Pengfei Zuo
I currently serve as the chief architect of AI-native storage at Huawei Cloud. I lead the EMS (Elastic Memory Service) team to build a disaggregated memory service layer in the cloud, upgrading Huawei Cloud’s two-tier infrastructure architecture that disaggregates storage and computing into a three-tier architecture that disaggregates computing, memory, and storage. I received my Ph.D. degree (advised by Prof. Yu Hua) in Computer Science from Huazhong University of Science and Technology (HUST) in 2019. I was a visiting Ph.D. student (advised by Prof. Yuan Xie) at the University of California, Santa Barbara (UCSB) during 2018-2019. I received a B.E. degree in Computer Science from HUST in 2014. My research interests span cloud infrastructure, machine learning systems, storage systems, and distributed systems. I have published 40+ refereed papers in major conferences and journals in the field of computer systems and architecture, including SOSP, OSDI, MICRO, ASPLOS, FAST, USENIX ATC, VLDB, DAC, etc. I obtained the 2020 ACM China Doctoral Dissertation Award (only two awardees among all computer disciplines across China every year) and the Best Paper Award in FAST 2023. The open-source codes of our research on disaggregated data centers are released at dmemsys. Email: pfzuo.cs@gmail.com, pengfei.zuo@huawei.com |
I am looking for motivated interns and postdocs in the field of computer systems. If you are interested in solving important problems in industry and publishing impactful papers, please feel free to contact me!
News
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Our two papers “Aceso: Achieving Efficient Fault Tolerance in Memory-Disaggregated Key-Value Stores” and “CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory” were accepted by SOSP’2024. Congratulations to Zhisheng and Xuchuan!
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Our paper “Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention” was accepted by USENIX ATC’2024. Congratulations to Bin Gao!
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Our paper “Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System” was accepted by SOSP’2023. Congratulations to Jiacheng!
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Our paper “SMART: A High-Performance Apative Radix Tree for Disaggregated Memory” was accepted by OSDI’2023. Congratulations to Xuchuan!
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Our paper “ROLEX: A Scalable RDMA-oriented Learned Key-Value Store for Disaggregated Memory Systems” received the Best Paper Award of FAST 2023!
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Our two papers “FUSEE: A Fully Memory-Disaggregated Key-Value Store” and “ROLEX: A Scalable RDMA-oriented Learned Key-Value Store for Disaggregated Memory Systems” were accepted by FAST 2023. Congratulations to Jiacheng and Pengfei!
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Our paper “uKharon: A Membership Service for Microsecond Applications” was accepted by USENIX ATC 2022!
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Our paper “RACE: One-Sided RDMA-Conscious Extendible Hashing” was accepted by ACM Transactions on Storage as an invited paper!
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Our paper “FORD: Fast One-sided RDMA-based Distributed Transactions for Disaggregated Persistent Memory” was accepted by FAST 2022. Congratulations to Ming!
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Our paper “FINEdex: A Fine-grained Learned Index Scheme for Scalable and Concurrent Memory Systems” was accepted by VLDB 2022. Congratulations to Pengfei!
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I was awarded with 2020 ACM China Doctoral Dissertation Award!
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Our paper “One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory” was accepted by USENIX ATC 2021!
Selected Publications
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[SOSP] Zhisheng Hu, Pengfei Zuo, Yizou Chen, Chao Wang, Junliang Hu, Ming-Chang Yang, “Aceso: Achieving Efficient Fault Tolerance in Memory-Disaggregated Key-Value Stores”, accepted and to appear in the 30th ACM Symposium on Operating Systems Principles (SOSP), 2024.
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[SOSP] Xuchuan Luo, Jiacheng Shen, Pengfei Zuo, Xin Wang, Michael R. Lyu, Yangfan Zhou, “CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory”, accepted and to appear in the 30th ACM Symposium on Operating Systems Principles (SOSP), 2024.
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[USENIX ATC] Bin Gao, Zhuomin He, Puru Sharma, Qingxuan Kang, Djordje Jevdjic, Junbo Deng, Xingkun Yang, Zhou Yu, Pengfei Zuo, “Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention”, Proceedings of the 2024 USENIX Annual Technical Conference (USENIX ATC), 2024.
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[SOSP] Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Yuxin Su, Jiazhen Gu, Hao Feng, Yangfan Zhou, Michael Lyu, “Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System”, Proceedings of the 29th ACM Symposium on Operating Systems Principles (SOSP), 2023.
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[OSDI] Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, Michael Lyu, Yangfan Zhou, “SMART: A High-Performance Apative Radix Tree for Disaggregated Memory”, Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2023.
(Recommended for fast-track publication in ACM Transactions on Storage) -
[FAST] Pengfei Li, Yu Hua, Pengfei Zuo, Zhangyu Chen, Jiajie Sheng, “ROLEX: A Scalable RDMA-oriented Learned Key-Value Store for Disaggregated Memory Systems”, Proceedings of the 21st USENIX Conference on File and Storage Technologies (FAST), 2023.
(Recommended for fast-track publication in ACM Transactions on Storage)
(Best Paper Award) -
[FAST] Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael Lyu, “FUSEE: A Fully Memory-Disaggregated Key-Value Store”, Proceedings of the 21st USENIX Conference on File and Storage Technologies (FAST), 2023.
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[USENIX ATC] Rachid Guerraoui, Antoine Murat, Javier Picorel, Athanasios Xygkis, Huabing Yan, Pengfei Zuo, “uKharon: A Membership Service for Microsecond Applications”, Proceedings of the USENIX Annual Technical Conference (USENIX ATC), 2022.
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[FAST] Ming Zhang, Yu Hua, Pengfei Zuo, Lurong Liu, “FORD: Fast One-sided RDMA-based Distributed Transactions for Disaggregated Persistent Memory”, Proceedings of the 20th USENIX Conference on File and Storage Technologies (FAST), 2022.
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[VLDB] Pengfei Li, Yu Hua, Jingnan Jia, Pengfei Zuo, “FINEdex: A Fine-grained Learned Index Scheme for Scalable and Concurrent Memory Systems”, Proceedings of the 48th International Conference on Very Large Data Bases (VLDB), 2022.
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[USENIX ATC] Pengfei Zuo, Jiazhao Sun, Liu Yang, Shuangwu Zhang, Yu Hua, “One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory”, Proceedings of the USENIX Annual Technical Conference (USENIX ATC), 2021.
(Recommended for fast-track publication in ACM Transactions on Storage: recommendations by ATC 2021 program co-chairs) -
[DAC] Pengfei Zuo, Yu Hua, Ling Liang, Xingfeng Xie, Xing Hu, Yuan Xie, “SEALing Neural Network Models in Encrypted Deep Learning Accelerators”, Proceedings of the 58th Design Automation Conference (DAC), 2021.
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[USENIX ATC] Zhangyu Chen, Yu Hua, Bo Ding, Pengfei Zuo, “Lock-free Concurrent Level Hashing for Persistent Memory”, Proceedings of the USENIX Annual Technical Conference (USENIX ATC), 2020.
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[ASPLOS] Xing Hu, Ling Liang, Shuangchen Li, Lei Deng, Pengfei Zuo, Yu Ji, Xinfeng Xie, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie, “DeepSniffer: a DNN Model Extraction Framework Based on Learning Architectural Hints”, Proceedings of the 25th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2020.
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[DAC] Zhangyu Chen, Yu Hua, Pengfei Zuo, Yuanyuan Sun, Yuncheng Guo, “Reducing Bit Writes in Non-volatile Main Memory by Similarity-aware Compression”, Proceedings of the 57th Design Automation Conference (DAC), 2020.
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[MICRO] Pengfei Zuo, Yu Hua, Yuan Xie, “SuperMem: Enabling Application-transparent Secure Persistent Memory with Low Overheads”, Proceedings of the 52nd IEEE/ACM International Symposium on Microarchitecture (MICRO), 2019. [slides]
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[OSDI] Pengfei Zuo, Yu Hua, Jie Wu, “Write-Optimized and High-Performance Hashing Index Scheme for Persistent Memory”, in Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2018. [slides] [code]
(Recommended for fast-track publication in ACM Transactions on Storage: recommendations by OSDI 2018 program co-chairs)
(Finalist for the Memorable Paper Award in NVMW 2019) -
[MICRO] Pengfei Zuo, Yu Hua, Ming Zhao, Wen Zhou, Yuncheng Guo, “Improving the Performance and Endurance of Encrypted Non-volatile Main Memory through Deduplicating Writes”, in Proceedings of the 51st IEEE/ACM International Symposium on Microarchitecture (MICRO), 2018. [slides][video]
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[USENIX ATC] Yuanyuan Sun, Yu Hua, Song Jiang, Qiuyu Li, Shunde Cao, Pengfei Zuo, “SmartCuckoo: A Fast and Cost-Efficient Hashing Index Scheme for Cloud Storage Systems”, in Proceedings of USENIX Annual Technical Conference (USENIX ATC), 2017.
Awards and Honors
- Best Paper Award in FAST 2023.
- ACM China Doctoral Dissertation Award, 2020. (Only two awardees among all computer disciplines across China every year.)
- ACM SIGOPS ChinaSys Doctoral Dissertation Award, 2020.
- CCF Doctoral Dissertation Award Nominee, 2020.
- Student Grant from MICRO, 2019.
- Shenzhen Stock Exchange Scholarship, 2019.
- Finalist for the Memorable Paper Award in NVMW 2019.
- National Scholarship for Ph.D. Graduate Students, 2018.
- Student Grant from OSDI, 2018.
- Student Grant from MICRO, 2018.
- National Scholarship for Ph.D. Graduate Students, 2017.
- ZhiXing Excellent Graduate Scholarship, 2015.
- Excellent Graduate Student in HUST, 2015, 2016, 2017, and 2018.
- Award of Excellent B.E. Thesis in Hubei Province, 2014.
Professional Services
PC Member at conferences:
- NSDI 2025
- Cloud 2021, 2022
- ICDCS 2021
- CloudCom 2020
- ICPADS 2020
- ChinaSys 2021, 2022, 2023, 2024
- Eurosys 2019 (Shadow)
Reviewer for Journals:
- IEEE Transactions on Parallel and Distributed Systems (TPDS)
- IEEE Transactions on Computers (TC)
- ACM Transactions on Storage (TOS)
- IEEE Transactions on Dependable and Secure Computing (TDSC)
- IEEE Micro
Talks
12/2021 | “One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory”, Invited Talk in CCF Sys 2021. | Hangzhou, China |
08/2021 | “One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory”, Invited Talk in the Young Scientists of Computing Academy (YSCA) workshop in TURC 2021. | Hefei, China |
12/2020 | “The Growing Course of A PhD in Computer System and Architecture”, Invited Talk in the 19th ChinaSys workshop. | Chongqing, China |
01/2020 | “The Growing Course of A PhD in Computer System and Architecture”, Invited Talk in the 2nd Summit Forum of SKL of Computer Architecture. | Beijing, China |
12/2019 | “SuperMem: Revitalizing the Write-through Cache for Secure Persistent Memory”, Invited Talk in the 17th ChinaSys workshop. | Zhuhai, China |
03/2019 | “Write-Optimized and High-Performance Hashing Index Scheme for Persistent Memory”, Presentation in the 10th Non-volatile Memory Workshop (NVMW 2019). | San Deigo, USA |
10/2018 | “Improving the Performance and Endurance of Encrypted Non-volatile Main Memory through Deduplicating Writes”, Paper Presentation in the 51st International Symposium on Microarchitecture (MICRO 2018). | Fukuoka, Japan |
10/2018 | “Write-Optimized and High-Performance Hashing Index Scheme for Persistent Memory”, Paper Presentation in the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2018). | Carlsbad, USA |
09/2018 | “Write-Optimized and High-Performance Hashing Index Scheme for Non-volatile Memory”, Invited Talk in the 24th National Conference of Information Storage (NCIS 2018). | Beijing, China |
06/2018 | “Mitigating Traffic-based Side Channel Attacks in Bandwidth-efficient Cloud Storage”, Paper Presentation in the 32nd IEEE International Parallel and Distributed Processing Symposium (IPDPS 2018). | Vancouver, Canada |
04/2018 | “A Write-friendly and Cache-optimized Hashing Scheme for Non-volatile Memory Systems”, Invited Talk in the Aliyun-CCF Excellent Paper Exchange Meeting, Shanghai Jiaotong University. | Shanghai, China |
09/2017 | “A Write-friendly Hashing Scheme for Non-volatile Memory Systems”, Invited Talk in the 23th National Conference of Information Storage (NCIS 2017), Northwestern Polytechnical University. | Xi’an, China |
06/2017 | “BEES: Bandwidth- and Energy- Efficient Image Sharing for Real-time Situation Awareness”, Paper Presentation in the 37th International Conference on Distributed Computing Systems (ICDCS 2017). | Atlanta, USA |
05/2017 | “A Write-friendly Hashing Scheme for Non-volatile Memory Systems”, Paper Presentation in the 33rd International Conference on Massive Storage Systems and Technology (MSST 2017). | San Jose, USA |
05/2017 | “A Cost-efficient Rewriting Scheme to Improve Restore Performance in Deduplication Systems”, Paper Presentation in the 33rd International Conference on Massive Storage Systems and Technology (MSST 2017). | San Jose, USA |
06/2015 | “An Efficient Cuckoo Hashing Scheme for Cloud Storage Systems”, Invited Talk in the 8th ChinaSys workshop, Xiamen University. | Xiamen, China |