Romil Bhardwaj

According to our database, Romil Bhardwaj authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Starburst: A Cost-aware Scheduler for Hybrid Cloud.

Michael Luo, Siyuan Zhuang, Suryaprakash Vengadesan, Romil Bhardwaj, Justin Chang, Eric J. Friedman, Scott Shenker, Ion Stoica

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

2023

Efficient Resource Management for Machine Learning

Romil Bhardwaj

PhD thesis, 2023

Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback.

Romil Bhardwaj, Kirthevasan Kandasamy, Asim Biswal, Wenshuo Guo, Benjamin Hindman, Joseph Gonzalez, Michael I. Jordan, Ion Stoica

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

SkyPilot: An Intercloud Broker for Sky Computing.

Zongheng Yang, Zhanghao Wu, Michael Luo, Wei-Lin Chiang, Romil Bhardwaj, Woosuk Kwon, Siyuan Zhuang, Frank Sifei Luan, Gautam Mittal, Scott Shenker, Ion Stoica

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers.

Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, Ion Stoica

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

ESCHER: expressive scheduling with ephemeral resources.

Romil Bhardwaj, Alexey Tumanov, Stephanie Wang, Richard Liaw, Philipp Moritz, Robert Nishihara, Ion Stoica

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021

RubberBand: cloud-based hyperparameter tuning.

Ujval Misra, Richard Liaw, Lisa Dunlap, Romil Bhardwaj, Kirthevasan Kandasamy, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

2019

HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline.

Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018

AutoCalib: Automatic Traffic Camera Calibration at Scale.

Romil Bhardwaj, Gopi Krishna Tummala, Ganesan Ramalingam, Ramachandran Ramjee, Prasun Sinha

ACM Trans. Sens. Networks, 2018

Gandiva: Introspective Cluster Scheduling for Deep Learning.

Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2017

Skip-Correlation for Multi-Power Wireless Carrier Sensing.

Romil Bhardwaj, Krishna Chintalapudi, Ramachandran Ramjee

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

2015

Harnessing social context for improved face recognition.

Romil Bhardwaj, Gaurav Goswami, Richa Singh, Mayank Vatsa

Proceedings of the International Conference on Biometrics, 2015

2014

MDLFace: Memorability augmented deep learning for video face recognition.

Gaurav Goswami, Romil Bhardwaj, Richa Singh, Mayank Vatsa

Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014