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Oracle 1Z0-1170 Exam Syllabus Topics:

Section	Objectives
Topic 1: Model Inference, Deployment, and Application	- Inference and service deployment 1. Model inference workflow 2. Cloud, edge, and device deployment - Application integration and validation 1. Testing, verification, and release 2. Application scenario integration
Topic 2: 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 development principles 2. AI application lifecycle
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. Training objectives and loss functions 2. Model construction concepts
Topic 4: 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 5: 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

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Oracle Linux Virtualization Manager Associate Sample Questions (Q125-Q130):

NEW QUESTION # 125
Why would an administrator associate a logical network with SR-IOV virtual functions?

A. To force all VM disks to be preallocated
B. To remove the need for host registration
C. To allow selected VM vNICs to use low-latency hardware-backed connectivity
D. To store guest installation ISOs

Answer: C

Explanation:
SR-IOV logical network association enables suitable VM interfaces to use virtual functions.

NEW QUESTION # 126
Which storage domain type is considered legacy for migration or backup-style workflows?

A. VLAN Domain
B. Data Domain
C. Export Domain
D. ISO Domain

Answer: C

Explanation:
Export Domains are legacy storage domains used for older export and migration workflows.

NEW QUESTION # 127
Which statement best describes a standalone Engine deployment?

A. The Engine runs inside each virtual machine individually.
B. The Engine is replaced by the VM Portal.
C. The OLVM Engine runs on a separate server rather than as a VM inside the managed cluster.
D. The Engine runs only as a guest VM on managed hosts.

Answer: C

Explanation:
Standalone deployment separates management from the virtualization hosts, while self-hosted Engine runs the Manager as a VM.

NEW QUESTION # 128
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. OLVM replaces the need for any Linux kernel modules.
D. KVM stores only user passwords for the Engine.

Answer: B

Explanation:
KVM runs the VMs on Oracle Linux hosts, while OLVM provides centralized management.

NEW QUESTION # 129
Why would an administrator use Virtual NUMA pinning?

A. To authenticate users through LDAP
B. To back up the PostgreSQL database
C. To align virtual CPUs and memory locality with physical NUMA topology for performance
D. To change the engine FQDN

Answer: C

Explanation:
Virtual NUMA pinning helps optimize CPU and memory locality for workloads sensitive to NUMA architecture.

NEW QUESTION # 130
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