Firas Abuzaid

Matei Zaharia’s research group

Projects

NoScope
A system for querying videos at scale using neural networks and for accelerating neural network inference by over 1000× by exploiting model specialization and dynamic cascades.

Contact

Publications

Kang, D., Emmons, J., Abuzaid, F., Bailis, P., & Zaharia, M. (2017). NoScope: optimizing neural network queries over video at scale. Proceedings of the VLDB Endowment, 10(11), 1586–1597. https://doi.org/10.14778/3137628.3137664