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Workloads

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Workload shapes

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Enterprise data feeds

• Data lake: Parquet, Avro, JSONL, VCF, FASTA, DICOM or image assets.
• Feature pipeline: Spark, Dataflow, Databricks, BigQuery, Snowflake or Python.
• QCOS payload: circuits, parameters, QUBO/Hamiltonian, backend and budget metadata.
• Result sink: API response, object storage, warehouse table or evidence bundle.

{
  "dataset_uri": "gs://company-genomics/features/run-042.parquet",
  "algorithm": "quantum_kernel_gene_similarity",
  "backend_id": "simulator_aer",
  "shots": 4096,
  "encoding": "angle_encoding",
  "metadata": {
    "project": "gene-similarity",
    "run_id": "run-042"
  }
}