Ran Xu

According to our database, Ran Xu authored at least 15 papers between 2018 and 2023.

Collaborative distances:

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

2023

Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips.

Jayoung Lee, Pengcheng Wang, Ran Xu, Sarthak Jain, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

ACM Trans. Design Autom. Electr. Syst., 2023

2022

ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients.

Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi

ACM Trans. Sens. Networks, 2022

LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs.

Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles.

Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Approximation for Streaming Video Analytics on Mobile Devices

Ran Xu

PhD thesis, 2021

Virtuoso: Video-based Intelligence for real-time tuning on SOCs.

Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

CoRR, 2021

Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention.

Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

Proceedings of the EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021

2020

On the Opportunistic Topology of Taxi Networks in Urban Mobility Environment.

Ran Xu, Yong Li, Sheng Chen

IEEE Trans. Big Data, 2020

New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges.

Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu

IEEE Internet Things J., 2020

ApproxDet: content and contention-aware approximate object detection for mobiles.

Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Closing-the-Loop: A Data-Driven Framework for Effective Video Summarization.

Ran Xu, Haoliang Wang, Stefano Petrangeli, Viswanathan Swaminathan, Saurabh Bagchi

Proceedings of the IEEE International Symposium on Multimedia, 2020

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads.

Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

ApproxNet: Content and Contention Aware Video Analytics System for the Edge.

Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi

CoRR, 2019

2018

VideoChef: Efficient Approximation for Streaming Video Processing Pipelines.

Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Sasa Misailovic, Saurabh Bagchi

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads.

Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi

Proceedings of the 19th International Middleware Conference, 2018