arxivcs.LG2026-07-14
Lightweight Multi-Scale Anomaly Detection for Resource-Constrained Edge Devices
Raheen Junaid Wani, Smruti R. Sarangi
Time-series anomaly detection is increasingly important in IoT systems, sensor networks, and edge monitoring applications, where models must operate under strict constraints on memory, latency, and power consumption. While recent deep-learning approaches have improved detection a…