This project focuses on the development of an automotive software platform based on Software-Defined Vehicles (SDV) that integrates AI frameworks for high-speed processing, while meeting the requirements of limited in-vehicle resources and ensuring reliability. Specifically, this project involves the design of a data lake and MLOps for the integration between vehicles and the cloud.
- High-speed AI Processing for SDV: Development of an SDV-specific software platform capable of handling high-speed AI processing, designed to meet the unique constraints and reliability requirements of in-vehicle environments.
- CI/CD for SDV Applications: Support for Continuous Integration (CI) and Continuous Deployment (CD) for SDV applications through an integrated software framework. This improves development efficiency by linking cloud and DevOps environments.
- Container Management: Technology for managing the deployment and execution of SDV application containers.
- Data Preprocessing and Cloud Transmission: Enables preprocessing of vehicle-generated data and ensures optimized transmission to the cloud.
- Cybersecurity for OTA and Data Transmission: Implementation of cybersecurity technologies to ensure safe Over-The-Air (OTA) updates and secure data transmission from vehicles.
- Cloud and Edge Collaboration: Technologies to support collaboration between vehicle cloud systems and edge computing resources.
- Design of a Data Lake: A framework to efficiently collect, store, and manage data generated by vehicles and transmitted to the cloud.
- MLOps for SDV: The design of MLOps practices to streamline the deployment, monitoring, and updating of machine learning models across the vehicle-cloud ecosystem.
TBD
HL Mando SW Campus SW Beacon Lab M2MCx
- Jangwoo Nam, Part Leader of M2MCx / jw.nam@hlcompany.com
- Sungmo Ku, Senior Researcher of M2MCx / sungmo.ku@hlcompany.com
- Dalho Cho, Senior Researcher of M2MCx / dalho.cho@hlcompany.com
- Moonkwan Jo, Senior Researcher of M2MCx / moonkwan.jo@hlcompany.com
- Jaegyu Lee, Senior Researcher of M2MCx / jaegyu.lee@hlcompany.com
- Changkyun Choi, Researcher of M2MCx / changkyun.choi@hlcompany.com
- Susie Choi, Researcher of M2MCx / susie.choi@hlcompany.com
- Suyeon Lee, Researcher of M2MCx / suyeon1.lee@hlcompany.com
TBD
This project is licensed under the Apache License 2.0 - see the LICENSE file for details