Guide-yakabatana mibvunzo · Pakati Nhanho

Kubeflow uye ML Pipeline Orchestration Quiz

Edzai Kubeflow pombi zvikamu, KFP v2 kuunganidzwa, uye caching sarudzo, kusanganisira kutsamira magirafu anoronga sei Kubernetes basa rekuita.

Nzira dzekutungamira dzinoenderanaKubeflow Uye ML Pipeline Orchestration
Mubvunzo 1 ye 8

Ndeipi iri pasi pepuratifomu iyo Kubeflow inomhanyisa muchina kudzidza workflows pa?

Tarisa mubvunzo wese8 mibvunzo

Mhinduro uye tsananguro zvinoonekwa paunenge uchitora bvunzo.

  1. Ndeipi iri pasi pepuratifomu iyo Kubeflow inomhanyisa muchina kudzidza workflows pa?
    • Apache Hadoop
    • A bare-metal Slurm cluster
    • Kubernetes
    • Muchina mumwe chete chaiwo
  2. MuKubeflow Pipelines, nhanho imwe neimwe yekufambiswa kwebasa inowanzoiswa sei?
    • Sechikamu chemugaba chinomhanya mupodhi
    • Senzira yakachengetwa mudhatabhesi
    • Sebasa risina server pane CDN
    • Seimwe monolithic script
  3. Ndechipi chimiro chinoshandiswa nepombi yeKubeflow kuratidza kurongeka uye kutsamira kwematanho?
    • Runyoro rwakatsetseka rwakaitwa kubva kumusoro kusvika pasi
    • A denderedzwa chiitiko loop
    • Schema yehukama
    • A directed acyclic graph (DAG)
  4. Ndeipi Kubeflow chikamu chakatsaurirwa kune otomatiki hyperparameter tuning?
    • KServe
    • Katib
    • MiniIO
    • Argo
  5. With KFP caching enabled, why might a rerun reuse a previous component result?
    • A matching eligible execution already has cached outputs
    • KFP never executes a component more than once
    • KFP ignores every input change
    • KFP randomly chooses which pods to skip
  6. Ndeipi Kubeflow chikamu chinonyanya kushandiswa kushandira akadzidziswa mamodheru ekufungidzira?
    • Katib
    • Notebook servers
    • Argo CD
    • KServe
  7. A team adopts KFP v2. What does the normal compiler output represent?
    • A trained model checkpoint
    • A PipelineSpec serialized as Intermediate Representation YAML
    • A universal Argo Workflows specification for every KFP version
    • A SQL query plan for the artifact database
  8. A Kubeflow step reads a file overwritten at an unchanged URI. Why might its cache need to be disabled or the input version changed?
    • Kubernetes forbids external files
    • Every pipeline input is automatically content-hashed
    • The tracked input can stay the same while the file’s contents change
    • Caching always reruns components on every request