| Gandiva: Introspective cluster scheduling for deep learning W Xiao, R Bhardwaj, R Ramjee, M Sivathanu, N Kwatra, Z Han, P Patel, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018 | 600 | 2018 |
| Ekya: Continuous learning of video analytics models on edge compute servers R Bhardwaj, Z Xia, G Ananthanarayanan, J Jiang, Y Shu, N Karianakis, ... 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022 | 182 | 2022 |
| SkyPilot: An Intercloud Broker for Sky Computing Z Yang, Z Wu, M Luo, WL Chiang, R Bhardwaj, W Kwon, S Zhuang, ... 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 80 | 2023 |
| MDLFace: Memorability augmented deep learning for video face recognition G Goswami, R Bhardwaj, R Singh, M Vatsa IEEE international joint conference on biometrics, 1-7, 2014 | 78 | 2014 |
| Autocalib: Automatic traffic camera calibration at scale R Bhardwaj, GK Tummala, G Ramalingam, R Ramjee, P Sinha ACM Transactions on Sensor Networks (TOSN) 14 (3-4), 1-27, 2018 | 69 | 2018 |
| Hypersched: Dynamic resource reallocation for model development on a deadline R Liaw, R Bhardwaj, L Dunlap, Y Zou, JE Gonzalez, I Stoica, A Tumanov Proceedings of the ACM Symposium on Cloud Computing, 61-73, 2019 | 63 | 2019 |
| Rubberband: cloud-based hyperparameter tuning U Misra, R Liaw, L Dunlap, R Bhardwaj, K Kandasamy, JE Gonzalez, ... Proceedings of the Sixteenth European Conference on Computer Systems, 327-342, 2021 | 34 | 2021 |
| Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback R Bhardwaj, K Kandasamy, A Biswal, W Guo, B Hindman, J Gonzalez, ... 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2023 | 18 | 2023 |
| Automatic camera calibration G Ramalingam, R Ramjee, R Bhardwaj, GK Tummala US Patent 10,580,164, 2020 | 14 | 2020 |
| Skip-Correlation for Multi-Power Wireless Carrier Sensing R Bhardwaj, K Chintalapudi, R Ramjee 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017 | 10 | 2017 |
| ESCHER: expressive scheduling with ephemeral resources R Bhardwaj, A Tumanov, S Wang, R Liaw, P Moritz, R Nishihara, I Stoica Proceedings of the 13th Symposium on Cloud Computing, 47-62, 2022 | 6 | 2022 |
| Allocating computing resources during continuous retraining G Ananthanarayanan, SHU Yuanchao, T Hsieh, N Karianakis, P Bahl, ... US Patent 11,461,591, 2022 | 6 | 2022 |
| Harnessing social context for improved face recognition R Bhardwaj, G Goswami, R Singh, M Vatsa 2015 International Conference on Biometrics (ICB), 121-126, 2015 | 5 | 2015 |
| Skyserve: Serving ai models across regions and clouds with spot instances Z Mao, T Xia, Z Wu, WL Chiang, T Griggs, R Bhardwaj, Z Yang, S Shenker, ... arXiv preprint arXiv:2411.01438, 2024 | 1 | 2024 |
| Starburst: a cost-aware scheduler for hybrid cloud M Luo, S Zhuang, S Vengadesan, R Bhardwaj, J Chang, E Friedman, ... Proceedings of the 2024 USENIX Conference on Usenix Annual Technical …, 2024 | | 2024 |
| Allocating computing resources during continuous retraining G Ananthanarayanan, SHU Yuanchao, T Hsieh, N Karianakis, P Bahl, ... US Patent 11,860,975, 2024 | | 2024 |
| Starburst: A Cost-aware Scheduler for Hybrid Cloud M Luo, S Zhuang, S Vengadesan, R Bhardwaj, J Chang, E Friedman, ... 2024 USENIX Annual Technical Conference (USENIX ATC 24), 37-57, 2024 | | 2024 |
| Efficient Resource Management for Machine Learning R Bhardwaj UC Berkeley, 2023 | | 2023 |
| Skip-correlation based symmetric carrier sensing with multiple power levels R Ramjee, KK Chintalapudi, R Bhardwaj US Patent 10,356,719, 2019 | | 2019 |
| Sensor-Fusion Aided Simulation of Scenarios for Autonomous Vehicles R Bhardwaj, S Kalra | | |
Ion StoicaProfessor of Computer Science, UC BerkeleyEmail verificata su cs.berkeley.edu