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  1. Complexity: Managing various vendor implementations is difficult.

  2. Cost: Semantic model processing is expensive, and costs are borne by the cloud vendor.

  3. Time: Relying on Hadoop cluster resources extends the analysis time with Kyvos.

By implementing Kyvos native warehouse technologies for semantic model processing, these challenges can be mitigated.

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