Shuhao Zhang, Tony (张书豪)
Technische Universität Berlin
Database Systems and Information Management Group (DIMA)
Office: EN level 7 Room 721, Einsteinufer 17, EN721 Technische Universität Berlin, 10587 Berlin Germany
tel: +49 3031476663
E-mail: firstname.lastname@example.org / email@example.com
I'm looking for students to work with me, feel free to approach!
I'm glad to review database/systems-related research papers.
Shuhao Zhang is currently postdoctoral researcher in Technische Universität Berlin working with Prof.Volker Markl. 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/Assisitant 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 had served as PC member of CIKM 2019, CCIS 2019 and ICDCS 2020.
My primary research areas are Database Systems and Big Data Management and Analytics (ML?1). Specifically, my current research interests are as follows:
[Hardware Conscious Stream Processing]
FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures [Paper]
To appear in the USENIX Annual Technical Conference (USENIX ATC), 2020.
Towards Concurrent Stateful Stream Processing on Multicore Processors [paper]
Proceedings of the 36st IEEE International Conference on Data Engineering (ICDE), 2020.
Hardware-Conscious Stream Processing: A Survey [Paper]
ACM SIGMOD Record (SIGMOD Rec), Volume: 48 , Issue: 4 , December 31 2019.
Proceedings of the 2019 International Conference on Management of Data (SIGMOD), 2019.
Proceedings of the 33st IEEE International Conference on Data Engineering (ICDE), 2017.
[Hardware Conscious Batch Processing]
Understanding Co-running Behaviors on Integrated CPU/GPU Architectures [Paper]
IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume: 28 , Issue: 3 , March 1 2017.
Melia: A MapReduce Framework on OpenCL-Based FPGAs [Paper]
IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume: 27 , Issue: 12 , Dec. 1 2016.
Elastic Multi-Resource Fairness: Balancing Fairness and Efficiency in Coupled CPU-GPU Architectures [Paper]
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2016.
Proceedings of the 23rd International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), 2015. (short-paper)
In-Cache Query Co-Processing on Coupled CPU-GPU Architectures [Paper]
Proceedings of the 39th International Conference on Very Large Data Bases (VLDB), 2013.
Proceedings of the 39th International Conference on Very Large Data Bases (VLDB), 2013. (demo)
[Stream Processing Applications]
TraV: An Interactive Trajectory Exploration System For Massive Data Sets [Paper]
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data (IEEE BIGMM), 2019. (demo)
Multi-Query Optimization for Complex Event Processing in SAP ESP [Paper]
Proceedings of the 33st IEEE International Conference on Data Engineering (ICDE), 2017. (Industrial and Application)
[Machine Learning Systems and Applications]
PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction
International Joint Conference on Artificial Intelligence --Pacific Rim International Conference on Artificial Intelligence (IJCAI), 2020.
[Program Committee Member]