An automated hardware-aware pipeline deploys 8-bit Transformer and LSTM models on a Spartan-7 FPGA for real-time combined sewer overflow forecasting, reporting accuracy-energy trade-offs on real data.
Climate change adaptation: Infrastructure and extreme weather,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Automated Energy-Aware Time-Series Model Deployment on Embedded FPGAs for Resilient Combined Sewer Overflow Management
An automated hardware-aware pipeline deploys 8-bit Transformer and LSTM models on a Spartan-7 FPGA for real-time combined sewer overflow forecasting, reporting accuracy-energy trade-offs on real data.