최신NVIDIA-Certified Associate AI Infrastructure and Operations - NCA-AIIO무료샘플문제

A. Slurm provides a robust job scheduling system that optimizes the allocation of computational resources.

B. Slurm automatically writes and optimizes code for HPC applications to ensure the best performance.

C. Slurm provides an orchestration tool to compile drivers and libraries in an HPC environment.

D. Slurm increases the clock speed of CPUs in HPC clusters to improve computational performance.

A. Resource reservation and usage monitoring in the workload manager.

B. Increase cluster node count automatically.

C. Deploy and monitor containers to boost GPU memory.

A. 7

B. 8

C. 4

A. CUML

B. CUGRAPH

C. CUDA

A. Jetson

B. RTX

C. DGX

A. Training requires high compute power for parameter optimization; inference prioritizes low latency.

B. Inference workloads cannot utilize GPU acceleration; training requires GPU acceleration for efficiency.

C. Inference requires deployment on multiple GPUs; training requires fewer GPUs for operation.

D. Training uses dedicated DPU resources for optimization; inference uses CPU resources for predictions.

A. Processing speed, storage capacity, and network connectivity.

B. Power, cooling, and physical space.

C. Bandwidth, security, and redundancy.