SCCM: Stream cruise control method for automated drift detection and adaptation
The Stream Cruise Control Method (SCCM) is presented, a comprehensive framework for drift detection and adaptation in online regression and adopts an in-memory design for real-time adaptability, unlike purely reactive methods that typically activate adaptation only after performance degradation is observed.
Mohammad Abu-Shaira, Wei-Shi Shi
· Information Sciences · 0 citations