MIRAS: Model-based Reinforcement Learning for Microservice Resource Allocation over Scientific Workflows. - Zhe Yang 010; Phuong Nguyen 002; Haiming Jin; Klara Nahrstedt (ICDCS, 2019)

Senselet: Distributed Sensing Infrastructure for Improving Process Control and Safety in Academic Cleanroom Environments. - Klara Nahrstedt; Zhe Yang 010; Tuo Yu; Patrick Su; Robert Bruce Kaufman; I-Shan Chen; Steven Konstanty; Mark McCollum; John Dallesasse (GetMobile Mob. Comput. Commun., 2020)

DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge. - Zhe Yang 010; Klara Nahrstedt; Hongpeng Guo; Qian Zhou (SEC, 2021)

360ViewPET: View Based Pose EsTimation for Ultra-Sparse 360-Degree Cameras. - Qian Zhou; Bo Chen 025; Zhe Yang 010; Hongpeng Guo; Klara Nahrstedt (ISM, 2021)

SENSELET++: A Low-cost Internet of Things Sensing Platform for Academic Cleanrooms. - Beitong Tian; Zhe Yang 010; Hessam Moeini; Ragini Gupta; Patrick Su; Robert Bruce Kaufman; Mark McCollum; John Dallesasse; Klara Nahrstedt (MASS, 2021)

CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale. - Hongpeng Guo; Shuochao Yao; Zhe Yang 010; Qian Zhou; Klara Nahrstedt (MMSys, 2021)

Deep Contextualized Compressive Offloading for Images. - Bo Chen 025; Zhisheng Yan; Hongpeng Guo; Zhe Yang 010; Ahmed Ali-Eldin; Prashant J. Shenoy; Klara Nahrstedt (SenSys, 2021)

BoFL: bayesian optimized local training pace control for energy efficient federated learning. - Hongpeng Guo; Haotian Gu; Zhe Yang 010; Xiaoyang Wang; Eun Kyung Lee; Nandhini Chandramoorthy; Tamar Eilam; Deming Chen; Klara Nahrstedt (Middleware, 2022)

360BroadView: Viewer Management for Viewport Prediction in 360-Degree Video Live Broadcast. - Qian Zhou; Zhe Yang 010; Hongpeng Guo; Beitong Tian; Klara Nahrstedt (MMAsia, 2022)

DeepStream: Bandwidth Efficient Multi-Camera Video Streaming for Deep Learning Analytics. - Hongpeng Guo; Beitong Tian; Zhe Yang 010; Bo Chen 025; Qian Zhou; Shengzhong Liu; Klara Nahrstedt; Claudiu Danilov 001 (CoRR, 2023)

LiFteR: Unleash Learned Codecs in Video Streaming with Loose Frame Referencing. - Bo Chen 025; Zhisheng Yan; Yinjie Zhang; Zhe Yang 010; Klara Nahrstedt (NSDI, 2024)

ImmerScope: Multi-view Video Aggregation at Edge towards Immersive Content Services. - Bo Chen 025; Hongpeng Guo; Mingyuan Wu; Zhe Yang 010; Zhisheng Yan; Klara Nahrstedt (SenSys, 2024)