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Domain 4Objective 4

Identify Storage Architectures Used with AI Workloads (C-Series, A-Series, EF-Series, StorageGRID) CERTIFIED-AI-EXPERT Practice Questions (Page 2)

Part of the AI Hardware Architectures domain, which accounts for 18% of the CERTIFIED-AI-EXPERT exam. NetApp does not publish an official question count, but from its 90-minute exam (~35–60 total, ~6–11 in this domain), expect 1–2 from this objective — we provide 8 practice questions to prepare you well beyond it. (estimate)

8questions here
2free pages
5concepts
18%of the exam

Questions 6–8

  1. 6expert · hard

    A company is building a hybrid AI pipeline: training on a GPU cluster with a parallel file system, and inference serving that requires low-latency database lookups. They also need to archive training datasets for long-term retention. They want to minimize the number of storage vendors. Which combination of architectures is most appropriate?

    Select an answer first
  2. 7expert · hard

    A company has a legacy HPC workload that uses a parallel file system, and they are adding a new AI inference service that requires a low-latency database. They want to consolidate storage to reduce costs but cannot compromise performance. Which combination of architectures is most appropriate?

    Select an answer first
  3. 8foundation · easy

    Which NetApp storage system is an all-flash NVMe array that provides high performance for a broad range of enterprise workloads, including AI?

    Select an answer first
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