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| Section | Objectives |
|---|
| Topic 1: Data Preparation and Governance | - Data collection and preprocessing
- 1. Feature preparation and transformation
- 2. Data ingestion and cleaning
- Data labeling and quality management
- 1. Dataset quality control
- 2. Annotation methods and standards
|
| Topic 2: 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
|
| Topic 3: Model Development and Training | - Pre-training and fine-tuning
- 1. Fine-tuning methods
- 2. Pre-training workflow
- Model architecture and training basics
- 1. Model construction concepts
- 2. Training objectives and loss functions
|
| Topic 4: 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
|
| Topic 5: Model Inference, Deployment, and Application | - Application integration and validation
- 1. Testing, verification, and release
- 2. Application scenario integration
- Inference and service deployment
- 1. Cloud, edge, and device deployment
- 2. Model inference workflow
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q57-Q62):
NEW QUESTION # 57
Which item is a reasonable minimum planning concern for OLVM Engine installation?
- A. Only whether a VM has a screensaver.
- B. CPU, memory, local disk, network connectivity, and supported OS baseline.
- C. Only the color theme of the web portal.
- D. Only the number of desktop icons.
Answer: B
Explanation:
Engine installation requires appropriate hardware, OS, repositories, network, firewall, DNS, and time synchronization planning.
NEW QUESTION # 58
Which operation best describes safe hot-add of a vNIC?
- A. Changing the data center name while the VM runs
- B. Restoring the engine database while the VM runs
- C. Adding a network interface to a running VM when platform and guest support permit it
- D. Deleting the host power management device
Answer: C
Explanation:
Hot-plugging a vNIC can reduce downtime by adding network connectivity to a running VM when supported.
NEW QUESTION # 59
What is a preallocated virtual disk?
- A. A disk that grows only as data is written
- B. A disk used only for ISO images
- C. A thick disk that reserves the full requested size at creation
- D. A temporary console-only disk
Answer: C
Explanation:
Preallocated or thick disks reserve the full disk capacity upfront.
NEW QUESTION # 60
Which component is commonly responsible for Engine-to-host management communication in OLVM environments?
- A. VDSM
- B. Chronyd
- C. Postfix
- D. GRUB
Answer: A
Explanation:
VDSM is the host-side management service used by oVirt/OLVM to control virtualization operations on KVM hosts.
NEW QUESTION # 61
What is a typical reason to configure NTP or chrony on OLVM Engine and hosts?
- A. To increase VM disk size automatically.
- B. To disable host CPU virtualization.
- C. To keep system time synchronized across infrastructure components.
- D. To convert SPICE to SSH.
Answer: C
Explanation:
Accurate time is important for authentication, certificates, event logs, and distributed system behavior.
NEW QUESTION # 62
......
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