NCA NVIDIA Software Stack & Developer Tools 3

Question 1

What does the NVIDIA Management Library (NVML) provide to developers?

Accepted Answer

A C-based API for programmatic monitoring and management of NVIDIA GPU devices

Answer

NVML is a C API that exposes GPU telemetry (utilization, memory, temperature, power) and management functions (clock settings, ECC mode, etc.), and is the underlying library used by nvidia-smi.

Question 2

Which NVIDIA library is specifically designed for generating pseudorandom and quasirandom number sequences directly on the GPU?

Accepted Answer

cuRAND

Answer

cuRAND provides GPU-accelerated random number generation using multiple algorithms (XORWOW, MRG32k3a, Sobol, etc.), enabling Monte Carlo simulations and stochastic training methods at high throughput.

Question 3

What is NVIDIA Base Command Platform primarily designed for?

Accepted Answer

Orchestrating and managing large-scale AI training workloads across GPU clusters

Answer

NVIDIA Base Command Platform is an AI infrastructure management platform that enables teams to schedule, monitor, and optimize large-scale AI training jobs across on-premises GPU clusters.

Question 4

Which NVIDIA library provides GPU-accelerated solvers for dense and sparse linear systems, eigenvalue problems, and matrix factorizations?

Accepted Answer

cuSolver

Answer

cuSolver is a high-level library built on cuBLAS and cuSPARSE that provides GPU-accelerated direct solvers (LU, QR, Cholesky) and eigenvalue routines for both dense and sparse linear systems.

Question 5

What is NVIDIA Fleet Command used for?

Accepted Answer

A cloud-based platform for remotely deploying and managing AI applications on edge and data center infrastructure

Answer

NVIDIA Fleet Command is a cloud service that allows organizations to deploy, update, and monitor NVIDIA-powered AI applications across distributed edge and data center locations from a single console.

(NCA) NVIDIA-Certified Associate Practice Test

(NCA) NVIDIA-Certified Associate Practice Test

NCA NVIDIA Software Stack & Developer Tools 3