Scénarios Métiers

Cas d'usage réels et workflows complets

285 Scénarios trouvés
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Schema Inspection of High-Volume Sensor Data Without Loading

Contexte :
An industrial plant generates massive CSV logs from IoT sensors stored in a data lake. The Data Engineer needs to inspect the schema of a new daily log file ('sensor_log_big.csv') to map the column...
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Auditing Complex Column Names and Computed Variables in Financial Reports

Contexte :
A financial compliance team is auditing a dataset containing special characters in column names and on-the-fly computed variables. They need to ensure that the SAS Viya environment correctly identi...
optNetwork clique

High-Volume Social Community Detection (Performance)

Contexte :
A social media platform wants to identify tight-knit communities within their user base to target specific group advertisements. Due to the large volume of data, the marketing team needs to find on...
optNetwork clique

Weighted Protein Complex Identification (Edge Case)

Contexte :
In bioinformatics, researchers are analyzing a protein-protein interaction network where each link has a 'confidence score' (weight). They need to identify functional modules (cliques) but only tho...
optNetwork clique

Collusion Detection in Banking Transactions

Contexte :
A retail bank has detected suspicious activity where multiple accounts share common identifiers (IP addresses, device IDs) in a way that suggests a 'fraud ring'. The fraud department needs to ident...