@inproceedings{toschi:hal-03770538, TITLE = {{Characterizing Perception Module Performance and Robustness in Production-Scale Autonomous Driving System}}, AUTHOR = {Toschi, Alessandro and Sanic, Mustafa and Leng, Jingwen and Chen, Quan and Wang, Chunlin and Guo, Minyi}, URL = {https://inria.hal.science/hal-03770538}, NOTE = {Part 6: Emerging Topics}, BOOKTITLE = {{16th IFIP International Conference on Network and Parallel Computing (NPC)}}, ADDRESS = {Hohhot, China}, EDITOR = {Xiaoxin Tang and Quan Chen and Pradip Bose and Weiming Zheng and Jean-Luc Gaudiot}, PUBLISHER = {{Springer International Publishing}}, SERIES = {Network and Parallel Computing}, VOLUME = {LNCS-11783}, PAGES = {235-247}, YEAR = {2019}, MONTH = Aug, DOI = {10.1007/978-3-030-30709-7\_19}, KEYWORDS = {Autonomous driving ; Robustness analysis ; Performance profiling ; Deep neural networks}, PDF = {https://inria.hal.science/hal-03770538/file/486810_1_En_19_Chapter.pdf}, HAL_ID = {hal-03770538}, HAL_VERSION = {v1}, }