Ph.D. Wenda Tang

Ph.D. Wenda Tang

About me

Hello, I am Wenda Tang (汤闻达). I earned my Ph.D. in Computer Science and Technology at Nanjing University, under the supervision of Prof. Wanchun Dou. My thesis is about resource scheduling in Cloud computing. Now, I am a Principal Researcher at China Telecom Cloud Computing Research Institute. My research interests lie in the area of disaggregated memory architecture, CXL, NVM, and QoS-aware resource scheduling.

Publications

  1. [SoCC’25] Wenda Tang, Yanan Yang, Jie Wu. Metis: A Non-Clairvoyant, Workflow-Aware OS Scheduler for Serverless Applications. To appear in Proceedings of the 16th ACM Symposium on Cloud Computing (SoCC). 2025.
  2. [SRDS’25] Yanwen Wang, Wenda Tang, Jie Wu. Nip it in the Bud: Unsupervised KPI Incipient Fault Detection via Dynamic Latent Feature Ensembling. To appear in Proceedings of the 44th International Symposium on Reliable Distributed Systems (SRDS). 2025.
  3. [ICPP’25] Wenda Tang, Yiduo Wang, Yanwen Wang, Jie Wu. Leave No One Behind: Fair and Efficient Tiered Memory Management for Multi-Applications. To appear in Proceedings of the 54th International Conference on Parallel Processing (ICPP). 2025.
  4. [ICPP’25] Yiduo Wang, Wenda Tang, Linghang Meng, Liang Li, Jie Wu. Origami: Efficient ML-Driven Metadata Load Balancing for Distributed File Systems. To appear in Proceedings of the 54th International Conference on Parallel Processing (ICPP). 2025.
  5. [TURC’24] Wenda Tang, Tianxiang Ai, Jie Wu. Tiresias: Optimizing NUMA Performance with CXL Memory and Locality-Aware Process Scheduling. In Proceedings of the ACM Turing Award Celebration Conference-China(TURC) 2024.
  6. [ADMA’24] Yanqin Zheng, Wang Zhou, Changjian Wang, Jingya Zhang, Wenda Tang, Liang Qi, Tianxiang Ai, Guanghui Li, Bin Yu, Xin Yang. PheScale: Leveraging Transformer Models for Proactive VM Auto-scaling. International Conference on Advanced Data Mining and Applications (ADMA). 2024.
  7. [ICPP’24] Wenda Tang, Ying Han, Tianxiang Ai, Guanghui Li, Bin Yu, Xin Yang. Yggdrasil: Reducing Network I/O Tax with (CXL-Based) Distributed Shared Memory. In Proceedings of the 53rd International Conference on Parallel Processing (ICPP). 2024.
  8. [ICPP’24] Jiazhen Zhu, Wenda Tang, Xianglong Meng, Nan Gong, Tianxiang Ai, Guanghui Li, Bin Yu, Xin Yang. PheCon: Fine-Grained VM Consolidation with Nimble Resource Defragmentation in Public Cloud Platforms. In Proceedings of the 53rd International Conference on Parallel Processing (ICPP), 2024.
  9. [HPCC’23] Wenda Tang, Jiazhen Zhu, Tianxiang Ai, Guanghui Li, Bin Yu, Xin Yang, Wanchun Dou. Thoth: Provisioning Over-Committed Memory Resource with Differentiated QoS in Public Clouds. In Proceedings of the 25th IEEE Internation on High Performance Computing and Communications (HPCC). 2023, Accepted.
  10. [SoCC’22] Wenda Tang, Yutao Ke, Senbo Fu, Hongliang Jiang, Junjie Wu, Qian Peng, Feng Gao. Demeter: QoS-aware CPU scheduling to reduce power consumption of multiple black-box workloads. In Proceedings of the 13th Symposium on Cloud Computing (SoCC). 2022, Acceptance rate = 24%.
  11. [ICPP’22] Wenda Tang, Senbo Fu, Yutao Ke, Qian Peng and Feng Gao. Themis: Fair Memory Subsystem Resource Sharing with Differentiated QoS in Public Clouds. In 51st International Conference on Parallel Processing (ICPP). 2022, Acceptance rate = 27%.
  12. [JSA’19] Wenda Tang, Xuan Zhao, Wajid Rafique, Lianyong Qi, Wanchun Dou, Qiang Ni. An offloading method using decentralized P2P-enabled mobile edge servers in edge computing. Journal of Systems Architecture, 2019, 94: 1-13.
  13. [CCPE’21] Wenda Tang, Chaobing Wu, Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wanchun Dou. A WiFi-Aware Method for Mobile Data Offloading with Deadline Constraints. Concurrency and Computation: Practice and Experience, 2021, 33(7):1.
  14. [ICC’18] Wenda Tang, Song Wang, Duanchao Li, Taigui Huang, Wanchun Dou, Shui Yu. A Deadline-Aware Coflow Scheduling Approach for Big Data Applications. IEEE International Conference on Communications (ICC2018), 2018: 1-6.
  15. [CPSCom’18] Wenda Tang, Xiang Liu, Wajid Rafique, Wanchun Dou. A dynamic resource allocation method for load-balance scheduling over big data platforms. IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 2018: 524-531. (Best Student Paper)
  16. [UIC’18] Wenda Tang, Shu Li, Wajid Rafique, Wanchun Dou, Shui Yu. An Offloading Approach in Fog Computing Environment. IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI2018), 2018: 857-864.
  17. … See More Papers in Google Scholar