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| Section | Objectives |
|---|
| 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
|
| Model Inference, Deployment, and Application | - Application integration and validation
- 1. Testing, verification, and release
- 2. Application scenario integration
- Inference and service deployment
- 1. Model inference workflow
- 2. Cloud, edge, and device deployment
|
| 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
|
| Data Preparation and Governance | - Data labeling and quality management
- 1. Dataset quality control
- 2. Annotation methods and standards
- Data collection and preprocessing
- 1. Data ingestion and cleaning
- 2. Feature preparation and transformation
|
| AI Foundations and Huawei AI Ecosystem | - Artificial intelligence concepts and development workflow
- 1. AI application lifecycle
- 2. AI development principles
- Huawei AI strategy and platforms
- 1. Huawei full-stack AI strategy
- 2. MindSpore, ModelArts, and Atlas ecosystem
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q164-Q169):
NEW QUESTION # 164
Which statement best describes the relationship between OLVM and KVM?
- A. KVM is a reporting dashboard inside the VM Portal only.
- B. OLVM centrally manages environments where KVM provides the underlying virtualization capability on hosts.
- C. KVM stores only user passwords for the Engine.
- D. OLVM replaces the need for any Linux kernel modules.
Answer: B
Explanation:
KVM runs the VMs on Oracle Linux hosts, while OLVM provides centralized management.
NEW QUESTION # 165
During OLVM recovery, why is DNS consistency important when restoring or renaming the engine?
- A. DNS automatically repairs corrupted databases
- B. Hosts and clients rely on the engine FQDN resolving correctly
- C. DNS controls only VM disk size
- D. DNS replaces engine-backup
Answer: B
Explanation:
Correct FQDN and DNS resolution are critical because OLVM components trust and communicate with the engine by its identity.
NEW QUESTION # 166
Why should host networking be planned before adding hosts to OLVM?
- A. It allows PostgreSQL to run without disks.
- B. Only guest wallpaper traffic uses networking.
- C. Management, migration, storage, and VM networks may require distinct connectivity and configuration.
- D. OLVM does not support network changes after installation in any form.
Answer: C
Explanation:
OLVM environments depend on correctly configured management and data networks.
NEW QUESTION # 167
What is the main purpose of a cluster in OLVM?
- A. To replace the Engine database.
- B. To store only email notification templates.
- C. To group hosts with shared compatibility, scheduling, migration, and policy settings.
- D. To act as a single guest operating system image.
Answer: C
Explanation:
Clusters provide a boundary for CPU compatibility, host grouping, scheduling, and migration behavior.
NEW QUESTION # 168
Which VM disk type requires careful monitoring to avoid storage overcommitment?
- A. Thin-provisioned disk
- B. Physical keyboard device
- C. Read-only ISO media only
- D. Preallocated disk only
Answer: A
Explanation:
Thin provisioning saves space initially but can create risk if many disks grow beyond available capacity.
NEW QUESTION # 169
......
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