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Subhasis Banerjee

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#software testing Dataset Open access Oct 2026

Dataset and Codebase for Resilient Edge: Deploying and Measuring Real-Time Network Fault Diagnosis on Resource-Constrained Embedded Systems

Dataset and codebase for "Resilient Edge" — an on-device network fault classifier that separates Baseline operation, Network Congestion, and Distance attenuation on an ESP32 microcontroller using RSSI and latency. The deployed model is a depth-two decision rule over those two features. Seven models were ported to C and...

Haranath Rakshit, Subhasis Banerjee · 0 citations
#edge computing Dataset Open access Sep 2026

Experimental Telemetry Dataset and Codebase for TinyOLAF: A Closed-Loop Framework for Autonomous Anomaly Detection, Diagnosis and Self-Healing in Intelligent Edge IoT

This version introduces the expanded physical testbed dataset (>148,000 telemetry records across 66 independent hardware runs) executed on live ESP32 microcontroller nodes and a Raspberry Pi edge gateway. Version 5.0 validates the TinyOLAF closed-loop edge AI framework across nominal baselines, concurrent network conte...

Haranath Rakshit, Subhasis Banerjee, Avishek Nandi et al. · 0 citations

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