4 papers
SECOE: Alleviating Sensors Failure in Machine Learning-Coupled IoT Systems
Yousef AlShehri, Lakshmish Ramaswamy
Machine learning (ML) applications continue to revolutionize many domains. In recent years, there has been considerable research interest in building novel ML applications for a va…
AI Multi-Tenancy on Edge: Concurrent Deep Learning Model Executions and Dynamic Model Placements on Edge Devices
Piyush Subedi, Jianwei Hao, In Kee Kim +1
Many real-world applications are widely adopting the edge computing paradigm due to its low latency and better privacy protection. With notable success in AI and deep learning (DL)…
Spatio-Temporal Coverage Enhancement in Drive-By Sensing Through Utility-Aware Mobile Agent Selection
Navid Hashemi Tonekaboni, Lakshmish Ramaswamy, Deepak Mishra +1
In recent years, the drive-by sensing paradigm has become increasingly popular for cost-effective monitoring of urban areas. Drive-by sensing is a form of crowdsensing wherein sens…
Intelligent Infrastructure for Smart Agriculture: An Integrated Food, Energy and Water System
Shashi Shekhar, Joe Colletti, Francisco Muñoz-Arriola +4
Agriculture provides economic opportunity through innovation; helps rural America to thrive; promotes agricultural production that better nourishes Americans; and aims to preserve…