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:Secure Computing, Software Design, Artificial and Augmented Intelligence, Data Science

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 in 2019, 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.

Work Experience

  • 2020 – 2021: Postdoc Researcher, TU Berlin
  • 2019 – 2020: Research Scientist, I2R
  • 2018 – 2019: Research Associate, NUS
  • 2014 – 2018: Research Scholar, SAP Innovation Center Network, Singapore

Education

  • 2014 – 2019: PhD, school of computing, NUS
  • 2010 – 2014: BA (1st hons) in computer engineering, NTU

Professional Activities

  • PC Member: CIKM 2019, ICDCS 2020, HiPC 2020, CCgrid 2021, ICPP 2021
  • Invited Reviewer: TPDS, TKDE, TCC, ICPP, IS

Featured Publications

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

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

Research Interests

  • Big data management systems on modern hardware (with special interests in stream processing and timeseries management)
  • Distributed and parallel computing in IoT
  • Emerging ML/AI applications
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