Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads. - Ran Xu 003; Subrata Mitra; Jason Rahman; Peter Bai; Bowen Zhou 008; Greg Bronevetsky; Saurabh Bagchi (Middleware, 2018)

VideoChef: Efficient Approximation for Streaming Video Processing Pipelines. - Ran Xu 003; Jinkyu Koo; Rakesh Kumar 007; Peter Bai; Subrata Mitra; Sasa Misailovic; Saurabh Bagchi (USENIX ATC, 2018)

ApproxNet: Content and Contention Aware Video Analytics System for the Edge. - Ran Xu 003; Jinkyu Koo; Rakesh Kumar 007; Peter Bai; Subrata Mitra; Ganga Maghanath; Saurabh Bagchi (CoRR, 2019)

JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. - Karthick Shankar; Pengcheng Wang 001; Ran Xu 003; Ashraf Mahgoub; Somali Chaterji (CLOUD, 2020)

Closing-the-Loop: A Data-Driven Framework for Effective Video Summarization. - Ran Xu 003; Haoliang Wang; Stefano Petrangeli; Viswanathan Swaminathan 001; Saurabh Bagchi (ISM, 2020)

ApproxDet: content and contention-aware approximate object detection for mobiles. - Ran Xu 003; Chen-Lin Zhang; Pengcheng Wang 001; Jayoung Lee; Subrata Mitra; Somali Chaterji; Yin Li 003; Saurabh Bagchi (SenSys, 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 003 (IEEE Internet Things J., 2020)

On the Opportunistic Topology of Taxi Networks in Urban Mobility Environment. - Ran Xu 003; Yong Li 008; Sheng Chen 001 (IEEE Trans. Big Data, 2020)

Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. - Jayoung Lee; Pengcheng Wang 001; Ran Xu 003; Venkat Dasari 001; Noah Weston; Yin Li 003; Saurabh Bagchi; Somali Chaterji (EMDL@MobiSys, 2021)

Virtuoso: Video-based Intelligence for real-time tuning on SOCs. - Jayoung Lee; Pengcheng Wang 001; Ran Xu 003; Venkat Dasari 001; Noah Weston; Yin Li 003; Saurabh Bagchi; Somali Chaterji (CoRR, 2021)

Approximation for Streaming Video Analytics on Mobile Devices - Ran Xu 003 (2021)

Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles. - Ran Xu 003; Fangzhou Mu; Jayoung Lee; Preeti Mukherjee; Somali Chaterji; Saurabh Bagchi; Yin Li 003 (CVPR, 2022)

LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs. - Ran Xu 003; Jayoung Lee; Pengcheng Wang 001; Saurabh Bagchi; Yin Li 003; Somali Chaterji (EuroSys, 2022)

ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients. - Ran Xu 003; Rakesh Kumar 007; Pengcheng Wang 001; Peter Bai; Ganga Meghanath; Somali Chaterji; Subrata Mitra; Saurabh Bagchi (ACM Trans. Sens. Networks, 2022)

Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips. - Jayoung Lee; Pengcheng Wang 001; Ran Xu 003; Sarthak Jain; Venkat Dasari 001; Noah Weston; Yin Li 003; Saurabh Bagchi; Somali Chaterji (ACM Trans. Design Autom. Electr. Syst., 2023)