Applies to:
Kyvos Enterprise Kyvos Azure Marketplace
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Applies to: 
Kyvos Enterprise Kyvos Cloud (SaaS on AWS) Kyvos AWS Marketplace
Kyvos Azure Marketplace Kyvos GCP Marketplace Kyvos Single Node Installation (Kyvos SNI)
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The following figure shows a high-level workflow of everyday user tasks and how data flows through Kyvos.
Kyvos user roles and workflows
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A person may have more than one of these roles.
Administrator
Creates connections to data and Query Engines
Registers sources such as Hadoop, SQL, other files or tables for use with Kyvos
Manages users and Roles, security, and permissions
Monitors Kyvos performance
Imports and exports Kyvos data
May apply some transformation logic to the data
Designer
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Uses formulas, filters, and other transformation tools to
do precalculationsdo precalculations on that data–to speed up subsequent analysis and highlight the important data
Optionally, creates relationships within the data and between different data sources. For example, defining a relationship between a field in one file with an associated field in another file
Designs and builds semantic models for multidimensional analysis
Business User
Creates workbooks and worksheets
Creates
interactive dashboardsDashboards, charts, filters data
Slices and dices into the data to develop insights
Exports
chartCharts data to share with others
Uses Kyvos data with external analysis tools
Why create transformation and semantic models
Why do I need to create transformation and semantic models?
Big data often comes from a variety of sources, and you need to organize it in some way so you can work with it effectively.
Semantic models allow you to quickly and efficiently work with big data. Datasets enable you to transform the data before you use it. For example, you can group and filter data, pre-calculate aggregations of data, and hide data that is part of the source file but that you are not going to use during data analysis. Create relationships between data from different sources so that you can use them together for analysis. You can even specify how data is formatted, such as dates and currency.
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