2 papers
cs.AR2024
Salient Store: Enabling Smart Storage for Continuous Learning Edge Servers
Cyan Subhra Mishra, Deeksha Chaudhary, Jack Sampson +2
As continuous learning based video analytics continue to evolve, the role of efficient edge servers in efficiently managing vast and dynamic datasets is becoming increasingly cruci…
cs.LG2024
Revisiting DNN Training for Intermittently-Powered Energy-Harvesting Micro-Computers
Cyan Subhra Mishra, Deeksha Chaudhary, Jack Sampson +2
The deployment of Deep Neural Networks in energy-constrained environments, such as Energy Harvesting Wireless Sensor Networks, presents unique challenges, primarily due to the inte…