2025-11-27-Gate4SPICE Event "Data Management System; Data Quality Assurance; ML Data Collection, Processing and Monitoring" - ONLINE[EN]

From 27.11.2025 09:00 until 27.11.2025 17:15

At Online, CET (UTC+2)

Posted by G4S Editor

Categories: G4S Events, Online

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Brief description

Feedback from experiences in the application of Automotive SPICE 4.0 to projects dealing with ML technologies are still quite limited and, despite the on-going training campaign, several open issues and gray areas still exist for practitioners. One of the most challenging are-as of the application of Automotive SPICE 4.0 for ML is the Data Management and its integra-tion with the other processes of the PRM.
After a general introduction to ensure that all participants are aligned on the core aspects of the ML processes of the PRM, an overview of the existing related reference standards, and a brief dissertation of the relationships between SUP.11 and Data Management SPICE are pro-vided.


Organization

Agenda

ASPICE 4.0 SUP.11 vs. Data Manage-ment SPICE: a comparative analysis

 Start End Topic Owner
09:00 09:45 Welcome and introduction of the Gate for SPICE F. Bella
09:45 10:15 Overview of ASPICE 4.0 MLE Processes G. Lami
10:15 10:45 Existing reference standards for ML C.Donzella
10:45 11:15 ASPICE 4.0 SUP.11 vs. Data Management SPICE: a comparative analysis F. Bella
11:15 11:30 Break  
11:30 13:00 Introduction of topics for working groups C. Donzella (topic: Data Management System + Traceability and Consistency of Data – issues in configuration and traceability of large datasets as compared to tradition SW development) – 30 minutes
G. Lami (topic: Data Quality Assurance – issues in developing and deploying a Data Quality Assurance Approach) – 30 minutes
G. Nicosia (topic: ML Data Collection and Processing – issues in adoption of ODD-compliant scenarios and monitoring of raw data) – 30 minutes
13:00 14:00 Lunch break  
    Working Groups (parallel sessions)  
15:15 16:15 Presentation of results (20 minutes for each group)  
16:15 16:30 Break   
16:30 17:00 Plenary discussion  
17:00 17:15 Closure  

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