2 papers
cs.DC2026
From GPU to Microcontroller: Online Ridge Regression for Edge-Deployable Traffic Prediction
Suresh Purini, Archit Narwadkar, Deepak Gangadharan
State-of-the-art traffic flow forecasting models, including Graph Convolutional Networks and graph-less MLPs, require centralized GPU training across all sensors, making them impra…
cs.AR2025
ArchXBench: A Complex Digital Systems Benchmark Suite for LLM Driven RTL Synthesis
Suresh Purini, Siddhant Garg, Mudit Gaur +3
Modern SoC datapaths include deeply pipelined, domain-specific accelerators, but their RTL implementation and verification are still mostly done by hand. While large language model…