Diffy: Data-Driven Bug Finding for Configurations
Siva Kesava Reddy Kakarla, Francis Y. Yan, Ryan Beckett
ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) | June 2024
Francis Y. Yan
Senior Researcher
Publications
Publications by Year
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Towards Energy Efficient 5G vRAN Servers
Anuj Kalia, Nikita Lazarev, Leyang Xue, Xenofon Foukas, Bozidar Radunovic, Francis Y. Yan
MSR-TR-2024-17 | June 2024
Published by Microsoft
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
ACM Multimedia Systems Conference (MMSys) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024
Outstanding Paper Award
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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024
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Octopus: In-Network Content Adaptation to Control Congestion on 5G Links
Yongzhou Chen, Ammar Tahir, Francis Y. Yan, Radhika Mittal
ACM/IEEE Symposium on Edge Computing (SEC) | December 2023
Accelerating Open RAN Research Through an Enterprise-scale 5G Testbed
Victor 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 Annual International Conference on Mobile Computing and Networking (MobiCom) | October 2023
(authors in alphabetical order)
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
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 2023
Teal: Learning-Accelerated Optimization of WAN Traffic Engineering
Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 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
International Conference on Learning Representations (ICLR) | May 2023
Tambur: Efficient loss recovery for videoconferencing via streaming codes
Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2023
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Genet: Automatic Curriculum Generation for Learning Adaptation in Networking
Zhengxu Xia*, Yajie Zhou*, Francis Y. Yan, Junchen Jiang (*equal contribution)
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | August 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
Asia-Pacific Workshop on Networking (APNet) | July 2022
Best Paper Award
Publications by Research Area
-
Towards Energy Efficient 5G vRAN Servers
Anuj Kalia, Nikita Lazarev, Leyang Xue, Xenofon Foukas, Bozidar Radunovic, Francis Y. Yan
MSR-TR-2024-17 | June 2024
Published by Microsoft
Diffy: Data-Driven Bug Finding for Configurations
Siva Kesava Reddy Kakarla, Francis Y. Yan, Ryan Beckett
ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) | June 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
ACM Multimedia Systems Conference (MMSys) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024
Outstanding Paper Award
Octopus: In-Network Content Adaptation to Control Congestion on 5G Links
Yongzhou Chen, Ammar Tahir, Francis Y. Yan, Radhika Mittal
ACM/IEEE Symposium on Edge Computing (SEC) | December 2023
Accelerating Open RAN Research Through an Enterprise-scale 5G Testbed
Victor 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 Annual International Conference on Mobile Computing and Networking (MobiCom) | October 2023
(authors in alphabetical order)
Teal: Learning-Accelerated Optimization of WAN Traffic Engineering
Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 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
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 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
International Conference on Learning Representations (ICLR) | May 2023
Tambur: Efficient loss recovery for videoconferencing via streaming codes
Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2023
Genet: Automatic Curriculum Generation for Learning Adaptation in Networking
Zhengxu Xia*, Yajie Zhou*, Francis Y. Yan, Junchen Jiang (*equal contribution)
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | August 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
Asia-Pacific Workshop on Networking (APNet) | July 2022
Best Paper Award
-
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
ACM Multimedia Systems Conference (MMSys) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024
Outstanding Paper Award
Teal: Learning-Accelerated Optimization of WAN Traffic Engineering
Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 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
International Conference on Learning Representations (ICLR) | May 2023
Tambur: Efficient loss recovery for videoconferencing via streaming codes
Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2023
Genet: Automatic Curriculum Generation for Learning Adaptation in Networking
Zhengxu Xia*, Yajie Zhou*, Francis Y. Yan, Junchen Jiang (*equal contribution)
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | August 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
Asia-Pacific Workshop on Networking (APNet) | July 2022
Best Paper Award
Publications by Type
-
Towards Energy Efficient 5G vRAN Servers
Anuj Kalia, Nikita Lazarev, Leyang Xue, Xenofon Foukas, Bozidar Radunovic, Francis Y. Yan
MSR-TR-2024-17 | June 2024
Published by Microsoft
-
Diffy: Data-Driven Bug Finding for Configurations
Siva Kesava Reddy Kakarla, Francis Y. Yan, Ryan Beckett
ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) | June 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
ACM Multimedia Systems Conference (MMSys) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 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
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2024
Outstanding Paper Award
Octopus: In-Network Content Adaptation to Control Congestion on 5G Links
Yongzhou Chen, Ammar Tahir, Francis Y. Yan, Radhika Mittal
ACM/IEEE Symposium on Edge Computing (SEC) | December 2023
Accelerating Open RAN Research Through an Enterprise-scale 5G Testbed
Victor 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 Annual International Conference on Mobile Computing and Networking (MobiCom) | October 2023
(authors in alphabetical order)
Teal: Learning-Accelerated Optimization of WAN Traffic Engineering
Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 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
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | September 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
International Conference on Learning Representations (ICLR) | May 2023
Tambur: Efficient loss recovery for videoconferencing via streaming codes
Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi
USENIX Symposium on Networked Systems Design and Implementation (NSDI) | April 2023
Genet: Automatic Curriculum Generation for Learning Adaptation in Networking
Zhengxu Xia*, Yajie Zhou*, Francis Y. Yan, Junchen Jiang (*equal contribution)
ACM Special Interest Group on Data Communication Conference (SIGCOMM) | August 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
Asia-Pacific Workshop on Networking (APNet) | July 2022
Best Paper Award