Shuhao Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 44

Top Topics

Query Optimization

Multicore Processors

Event Processing

Top Venues

Proc. ACM Manag. Data

IEEE Trans. Parallel Distributed Syst.

Publications

Xianzhi Zeng, Zhuoyan Wu, Xinjing Hu, Xuanhua Shi, Shixuan Sun, Shuhao Zhang
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion. CoRR (2024)
Xianzhi Zeng, Shuhao Zhang, Hongbin Zhong, Hao Zhang, Mian Lu, Zhao Zheng, Yuqiang Chen
PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation. Proc. ACM Manag. Data 2 (1) (2024)
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoguang Guo, Yuxing Chen, Anqun Pan, Xiaoyong Du
Data-Aware Adaptive Compression for Stream Processing. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Siqi Xiang, Zhonghao Yang, Jianjun Zhao, Yancan Mao, Shuhao Zhang
MorphStream: Scalable Processing of Transactions over Streams. ICDE (2024)
Shuhao Zhang, Juan Soto, Volker Markl
A survey on transactional stream processing. VLDB J. 33 (2) (2024)
Yanchao Xu, Dongxiang Zhang, Shuhao Zhang, Sai Wu, Zexu Feng, Gang Chen
Predictive and Near-Optimal Sampling for View Materialization in Video Databases. Proc. ACM Manag. Data 2 (1) (2024)
Tongjun Shi, Shuhao Zhang
StreamPrompt: Learnable Prompt-guided Data Selection for Efficient Stream Learning. CoRR (2024)
Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. ICPP (2024)
Xin Wang, Zhengru Wang, Zhenyu Wu, Shuhao Zhang, Xuanhua Shi, Li Lu
Data Stream Clustering: An In-depth Empirical Study. Proc. ACM Manag. Data 1 (2) (2023)
Xianzhi Zeng, Shuhao Zhang
A Hardware-Conscious Stateful Stream Compression Framework for IoT Applications (Vision). DEBS (2023)
Yuhao Wu, Karthick Sharma, Chun Seah, Shuhao Zhang
SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams. EMNLP (2023)
Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl
MorphStream: Scalable Processing of Transactions over Streams on Multicores. CoRR (2023)
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du
CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression. ICDE (2023)
Shuhao Zhang, Xianzhi Zeng, Yuhao Wu, Zhonghao Yang
Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision]. CoRR (2023)
Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores. Proc. ACM Manag. Data 1 (1) (2023)
Xianzhi Zeng, Shuhao Zhang
Parallelizing Stream Compression for IoT Applications on Asymmetric Multicores. ICDE (2023)
Hao Zhang, Xianzhi Zeng, Shuhao Zhang, Xinyi Liu, Mian Lu, Zhao Zheng
Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB. ICDE (2023)
Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang
Low-Latency Video Conferencing System for Geo-Distributed Data Centers. CoRR (2023)
Zhengru Wang, Xin Wang, Shuhao Zhang
Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering. CoRR (2023)
Yuhao Wu, Tongjun Shi, Karthick Sharma, Chun-Wei Seah, Shuhao Zhang
Online Continual Knowledge Learning for Language Models. CoRR (2023)
Zhonghao Yang, Shuhao Zhang, Binbin Chen
TransNFV: Integrating Transactional Semantics for Efficient State Management in Virtual Network Functions. CoRR (2023)
Zhonghao Yang, Shuhao Zhang
A Database System for State Management in Stateful Network Service Function Chains [Vision]. CoRR (2023)
Souhail Meftah, Shuhao Zhang, Bharadwaj Veeravalli, Khin Mi Mi Aung
Revisiting the Design of Parallel Stream Joins on Trusted Execution Environments. Algorithms 15 (6) (2022)
Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du
Payment behavior prediction on shared parking lots with TR-GCN. VLDB J. 31 (5) (2022)
Shuhao Zhang, Juan Soto, Volker Markl
A Survey on Transactional Stream Processing. CoRR (2022)
Huilin Wu, Mian Lu, Zhao Zheng, Shuhao Zhang
A Framework for Fast Polarity Labelling of Massive Data Streams. CoRR (2022)
Feng Zhang, Chenyang Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du
Fine-Grained Multi-Query Stream Processing on Integrated Architectures. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl
Parallelizing Intra-Window Join on Multicores: An Experimental Study. SIGMOD Conference (2021)
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
Towards Concurrent Stateful Stream Processing on Multicore Processors. ICDE (2020)
Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl
NebulaStream: Complex Analytics Beyond the Cloud. Open J. Internet Things 6 (1) (2020)
Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du
PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction. IJCAI (2020)
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 Annual Technical Conference (2020)
Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns
Hardware-Conscious Stream Processing: A Survey. CoRR (2020)
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
Scaling Stream Processing with Transactional State Management on Multicores. CoRR (2019)
Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns
Hardware-Conscious Stream Processing: A Survey. SIGMOD Rec. 48 (4) (2019)
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. CoRR (2019)
Jieliang Ang, Tianyuan Fu, Johns Paul, Shuhao Zhang, Bingsheng He, Teddy Sison David Wenceslao, Sien Yi Tan
TraV: An Interactive Exploration System for Massive Trajectory Data. BigMM (2019)
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. SIGMOD Conference (2019)
Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze
Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors. ICDE (2017)
Feng Zhang, Jidong Zhai, Bingsheng He, Shuhao Zhang, Wenguang Chen
Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Shuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He
Multi-Query Optimization for Complex Event Processing in SAP ESP. ICDE (2017)
Shanjiang Tang, Bingsheng He, Shuhao Zhang, Zhaojie Niu
Elastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures. SC (2016)
Ze-ke Wang, Shuhao Zhang, Bingsheng He, Wei Zhang
Melia: A MapReduce Framework on OpenCL-Based FPGAs. IEEE Trans. Parallel Distributed Syst. 27 (12) (2016)
Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang
To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures. MASCOTS (2015)
Jiong He, Shuhao Zhang, Bingsheng He
In-Cache Query Co-Processing on Coupled CPU-GPU Architectures. Proc. VLDB Endow. 8 (4) (2014)
Shuhao Zhang, Jiong He, Bingsheng He, Mian Lu
OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures. Proc. VLDB Endow. 6 (12) (2013)