2 papers
cs.PF2026
LMS-AR: LMS Prediction-based Adaptive Regulator for Memory Bandwidth in Multicore Systems
Sudarshan Srinivasan, Deepak Gangadharan, Dip Goswami
Memory bandwidth contention in multi-core systems severely impacts application performance and quality-of-service (QoS) guarantees. Regulating the shared memory bandwidth mitigates…
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…