaptation
- 2. Ascend compatibility and conversion
- Operator development and performance tuning
- 1. Operator implementation basics
- 2. Performance profiling and optimization
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q173-Q178):
NEW QUESTION # 173
An administrator sees repeated host communication failures in the OLVM dashboard. Which first diagnostic combination is most appropriate?
- A. Convert all VMs to templates
- B. Only rename the engine FQDN immediately
- C. Review engine.log on the manager and vdsm.log on the affected host
- D. Disable all quotas
Answer: C
Explanation:
Host communication problems are best investigated from both management and host perspectives using engine.log and vdsm.log.
NEW QUESTION # 174
What is the role of multipathing with iSCSI storage in OLVM?
- A. Replace logical networks
- B. Provide redundant paths and improved resilience to storage targets
- C. Disable shared storage access
- D. Convert thin disks into ISO files
Answer: B
Explanation:
Multipathing is used with block storage to maintain multiple routes to the storage target.
NEW QUESTION # 175
Which statement best describes the relationship between HA and disaster recovery?
- A. HA is only for user password recovery
- B. HA fully replaces disaster recovery
- C. HA handles local restart after host failure, while DR addresses broader site or management recovery scenarios
- D. DR is only a console protocol
Answer: C
Explanation:
High Availability improves local workload resilience, while disaster recovery planning covers larger failures such as site loss or engine recovery.
NEW QUESTION # 176
Which OLVM feature helps create new virtual machines from a standardized baseline?
- A. Syslog forwarding
- B. SPM election
- C. Template
- D. Host fencing only
Answer: C
Explanation:
Templates help standardize VM deployment by preserving a configured operating system and settings baseline.
NEW QUESTION # 177
What should be included in a strong OLVM backup strategy besides creating engine-backup files?
- A. Securely storing backups off the engine host and testing restore procedures
- B. Keeping backups only on the same failed disk
- C. Never documenting engine FQDN or version details
- D. Disabling all logs to save space
Answer: A
Explanation:
A reliable backup strategy includes off-host storage, version awareness, documentation, and periodic restore validation.
NEW QUESTION # 178
......
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