Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge

Arthi Padmanabhan, Neil Agarwal, Anand P. Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali. Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge. In Mahesh Balakrishnan 0001, Manya Ghobadi, editors, 20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023. pages 973-994, USENIX Association, 2023. [doi]

Authors

Arthi Padmanabhan

This author has not been identified. Look up 'Arthi Padmanabhan' in Google

Neil Agarwal

This author has not been identified. Look up 'Neil Agarwal' in Google

Anand P. Iyer

This author has not been identified. Look up 'Anand P. Iyer' in Google

Ganesh Ananthanarayanan

This author has not been identified. Look up 'Ganesh Ananthanarayanan' in Google

Yuanchao Shu

This author has not been identified. Look up 'Yuanchao Shu' in Google

Nikolaos Karianakis

This author has not been identified. Look up 'Nikolaos Karianakis' in Google

Guoqing Harry Xu

This author has not been identified. Look up 'Guoqing Harry Xu' in Google

Ravi Netravali

This author has not been identified. Look up 'Ravi Netravali' in Google