Conference Publications

Hardware Disaggregation

  • Zhe Zhou, Yiqi Chen, Tao Zhang, Yang Wang, Ran Shu, Shuotao Xu, Peng Cheng, Lei Qu, Yongqiang Xiong, Jie Zhang, Guangyu Sun. “NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering.” In Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture (MICRO’24), 2024. [Link]
  • Zhe Zhou, Shuotao Xu, Yiqi Chen, Tao Zhang, Ran Shu, Lei Qu, Peng Cheng, Yongqiang Xiong, Guangyu Sun. “Polaris: Enhancing CXL-based Memory Expanders with Memory-side Prefetching.” In International Symposium on Advanced Parallel Processing Technologies (APPT), 2023. [Link]

Large-Scale Training Systems

  • Wenxuan Liu, Qihang Chen, Shuotao Xu, Hua Yang, Yuqing Yang, Peng Cheng. “RAPIDSCRIBE: Bandwidth-aware Parallel Snapshots for Distributed Neural-Network Training.” In Proceedings of the 45th IEEE International Conference on Distributed Computing Systems (ICDCS’25). (To appear)

Vector Databases

  • Yaoqi Chen, Ruicheng Zheng, Qi Chen, Shuotao Xu, Qianxi Zhang, Xue Wu, Weihao Han, Hua Yuan, Mingqin Li, Yujing Wang, Jason Li, Fan Yang, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Mao Yang. “OneSparse: A Unified System for Multi-index Vector Search.” In Companion Proceedings of the ACM Web Conference 2024 (WWW’24 Companion), 2024. [Link]
  • Yuming Xu, Hengyu Liang, Jin Li, Shuotao Xu, Qi Chen, Qianxi Zhang, Cheng Li, Ziyue Yang, Fan Yang, Yuqing Yang, Peng Cheng, Mao Yang. “SPFresh: Incremental In-Place Update for Billion-Scale Vector Search.” In Proceedings of the 29th ACM Symposium on Operating Systems Principles (SOSP’23), 2023. [Link]
  • Qianxi Zhang, Shuotao Xu, Qi Chen, Guoxin Sui, Jiadong Xie, Zhizhen Cai, Yaoqi Chen, Yinxuan He, Yuqing Yang, Fan Yang, Mao Yang, Lidong Zhou. “VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity.” In Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI’23), 2023. [Link]

Near-Data Processing Accelerators

  • Xuhao Chen, Tianhao Huang, Shuotao Xu, Thomas Bourgeat, Chanwoo Chung, Arvind. “FlexMiner: A Pattern-Aware Accelerator for Graph Pattern Mining.” In Proceedings of the 48th International Symposium on Computer Architecture (ISCA’21), 2021. [Link]
  • Shuotao Xu, Thomas Bourgeat, Tianhao Huang, Hojun Kim, Sungjin Lee, Arvind. “AQUOMAN: an Analytic-Query Offloading Machine.” In Proceedings of the 53rd IEEE/ACM International Symposium on Microarchitecture (MICRO’20), 2020. [Link]
  • Sang-Woo Jun, Andy Wright, Sizhuo Zhang, Shuotao Xu, Arvind. “GraFBoost: Accelerated Flash Storage for External Graph Analytics.” In Proceedings of the 45th International Symposium on Computer Architecture (ISCA’18), 2018. [Link]
  • Shuotao Xu, Sungjin Lee, Sang-Woo Jun, Ming Liu, Jamey Hicks, Arvind. “BlueCache: A Scalable Distributed Flash-based Key-value Store.” In Proceedings of the VLDB Endowment (VLDB’17), 2017. [Link]
  • Sang-Woo Jun, Shuotao Xu, Arvind. “Terabyte Sort on FPGA-Accelerated Flash Storage.” In Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM’17), 2017. [Link]
  • Sungjin Lee, Ming Liu, Sang-Woo Jun, Shuotao Xu, Jihong Kim, Arvind. “Application-Managed Flash.” In Proceedings of the 14th USENIX Conference on File and Storage Technologies (FAST’16), 2016. [Link]
  • Sang-Woo Jun, Ming Liu, Shuotao Xu, Arvind. “A Transport-Layer Network for Distributed FPGA Platforms.” In Proceedings of the 25th International Conference on Field Programmable Logic and Applications (FPL’15), 2015. [Link]
  • Sang-Woo Jun, Ming Liu, Sungjin Lee, Jamey Hicks, John Ankcorn, Myron King, Shuotao Xu, Arvind. “BlueDBM: an appliance for big data analytics.” In Proceedings of the 42nd International Symposium on Computer Architecture (ISCA’15), 2015. [Link]

Journal Publications

  • Sang-Woo Jun, Ming Liu, Sungjin Lee, Jamey Hicks, John Ankcorn, Myron King, Shuotao Xu, Arvind. “BlueDBM: Distributed Flash Storage for Big Data Analytics.” ACM Transactions on Computer Systems (TOCS), Vol. 34, No. 3, Article 7, 2016. [Link]