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Oracle 1Z1-1170 Exam Syllabus Topics:

Section	Objectives
Topic 1: 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
Topic 2: 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. Performance profiling and optimization 2. Operator implementation basics
Topic 3: Model Development and Training	- Pre-training and fine-tuning 1. Pre-training workflow 2. Fine-tuning methods - Model architecture and training basics 1. Model construction concepts 2. Training objectives and loss functions
Topic 4: Data Preparation and Governance	- Data labeling and quality management 1. Annotation methods and standards 2. Dataset quality control - Data collection and preprocessing 1. Data ingestion and cleaning 2. Feature preparation and transformation
Topic 5: 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

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Oracle Linux Virtualization Manager Associate Sample Questions (Q42-Q47):

NEW QUESTION # 42
Which statement about VM live migration is most accurate?

A. It moves a running VM between compatible hosts, usually requiring proper shared storage and networking.
B. It can occur only when the Engine database is deleted.
C. It always works without network connectivity.
D. It requires every VM to be converted to an ISO file first.

Answer: A

Explanation:
Live migration allows workload movement with minimal downtime when hosts, storage, and network conditions support it.

NEW QUESTION # 43
Which CPU feature is generally important for KVM virtualization?

A. A printer controller only.
B. A disabled MMU.
C. Hardware virtualization support such as Intel VT-x or AMD-V.
D. A sound card driver only.

Answer: C

Explanation:
KVM relies on hardware virtualization support from the processor for efficient guest execution.

NEW QUESTION # 44
Why should host networking be planned before adding hosts to OLVM?

A. OLVM does not support network changes after installation in any form.
B. It allows PostgreSQL to run without disks.
C. Management, migration, storage, and VM networks may require distinct connectivity and configuration.
D. Only guest wallpaper traffic uses networking.

Answer: C

Explanation:
OLVM environments depend on correctly configured management and data networks.

NEW QUESTION # 45
What is the main purpose of integrating OLVM with external directory services such as Active Directory, FreeIPA, or OpenLDAP?

A. To centralize authentication and group-based access control
B. To replace all hypervisor storage domains
C. To migrate VM disks between storage domains
D. To disable role-based access control

Answer: A

Explanation:
Directory integration lets OLVM use enterprise user and group identities instead of relying only on local internal accounts.

NEW QUESTION # 46
Which log file is most relevant for troubleshooting hypervisor agent communication and host-side virtualization actions?

A. /var/log/vdsm/vdsm.log
B. /root/anaconda-ks.cfg
C. /etc/exports
D. /var/log/ovirt-engine/engine.log

Answer: A

Explanation:
Host-side virtualization operations are commonly diagnosed through /var/log/vdsm/vdsm.log on compute nodes.

NEW QUESTION # 47
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