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个人简介

2004年上海交通大学计算机系博士毕业留校任教,期间于2011-2012年至美国哥伦比亚大学计算机系作访问研究。2013年应邀加入华为研究院担任主任研究员及技术总监,负责新型内存与存储系统、虚拟化与云计算、大数据处理技术等相关研究工作,创建华为新型存储研究团队;在云计算领域获得华为IT产品线高价值谈判专利奖(年度唯一)。之后回学校到华东师范大学致力于并行与分布式系统、计算机系统与系统安全的原创技术研究,结合大数据系统和人工智能系统,研究SIMD/GPU系统性能加速、基于NVM的新型存储栈、和系统安全等,指导的研究小组近年在PPoPP、VLDB、ICDE、TC、TDSC、TKDE等上发表系列研究成果。在从事计算机系统研究之前,从事高速重载轨道结构与轨道动力学的数值分析研究,分别于1998年和2001年在西南交通大学获得本科和硕士学位。

研究领域

并行与分布式系统, 智能数据处理系统, 新型存储与内存计算, 系统虚拟化与系统安全

近期论文

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Yuchen Huang, Xiaopeng Fan, Song Yan, and Chuliang Weng. Neos: A NVMe-GPUs Direct Vector Service Buffer in User Space. The 40th IEEE International Conference on Data Engineering (ICDE 2024), Utrecht, Netherlands, Full Paper, Accepted Xiaopeng Fan, Song Yan, and Chuliang Weng. Structured Storage for Ubiquitous Operating Systems. SCIENTIA SINICA Informationis, 2024, 54(3): 461–490 Xiaopeng Fan, Song Yan, Yuchen Huang, and Chuliang Weng. TEngine: A Native Distributed Table Storage Engine. The 40th IEEE International Conference on Data Engineering (ICDE 2024), Utrecht, Netherlands, Full Paper, Accepted Shangwei Wu, Yingtong Xiong, Hui Liang, and Chuliang Weng. D^2-GCN: A Graph Convolutional Network with Dynamic Disentanglement for Node Classification. Frontiers of Computer Science, 2023, Full Paper, Accepted Xiaopeng Fan, Song Yan, Yuchen Huang, and Chuliang Weng. LUNAR: A Native Table Engine for Embedded Devices. The 24th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES2023, Co-located with PLDI2023), Orlando, FL, pp. 122-133, 2023 Zewen Sun, Zhifang Li, and Chuliang Weng. Co-Utilizing SIMD and Scalar to Accelerate the Data Analytics Workloads. The 39th IEEE International Conference on Data Engineering (ICDE 2023), Anaheim, CA, pp. 637-649, 2023 Jialun Wang, Wenhao Pang, Chuliang Weng, and Aoying Zhou. D-Cubicle: Boosting Data Transfer Dynamically for Large-scale Analytical Queries in Single-GPU Systems. Frontiers of Computer Science, 2023, 17(4):174610. DOI: 10.1007/s11704-022-2160-z Shangwei Wu, Yingtong Xiong, and Chuliang Weng. Dynamic Depth-width Optimization for Capsule Graph Convolutional Network. Frontiers of Computer Science, 2023, 17(6):176346. DOI: 10.1007/s11704-023-2483-4 Zhifang Li, Beicheng Peng, Qiuli Huang, and Chuliang Weng. Karst: Transactional Data Ingestion without Blocking on a Scalable Architecture. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(5):2241-2253 Jianan Gu, Yukun Ma, Beilei Zheng, and Chuliang Weng. Outlier: Enabling Effective Measurement of Hypervisor Code Integrity with Group Detection. IEEE Transactions on Dependable and Secure Computing, 2021, Regular paper, Accepted Zhifang Li, Mingcong Han, Shangwei Wu, and Chuliang Weng. ShadowVM: Accelerating Data Plane for Data Analytics with Bare Metal CPUs and GPUs [slides]. The 26th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP'21), Korea, pp. 147-160, 2021 Beilei Zheng, Jianan Gu, Jialun Wang, and Chuliang Weng. CBA-Detector: A Self-Feedback Detector against Cache-Based Attacks. IEEE Transactions on Dependable and Secure Computing, 2021, Regular paper, Accepted Zeyu He, Zhifang Li, Xiaoshuang Peng, and Chuliang Weng. DS^2: Handling Data Skew in Spark SQL Using Data Stealing over High-Speed Networks. The 37th IEEE International Conference on Data Engineering (ICDE), 2021, Short paper, Accepted Zhifang Li, Beicheng Peng, and Chuliang Weng. XeFlow: Streamlining Inter-processor Pipeline Execution for the Discrete CPU-GPU Platform. IEEE Transactions on Computers, 2020, 69(6):819-831 Zhuhe Fang, Beilei Zheng, and Chuliang Weng. Interleaved MultiVectorizing. The 46th International Conference on Very Large Data Bases (VLDB2020), Proceedings of the VLDB Endowment, 2019, 13(3):226-238 Jiajia Chu, Yunshan Tu, Yao Zhang, and Chuliang Weng. LATTE: A Native Table Engine on NVMe Storage [slides]. The 36th IEEE International Conference on Data Engineering (ICDE), Dallas, Texas, USA, pp. 1225-1236, 2020 Zhuhe Fang, Chuliang Weng, Li Wang, Huiqi Hu, and Aoying Zhou. Scheduling Resources to Multiple Pipelines of One Query in a Main Memory Database Cluster. IEEE Transactions on Knowledge and Data Engineering, [code], 2020, 32(3): 533-546 Zhuhe Fang, Chuliang Weng, Li Wang, and Aoying Zhou. Parallelizing Multiple Pipelines of One Query in a Main Memory Database Cluster. The 34th IEEE International Conference on Data Engineering (ICDE), 2018, Short paper Jianguo Chen, Kenli Li, Zhuo Tang, Kashif Bilal, Shui Yu, Chuliang Weng, Keqin Li. A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment. IEEE Transactions on Parallel & Distributed Systems, 2017, 28(4): 919-933 Chuliang Weng, Qian Liu, Kenli Li, Deqing Zou. CloudMon: Monitoring Virtual Machines in Clouds. IEEE Transactions on Computers, 2016, 65(12): 3787-3794 Leibin Ni, Yuhao Wang, Hao Yu, Wei Yang, Chuliang Weng and Junfeng Zhao. An Energy-efficient Matrix Multiplication Accelerator by Distributed In-Memory Computing on Binary RRAM Crossbar. IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), January 2016. Chuliang Weng, Jianfeng Zhan, and Yuan Luo. TSAC: Enforcing Isolation of Virtual Machines in Clouds. IEEE Transactions on Computers, 2015, 64(5): 1470-1482 Gang Lu, Jianfeng Zhan, Haining Wang, Lin Yuan, Yunwei Gao, Chuliang Weng, and Yong Qi. PowerTracer: Tracing Requests in Multi-tier Services to Reduce Energy Inefficiency. IEEE Transaction on Computers, 2015, 64(5): 1389-1401 Yuhao Wang, Hao Yu, Leibin Ni, Mei Yan, Guangbin Huang, Chuliang Weng, Wei Yang and Junfeng Zhao. An Energy-efficient Nonvolatile In-memory Computing Architecture for Extreme Learning Machine by Domain-wall Nanowire Devices. IEEE Transactions on Nanotechnology, 2015, 14(6):998-1012 Yuhao Wang, Hantao Huang, Leibin Ni, Hao Yu, Mei Yan, Chuliang Weng, Wei Yang, and Junfeng Zhao. An Energy Efficient Non-Volatile In-Memory Accelerator for Sparse-Representation Based Face Recognition. The 18th Design, Automation and Test in Europe (DATE), 2015 Yuqing Zhu, Jianfeng Zhan, Chuliang Weng, Raghunath Nambiar, Jinchao Zhang, Xingzhen Chen, and Lei Wang. BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework. The 19th International Conference on Database Systems for Advanced Applications (DASFAA), pp. 483-492, 2014 Chuliang Weng, Minyi Guo, Yuan Luo, and Minglu Li. Hybrid CPU Management for Adapting to the Diversity of Virtual Machines. IEEE Transactions on Computers, 2013, 62(7): 1332-1344 Jianfeng Zhan, Lei Wang, Xiaona Li, Weisong Shi, Chuliang Weng, Wenyao Zhang, Xiutao Zang. Cost-aware Cooperative Resource Provisioning for Heterogeneous Workloads in Data Centers. IEEE Transactions on Computers, 2013, 62(11): 2155-2168 Chuliang Weng, Qian Liu, Lei Yu, Minglu Li. Dynamic Adaptive Scheduling for Virtual Machines. The 20th International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC). San Jose, California, USA, pp. 239-250, 2011 Lei Yu, Chuliang Weng, Minglu Li, and Yuan Luo. SNPdisk: An Efficient Para-virtualization Snapshot Mechanism for Virtual Disks in Private Clouds. IEEE Network, 2011, 25(4): 20-26 Qian Liu, Chuliang Weng, Minglu Li, and Yuan Luo. An In-VM Measuring Framework for Increasing Virtual Machine Security in Clouds. IEEE Security & Privacy, 2010, 8(6): 56-62 Chuliang Weng, Minglu Li, Zhigang Wang, and Xinda Lu. Automatic Performance Tuning for the Virtualized Cluster System. The 29th International Conference on Distributed Computing Systems (ICDCS). Quebec, Canada, pp. 183-190, 2009 Chuliang Weng, Zhigang Wang, Minglu Li, and Xinda Lu. The Hybrid Scheduling Framework for Virtual Machine Sytems. The 2009 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE). Washington, USA, pp. 111-120, 2009

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