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Career

· Research Intern, Microsoft Research2019–2019
· Graduate Student Researcher, Berkeley RISE Lab2018–2023
· Undergraduate Teaching Assistant, IIIT Delhi2015–2015
· Research Fellow, Microsoft Research2015–2018
· Software Development Engineer - Intern, Microsoft2014–2014

Publications (15)

Gandiva: Introspective Cluster Scheduling for Deep Learning
USENIX Symposium on Operating Systems Design and Implementation · 2018
536
cited
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
Symposium on Networked Systems Design and Implementation · 2020
203
cited
SkyPilot: An Intercloud Broker for Sky Computing
Symposium on Networked Systems Design and Implementation · 2023
99
cited
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline
ACM Symposium on Cloud Computing · 2019
49
cited
Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback
USENIX Symposium on Operating Systems Design and Implementation · 2023
36
cited
RubberBand: cloud-based hyperparameter tuning
European Conference on Computer Systems · 2021
28
cited
This paper is included in the Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation.
28
cited
SkyServe: Serving AI Models across Regions and Clouds with Spot Instances
European Conference on Computer Systems · 2024
21
cited
ESCHER: expressive scheduling with ephemeral resources
ACM Symposium on Cloud Computing · 2022
7
cited
Starburst: A Cost-aware Scheduler for Hybrid Cloud
USENIX Annual Technical Conference · 2024
5
cited
Autocalib: automatic traffic camera calibration at scale
2017
Harnessing social context for improved face recognition
2015
MDLFace: Memorability augmented deep learning for video face recognition
2014
Sensor-Fusion Aided Simulation of Scenarios for Autonomous Vehicles
2020
Skip-Correlation for Multi-Power Wireless Carrier Sensing
2017
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Romil Bhardwaj | Researcher Profile | Sotabase | Sotabase