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Ketan BhardwajResearch Scientist II
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I enjoy building practical systems that address real problems and open-up new opportunities. More often I find myself asking why not rather than why? My core research interests lie in the areas of computer systems which spans from distributed-decentralized to low-level operating system support, from functional correctness to performance and finally, to systems support for security. Nowadays, these topics have come together in what is now referred to as "Edge Computing".
I co-lead edge computing research in Kernel Research Group at Georgia Tech. I decided to stay put at GT to continue my research after receiving my PhD in computer systems in December 2016. Our research has been published at top-tier systems, architecture, and security conferences, some of them are being transferred into products. Our research is supported in part by NSF, CISCO, VMWare, HP, Intel, SRC.
Recent Research Highlights
- Pocket:ML Serving from the Edge paper accepted for Eurosys 2023.
- Leo Satllite Route Charaterization paper accepted for PAM 2023.
- ShapeShifter paper appeared at SEC 2022.
- Research Grant from CISCO for Orchestration for LEO Satellite Edge Computing 2022.
- Awarded outstanding research scientist 2021.
Recent Publications
- FleXR: A System Enabling Flexibly Distributed Extended Reality
Jin Heo, Ketan Bhardwaj, Ada Gavrilovska
To appear in Proceedings of the ACM Multimedia Systems (MMSys'23)
- Pocket: ML Serving from the Edge
Misun Park, Ketan Bhardwaj, Ada Gavrilovska
To appear in Proceedings of the European Conference on Computer Systems (Eurosys'23)
- A Characterization of Route Variabilty in LEO Satellite Networks.
Vaibhav Bhosale, Ahmed Saeed, Ketan Bhardwaj, Ada Gavrilovska
Proceedings of the Passive and Active Measurement Conference (PAM'23)
- ShapeShifter: Resolving the Hidden Latency Contention Problem in MEC.
Valentin Rakovic, Ke-Jou Hsu, Ketan Bhardwaj, Ada Gavrilovska, Liljana Gavrilovska
Proceedings of the Seventh ACM/IEEE Symposium on Edge Computing (SEC'22)
- DNS Does Not Suffice for MEC-CDN
Ke-Jou Hsu, James Choncholas, Ketan Bhardwaj, Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Networks (HotNets'20)
- Toward Loosely Coupled Orchestration for the LEO Satellite Edge
Vaibhav Bhosale, Ketan Bhardwaj, Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Edge Computing (HotEdge'20)
- Toward Lighter Containers for the Edge
Misun Park, Ketan Bhardwaj, Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Edge Computing (HotEdge'20)
The goal of our research is to build practical, secure and high-performance systems. The research focus is to bridge all layers of the system stack from hardware platforms to applications specifically as it relates to edge computing.
We conduct systems research for a variety of computing platforms spanning from IoT devices to augmented reality headsets, from LEO satellites to cellular (5G), from smart phones to large-scale data centers to build systems that enable ultra-low latency and data-intensive applications. Some of the application areas include (but not limited to) from simple content delivery (caches) to deep neural network based visual analytics, from streaming app delivery to optimizing container orchestration, from use of trusted execution environments (like Intel SGX) to multi-party encryption (MPC), etc.
Papers
- FleXR: A System Enabling Flexibly Distributed Extended Reality
Jin Heo, Ketan Bhardwaj, Ada Gavrilovska
To appear in Proceedings of the ACM Multimedia Systems (MMSys'23)
- Pocket: ML Serving from the Edge
Misun Park, Ketan Bhardwaj, Ada Gavrilovska
To appear in Proceedings of the European Conference on Computer Systems (Eurosys'23)
- A Characterization of Route Variabilty in LEO Satellite Networks..
Vaibhav Bhosale, Ahmed Saeed, Ketan Bhardwaj, Ada Gavrilovska
Proceedings of the Passive and Active Measurement Conference (PAM'23)
- ShapeShifter: Resolving the Hidden Latency Contention Problem in MEC.
Valentin Rakovic, Ke-Jou Hsu, Ketan Bhardwaj, Ada Gavrilovska, Liljana Gavrilovska
Proceedings of the Seventh ACM/IEEE Symposium on Edge Computing (SEC'22)
- DNS Does Not Suffice for MEC-CDN
Ke-Jou Hsu, James Choncholas, Ketan Bhardwaj, Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Networks (HotNets'20)
- Toward Loosely Coupled Orchestration for the LEO Satellite Edge
Vaibhav Bhosale, Ketan Bhardwaj, Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Edge Computing (HotEdge'20)
- Toward Lighter Containers for the Edge
Misun Park, Ketan Bhardwaj, Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Edge Computing (HotEdge'20)
- Couper: DNN Model Slicing for Visual Analytics Containers at the Edge
Ke-Jou Hsu, Ketan Bhardwaj, Ada Gavrilovska
Proceedings of the Fourth ACM/IEEE Symposium on Edge Computing (SEC'19)
- Addressing the Fragmentation Problem in Distributed and Decentralized Edge Computing: A Vision
Ketan Bhardwaj, Matt Saunders, Ada Gavrilovska, Vlad Kolesnikov, Mugdha Bondre, Meghana Babu, Jacob Walsh
Invited Paper in Proceedings of the IEEE International Conference on Cloud Engineering (IC2E'19)
- From Back-of-the-envelop to Informed Estimation of Edge Computing Benefits in Minutes Using Castnet
Harshit Daga, Hobin Yoon, Ketan Bhardwaj, Harshit Gupta and Ada Gavrilovska
Appeared in Proceedings of the IEEE International Conference on Fog Computing (IC2E'19)
- Serving Mobile Apps - A slice at a time
Ketan Bhardwaj, Matt Saunders, Nikita Juneja and Ada Gavrilovska
Appeared in Proceedings of the European Conference on Computer Systems (Eurosys'19)
- DRIVESHAFT: Improving percieved mobile web performance
Ketan Bhardwaj, Ada Gavrilovska, Moritz Steiner, Martin Flack and Stephen Ludin
Published at ArXiv
- SPX: Preserving End-to-End Security for Edge Computing
Ketan Bhardwaj, Ming-Wei Shih, Ada Gavrilovska, Taesoo Kim and Chengyu Song
Published at ArXiv
- Towards IoT-DDoS Prevention Using Edge Computing
Ketan Bhardwaj, Joaquin C. Miranda and Ada Gavrilovska
Appeared in Proceedings USENIX Workshop on Hot Topics in Edge Computing (HotEdge'18)
- Frame, Rods and Beads of the Edge Computing abacus">
Ketan Bhardwaj
Ph.D. Dissertation, Georgia Institute of Technology
- Fast, scalable and secure onloading of edge functions using AirBox
Ketan Bhardwaj, MIng-Wei Shih, Ada Gavrilovska, Taesoo Kim and Karsten Schwan
Appeared in Proceedings of the Fourth ACM/IEEE Symposium on Edge Computing (SEC'16)
- SOUL: An Edge-cloud System for Mobile Applications in a Sensor-rich World
Minsung Jang, HyunJong Lee, Karsten Shwan and Ketan Bhardwaj
Appeared in Proceedings of the Fourth ACM/IEEE Symposium on Edge Computing (SEC'16)
- Ephemeral Apps
Ketan Bhardwaj, Ada Gavrilovska and Karsten Schwan
Appeared in Usenix Workshop on Hot Topics in Mobile (HotMobile'16)
- AppSachet: Distributed App Delivery from the edge cloud
Ketan Bhardwaj, Pragya Agarwal, Ada Gavrilovska and Karsten Schwan
Appeared in EAI International Conference on Mobile Computing, Applications and Services (MobiCASE'15)
- AppFlux: Taming App Delivery via Streaming
Ketan Bhardwaj, Pragya Agarwal, Ada Gavrilovska and Karsten Schwan
Appeared in Usenix Timely Research in Operating Systems (TRIOS'14 held in conjunction with SOSP)
- vSensor: Toward Sensor-rich Mobile Applications
Minsung Jang, HyunJong Lee, Ketan Bhardwaj, and Karsten Schwan
Appeared in Sensor to Cloud Architecture Workshop (SCAW'15 held in conjunction with HPCA)
- Personal clouds: Sharing and integrating networked resources to enhance end user experiences
Minsung Jang, Ketan Bhardwaj, Ada Gavrilovska and Karsten Schwan
Appeared in Sensor to Cloud Architecture Workshop (SCAW'15 held in conjunction with HPCA)
- ECC: Edge Cloud Composites
Minsung Jang, Ketan Bhardwaj, Seenidhy Sreepathy, Ada Gavrilovska and Karsten Schwan
Appeared in IEEE International Conference on Mobile Cloud (MobileCloud '14)