Scanflow: MLOps Framework
Publications: Expert Systems With Applications (IF: 8.665) - Scanflow-K8s, IEEE CCGrid 2022 - ACM Middleware 2021 (demo) Production-grade MLOps framework for ML workflow management, debugging, and reliability. Scanflow has inspired multiple projects including Scanflow-K8s, CAMA, and KC-Agent.
- Selected for integration into Lenovo's enterprise AI platform
- Published in top-tier journal Expert Systems With Applications (Impact Factor: 8.665)
- Scanflow-K8s brings autonomic supervision of ML workflows to Kubernetes clusters
- Framework foundation for multiple derivative projects