Server-Driven Video Streaming for Deep Learning Inference K Du, A Pervaiz, X Yuan, A Chowdhery, Q Zhang, H Hoffmann, J Jiang ACM Special Interest Group on Data Communication (SIGCOMM), 557-570, 2020 | 163 | 2020 |
AccMPEG: Optimizing Video Encoding for Video Analytics K Du, Q Zhang, A Arapin, H Wang, Z Xia, J Jiang Conference on Machine Learning and Systems (MLSys) 4, 450-466, 2022 | 23* | 2022 |
Understanding the Potential of Server-Driven Edge Video Analytics Q Zhang, K Du, N Agarwal, R Netravali, J Jiang ACM Workshop on Mobile Computing Systems and Applications (HotMobile), 8-14, 2022 | 5 | 2022 |
GRACE: Loss-Resilient Real-Time Video through Neural Codecs Y Cheng, Z Zhang, H Li, A Arapin, Y Zhang, Q Zhang, Y Liu, K Du, ... USENIX Symposium on Networked Systems Design and Implementation (NSDI), 509-531, 2024 | 4* | 2024 |
CacheGen: Fast Context Loading for Language Model Applications Y Liu, H Li, Y Cheng, S Ray, Y Huang, Q Zhang, K Du, J Yao, S Lu, ... arXiv preprint arXiv:2310.07240, 2023 | 1 | 2023 |
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation K Du, Y Liu, Y Hao, Q Zhang, H Wang, Y Huang, G Ananthanarayanan, ... ACM Symposium on Cloud Computing (SoCC), 158-176, 2023 | | 2023 |
Optimizing Real-Time Video Experience with Data Scalable Codec H Li, Y Cheng, Z Zhang, Q Zhang, A Arapin, N Feamster, A Mazumdar ACM SIGCOMM Workshop on Emerging Multimedia Systems (EMS), 15-21, 2023 | | 2023 |