@inproceedings {288784, author = {Haoran Qiu and Weichao Mao and Chen Wang and Hubertus Franke and Alaa Youssef and Zbigniew T. Kalbarczyk and Tamer Ba{\c s}ar and Ravishankar K. Iyer}, title = {{AWARE}: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems}, booktitle = {2023 USENIX Annual Technical Conference (USENIX ATC 23)}, year = {2023}, isbn = {978-1-939133-35-9}, address = {Boston, MA}, pages = {387--402}, url = {https://www.usenix.org/conference/atc23/presentation/qiu-haoran}, publisher = {USENIX Association}, month = jul } @inproceedings {258914, author = {Haoran Qiu and Subho S. Banerjee and Saurabh Jha and Zbigniew T. Kalbarczyk and Ravishankar K. Iyer}, title = {{FIRM}: An Intelligent Fine-grained Resource Management Framework for {SLO-Oriented} Microservices}, booktitle = {14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20)}, year = {2020}, isbn = {978-1-939133-19-9}, pages = {805--825}, url = {https://www.usenix.org/conference/osdi20/presentation/qiu}, publisher = {USENIX Association}, month = nov } @inproceedings {227613, author = {Phuong M. Cao and Yuming Wu and Subho S. Banerjee and Justin Azoff and Alex Withers and Zbigniew T. Kalbarczyk and Ravishankar K. Iyer}, title = {{CAUDIT}: Continuous Auditing of {SSH} Servers To Mitigate {Brute-Force} Attacks}, booktitle = {16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19)}, year = {2019}, isbn = {978-1-931971-49-2}, address = {Boston, MA}, pages = {667--682}, url = {https://www.usenix.org/conference/nsdi19/presentation/cao}, publisher = {USENIX Association}, month = feb } @inproceedings {242054, author = {Keywhan Chung and Xiao Li and Peicheng Tang and Zeran Zhu and Zbigniew T. Kalbarczyk and Ravishankar K. Iyer and Thenkurussi Kesavadas}, title = {Smart Malware that Uses Leaked Control Data of Robotic Applications: The Case of {Raven-II} Surgical Robots}, booktitle = {22nd International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2019)}, year = {2019}, isbn = {978-1-939133-07-6}, address = {Chaoyang District, Beijing}, pages = {337--351}, url = {https://www.usenix.org/conference/raid2019/presentation/chung}, publisher = {USENIX Association}, month = sep } @inproceedings {191958, author = {Gary Wang and Zachary J. Estrada and Cuong Pham and Zbigniew Kalbarczyk and Ravishankar K. Iyer}, title = {Hypervisor Introspection: A Technique for Evading Passive Virtual Machine Monitoring}, booktitle = {9th USENIX Workshop on Offensive Technologies (WOOT 15)}, year = {2015}, address = {Washington, D.C.}, url = {https://www.usenix.org/conference/woot15/workshop-program/presentation/wang}, publisher = {USENIX Association}, month = aug }