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Complexity: Managing various vendor implementations is difficult.
Cost: Semantic model processing is expensive, and costs are borne by the cloud vendor.
Time: Relying on Hadoop cluster resources extends the analysis time with Kyvos.
With this Kyvos Modern Architecture, users can process semantic model through one of following compute engines and the challenges can be mitigated.
Query Engine (existing)
Kubernetes (applicable only for new deployments)
With the Kyvos Modern Architecture, users can process the semantic model using one of the following compute engines, which helps mitigate challenges:
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