Shuhao Zhang

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Assistant Professor

Email: 
Website: https://shuhaozhangtony.github.io/
Telephone: 64997153
Office #: 1.502-02
Pillar / Cluster: Information Systems Technology and Design
Research Areas:Software Design, Artificial and Augmented Intelligence, Data Science, Networked and Autonomous Systems

Biography

Shuhao Zhang is currently a tenure-track assistant professor at the ISTD Pillar of SUTD. Prior to joining SUTD, he was a postdoctoral researcher at Technische Universität Berlin working with Prof.Volker Markl (ACM Fellow) on the topic of data stream processing and management. He obtained his Ph.D. degree from the school of computing at National University of Singapore, under the supervision of Prof. Bingsheng He. He had previously worked as Research Scientist/Assistant with Prof. Bingsheng He, Dr. Daniel Dahlmeier, and Dr. Khin Mi Mi Aung at NUS, SAP and I2R. He had published a list of papers in top-tier conferences and journals including SIGMOD, VLDB, ICDE, SC and TPDS. He is also the first inventor of two patents registered in the US.

Recent Services

  • PC Member: CIKM 2019, ICDCS 2020, HiPC 2020, CCgrid 2021, ICPP 2021, SC 2021, SC 2022, DEBS 2022, EDBT 2023 …
  • Invited Reviewer: TPDS, TKDE, TCC, ICPP, IS …

Selected Recent Publications

For the full list, please check out https://scholar.google.com/citations?user=Xwn7lCEAAAAJ

  • [SIGMOD] Parallelizing Intra-Window Join on Multicores: An Experimental Study. Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, and Volker Markl. SIGMOD 2021
  • [USENIX ATC] FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures. Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du. USENIX ATC 2020
  • [ICDE] Towards Concurrent Stateful Stream Processing on Multicore Processors. Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He. IEEE ICDE 2020
  • [IJCAI] PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction. Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, and Xiaoyong Du. IJCAI 2020
  • [SIGMOD] BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He. SIGMOD 2019
  • [ICDE] Revisiting the design of data stream processing systems on multi-core processors. Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze. IEEE ICDE 2017
  • [ICDE] Multi-Query Optimization for Complex Event Processing in SAP ESP. Shuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He. IEEE ICDE 2017 (Industrial and Application)

Group Members

  • Xianzhi Zeng (Incoming PhD Student; Currently as a Visiting student; from: University of Electronic Science and Technology of China)
  • Zhonghao Yang (Incoming PhD Student;Currently as a UROP+ student; from: Singapore University of Technology and Design)
  • Ismam AI Hoque (Research assistant; from: Singapore University of Technology and Design)
  • Xin Wang (Visiting student; from: Sichuan University, China)
  • Haolan He (Visiting student; from: Singapore University of Technology and Design)
  • Chenyu Wang (Visiting student; from: Singapore University of Technology and Design)
  • Yuan Li (Master Student; from: Technical University of Berlin)

Group Alumni

  • Huilin Wu (Master Student; Got full marks for his master thesis; from: Technical University of Berlin)
  • Zhenyu Wu (Research assistant; from: University of Edinburgh)
  • Yancan Mao (Visiting PhD student; from: National Univeristy of Singapore)
  • Xuemeng Cai (Visiting student; from: Singapore University of Technology and Design)

Recent Research Grants

  • Principal Investigator, FCP Research Grant (2022-2025), S$496k, Sole PI
  • Principal Investigator, FCP Research Grant (2022-2025), S$496k, Co-PI: Chen Binbin
  • Principal Investigator, TL@SUTD Seed Grant (2022-2025), S$67k, Co-PI: Lu Wei
  • Principal Investigator, SUTD-ZJU (VP) Grant (2022-2025), S$80k, Sole PI, Visiting Prof: Dongxiang Zhang
  • Principal Investigator, SUTD-Startup Grant (2021-2024), S$100k, Sole PI

Awards

  • Research Achievement Award, School of Computing, National University of Singapore, 2018-2019
  • Research Achievement Award, School of Computing, National University of Singapore, 2017-2018
  • SAP Industrial Phd Scholarship, 2014-2018
  • Dean’s List, School of Computer Engineering, Nanyang Technological University, 2010-2013
  • Singapore MOE Undergraduate Scholarship, 2010-2014

Research Interests

  • Energy-efficient distributed and parallel low latency data processing on novel hardware
  • Transactional stream processing systems
  • Large scale online machine learning and data stream mining at edges of cloud

Open Positions

Research Fellow (Postdoc)/Research Assistant/Visiting Students/PhDs/Interns positions are available. Please checkout our recent projects to see if you are interested to join our team.

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