Francis Y. Yan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Traffic Engineering

Video Streaming

Resource Manager

Top Venues

Proc. ACM Program. Lang.

Publications

Yihua Cheng, Ziyi Zhang, Hanchen Li, Anton Arapin, Yue Zhang, Qizheng Zhang, Yuhan Liu, Kuntai Du, Xu Zhang, Francis Y. Yan, Amrita Mazumdar, Nick Feamster, Junchen Jiang
GRACE: Loss-Resilient Real-Time Video through Neural Codecs. NSDI (2024)
Siva Kesava Reddy Kakarla, Francis Y. Yan, Ryan Beckett
Diffy: Data-Driven Bug Finding for Configurations. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Zhiyuan He, Aashish Gottipati, Lili Qiu, Francis Y. Yan, Xufang Luo, Kenuo Xu, Yuqing Yang
LLM-ABR: Designing Adaptive Bitrate Algorithms via Large Language Models. CoRR (2024)
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. MMSys (2024)
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. CoRR (2024)
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices. NSDI (2024)
Nikita Lazarev, Tao Ji, Anuj Kalia, Daehyeok Kim, Ilias Marinos, Francis Y. Yan, Christina Delimitrou, Zhiru Zhang, Aditya Akella
Resilient Baseband Processing in Virtualized RANs with Slingshot. SIGCOMM (2023)
Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K. V. Rashmi
Tambur: Efficient loss recovery for videoconferencing via streaming codes. NSDI (2023)
Paramvir Bahl, Matthew Balkwill, Xenofon Foukas, Anuj Kalia, Daehyeok Kim, Manikanta Kotaru, Zhihua Lai, Sanjeev Mehrotra, Bozidar Radunovic, Stefan Saroiu, Connor Settle, Ankit Verma, Alec Wolman, Francis Y. Yan, Yongguang Zhang
Accelerating Open RAN Research Through an Enterprise-scale 5G Testbed. MobiCom (2023)
Yueying Li, Daochen Zha, Tianjun Zhang, G. Edward Suh, Christina Delimitrou, Francis Y. Yan
Mitigating Metastable Failures in Distributed Systems with Offline Reinforcement Learning. Tiny Papers @ ICLR (2023)
Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu
Teal: Learning-Accelerated Optimization of WAN Traffic Engineering. SIGCOMM (2023)
Yongzhou Chen, Ammar Tahir, Francis Y. Yan, Radhika Mittal
Octopus: In-Network Content Adaptation to Control Congestion on 5G Links. sec (2023)
Zhengxu Xia, Yajie Zhou, Francis Y. Yan, Junchen Jiang
Automatic Curriculum Generation for Learning Adaptation in Networking. CoRR (2022)
Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan
Autothrottle: A Practical Framework for Harvesting CPUs from SLO-Targeted Microservices. CoRR (2022)
Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu
Teal: Learning-Accelerated Optimization of Traffic Engineering. CoRR (2022)
Zhengxu Xia, Yajie Zhou, Francis Y. Yan, Junchen Jiang
Genet: automatic curriculum generation for learning adaptation in networking. SIGCOMM (2022)
Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong
OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications. APNet (2022)
Emily Marx, Francis Y. Yan, Keith Winstein
Implementing BOLA-BASIC on Puffer: Lessons for the use of SSIM in ABR logic. CoRR (2020)
Francis Y. Yan, Hudson Ayers, Chenzhi Zhu, Sadjad Fouladi, James Hong, Keyi Zhang, Philip Alexander Levis, Keith Winstein
Learning in situ: a randomized experiment in video streaming. NSDI (2020)
Francis Y. Yan, Hudson Ayers, Chenzhi Zhu, Sadjad Fouladi, James Hong, Keyi Zhang, Philip Alexander Levis, Keith Winstein
Continual learning improves Internet video streaming. CoRR (2019)
Francis Y. Yan, Jestin Ma, Greg D. Hill, Deepti Raghavan, Riad S. Wahby, Philip Alexander Levis, Keith Winstein
Pantheon: the training ground for Internet congestion-control research. USENIX Annual Technical Conference (2018)