Francis Y. Yan

According to our database, Francis Y. Yan authored at least 25 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Diffy: Data-Driven Bug Finding for Configurations.

Siva Kesava Reddy Kakarla, Francis Y. Yan, Ryan Beckett

Proc. ACM Program. Lang., 2024

Zeal: Rethinking Large-Scale Resource Allocation with "Decouple and Decompose".

Zhiying Xu, Francis Y. Yan, Minlan Yu

CoRR, 2024

Tarzan: Passively-Learned Real-Time Rate Control for Video Conferencing.

Neil Agarwal, Rui Pan, Francis Y. Yan, Ravi Netravali

CoRR, 2024

Balancing Generalization and Specialization: Offline Metalearning for Bandwidth Estimation.

Aashish Gottipati, Sami Khairy, Yasaman Hosseinkashi, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Ross Cutler

CoRR, 2024

AutoSpec: Automated Generation of Neural Network Specifications.

Shuowei Jin, Francis Y. Yan, Cheng Tan, Anuj Kalia, Xenofon Foukas, Z. Morley Mao

CoRR, 2024

LLM-ABR: Designing Adaptive Bitrate Algorithms via Large Language Models.

Zhiyuan He, Aashish Gottipati, Lili Qiu, Francis Y. Yan, Xufang Luo, Kenuo Xu, Yuqing Yang

CoRR, 2024

Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices.

Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

GRACE: Loss-Resilient Real-Time Video through Neural Codecs.

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

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge.

Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

Designing Network Algorithms via Large Language Models.

Zhiyuan He, Aashish Gottipati, Lili Qiu, Xufang Luo, Kenuo Xu, Yuqing Yang, Francis Y. Yan

Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, 2024

2023

Teal: Learning-Accelerated Optimization of WAN Traffic Engineering.

Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Resilient Baseband Processing in Virtualized RANs with Slingshot.

Nikita Lazarev, Tao Ji, Anuj Kalia, Daehyeok Kim, Ilias Marinos, Francis Y. Yan, Christina Delimitrou, Zhiru Zhang, Aditya Akella

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Tambur: Efficient loss recovery for videoconferencing via streaming codes.

Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K. V. Rashmi

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Accelerating Open RAN Research Through an Enterprise-scale 5G Testbed.

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

Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Octopus: In-Network Content Adaptation to Control Congestion on 5G Links.

Yongzhou Chen, Ammar Tahir, Francis Y. Yan, Radhika Mittal

Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

Mitigating Metastable Failures in Distributed Systems with Offline Reinforcement Learning.

Yueying Li, Daochen Zha, Tianjun Zhang, G. Edward Suh, Christina Delimitrou, Francis Y. Yan

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Autothrottle: A Practical Framework for Harvesting CPUs from SLO-Targeted Microservices.

Zibo Wang, Pinghe Li, Chieh-Jan Mike Liang, Feng Wu, Francis Y. Yan

CoRR, 2022

Teal: Learning-Accelerated Optimization of Traffic Engineering.

Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu

CoRR, 2022

Automatic Curriculum Generation for Learning Adaptation in Networking.

Zhengxu Xia, Yajie Zhou, Francis Y. Yan, Junchen Jiang

CoRR, 2022

Genet: automatic curriculum generation for learning adaptation in networking.

Zhengxu Xia, Yajie Zhou, Francis Y. Yan, Junchen Jiang

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

OpenNetLab: Open Platform for RL-based Congestion Control for Real-Time Communications.

Jeongyoon Eo, Zhixiong Niu, Wenxue Cheng, Francis Y. Yan, Rui Gao, Jorina Kardhashi, Scott Inglis, Michael Revow, Byung-Gon Chun, Peng Cheng, Yongqiang Xiong

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2020

Implementing BOLA-BASIC on Puffer: Lessons for the use of SSIM in ABR logic.

Emily Marx, Francis Y. Yan, Keith Winstein

CoRR, 2020

Learning in situ: a randomized experiment in video streaming.

Francis Y. Yan, Hudson Ayers, Chenzhi Zhu, Sadjad Fouladi, James Hong, Keyi Zhang, Philip Alexander Levis, Keith Winstein

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

2019

Continual learning improves Internet video streaming.

Francis Y. Yan, Hudson Ayers, Chenzhi Zhu, Sadjad Fouladi, James Hong, Keyi Zhang, Philip Alexander Levis, Keith Winstein

CoRR, 2019

2018

Pantheon: the training ground for Internet congestion-control research.

Francis Y. Yan, Jestin Ma, Greg D. Hill, Deepti Raghavan, Riad S. Wahby, Philip Alexander Levis, Keith Winstein

Proceedings of the 2018 USENIX Annual Technical Conference, 2018