NYCU Wireless Multimedia Networks 2024 Fall Semester
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Jun 9, 2025 - Python
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throughput-prediction
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Revisiting Cellular Throughput Prediction over the Edge: Collaborative Multi-device, Multi-network in-situ Learning
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Jun 17, 2023 - Python
Predictive Analytics Dashboard for backend throughput forecasting using FastAPI (Python ML service) + Node.js/Express API + React dashboard, supporting Linear/Ridge regression + ARIMA/SARIMAX, confidence bands, anomaly flags, caching, logging, and scheduled retraining.
react nodejs express cron linear-regression recharts arima ridge-regression predictive-analytics anomaly-detection sarimax time-series-forecasting joblib fastapi throughput-prediction ml-dashboard
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Jan 16, 2026 - TypeScript
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