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)

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)