2 results found

Venkat Alamuri

Dynamic data distributions, system failures, and low-latency, cost-effective processing are becoming more of a challenge to modern real-time data pipelines. Current streaming architectures are based o...

Research Square 2026-04-21 rs-9455617
Self-healing data pipelines Reinforcement learning Stream processing Cost-aware optimization Real-time validation Adaptive systems Anomaly detection

Jecha Jecha, Chimaobi Charles Igwean, Anum Banaras

Help-seeking is a central self-regulated learning (SRL) process; however, generic scaffolds often misalign with learners’ heterogeneous needs. This systematic review addresses the lack of consolidated...

Research Square 2026-04-21 rs-9471902
Generative artificial intelligence Adaptive learning systems Help-seeking scaffolds Self-regulated learning Personalised feedback
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