OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures. - Shuhao Zhang 001; Jiong He; Bingsheng He; Mian Lu (Proc. VLDB Endow., 2013)

In-Cache Query Co-Processing on Coupled CPU-GPU Architectures. - Jiong He; Shuhao Zhang 001; Bingsheng He (Proc. VLDB Endow., 2014)

To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures. - Feng Zhang 007; Jidong Zhai; Wenguang Chen; Bingsheng He; Shuhao Zhang 001 (MASCOTS, 2015)

Elastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures. - Shanjiang Tang; Bingsheng He; Shuhao Zhang 001; Zhaojie Niu (SC, 2016)

Melia: A MapReduce Framework on OpenCL-Based FPGAs. - Ze-ke Wang; Shuhao Zhang 001; Bingsheng He; Wei Zhang 012 (IEEE Trans. Parallel Distributed Syst., 2016)

Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors. - Shuhao Zhang 001; Bingsheng He; Daniel Dahlmeier; Amelie Chi Zhou; Thomas Heinze 001 (ICDE, 2017)

Multi-Query Optimization for Complex Event Processing in SAP ESP. - Shuhao Zhang 001; Hoang Tam Vo; Daniel Dahlmeier; Bingsheng He (ICDE, 2017)

Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures. - Feng Zhang 007; Jidong Zhai; Bingsheng He; Shuhao Zhang 001; Wenguang Chen (IEEE Trans. Parallel Distributed Syst., 2017)

TraV: An Interactive Exploration System for Massive Trajectory Data. - Jieliang Ang; Tianyuan Fu; Johns Paul; Shuhao Zhang 001; Bingsheng He; Teddy Sison David Wenceslao; Sien Yi Tan (BigMM, 2019)

BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. - Shuhao Zhang 001; Jiong He; Amelie Chi Zhou; Bingsheng He (SIGMOD Conference, 2019)

Scaling Stream Processing with Transactional State Management on Multicores. - Shuhao Zhang 001; Yingjun Wu; Feng Zhang 007; Bingsheng He (CoRR, 2019)

Hardware-Conscious Stream Processing: A Survey. - Shuhao Zhang 001; Feng Zhang 007; Yingjun Wu; Bingsheng He; Paul Johns (SIGMOD Rec., 2019)

Towards Concurrent Stateful Stream Processing on Multicore Processors. - Shuhao Zhang 001; Yingjun Wu; Feng Zhang 007; Bingsheng He (ICDE, 2020)

PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction. - Feng Zhang 007; Ningxuan Feng; Yani Liu; Cheng Yang 002; Jidong Zhai; Shuhao Zhang 001; Bingsheng He; Jiazao Lin; Xiaoyong Du 001 (IJCAI, 2020)

FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures. - Feng Zhang 007; Lin Yang; Shuhao Zhang 001; Bingsheng He; Wei Lu 015; Xiaoyong Du 001 (USENIX ATC, 2020)

NebulaStream: Complex Analytics Beyond the Cloud. - Steffen Zeuch; Eleni Tzirita Zacharatou; Shuhao Zhang 001; Xenofon Chatziliadis; Ankit Chaudhary; Bonaventura Del Monte; Dimitrios Giouroukis; Philipp M. Grulich; Ariane Ziehn; Volker Markl (Open J. Internet Things, 2020)

Parallelizing Intra-Window Join on Multicores: An Experimental Study. - Shuhao Zhang 001; Yancan Mao; Jiong He; Philipp M. Grulich; Steffen Zeuch; Bingsheng He; Richard T. B. Ma; Volker Markl (SIGMOD Conference, 2021)

Fine-Grained Multi-Query Stream Processing on Integrated Architectures. - Feng Zhang 007; Chenyang Zhang 005; Lin Yang; Shuhao Zhang 001; Bingsheng He; Wei Lu 015; Xiaoyong Du 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Revisiting the Design of Parallel Stream Joins on Trusted Execution Environments. - Souhail Meftah; Shuhao Zhang 001; Bharadwaj Veeravalli; Khin Mi Mi Aung (Algorithms, 2022)

A Framework for Fast Polarity Labelling of Massive Data Streams. - Huilin Wu; Mian Lu; Zhao Zheng; Shuhao Zhang 001 (CoRR, 2022)

Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction. - Feng Zhang 007; Yani Liu; Ningxuan Feng; Cheng Yang 002; Jidong Zhai; Shuhao Zhang 001; Bingsheng He; Jiazao Lin; Xiao Zhang 001; Xiaoyong Du 001 (IEEE Trans. Knowl. Data Eng., 2022)

Payment behavior prediction on shared parking lots with TR-GCN. - Qingyu Xu; Feng Zhang 007; Mingde Zhang; Jidong Zhai; Bingsheng He; Cheng Yang 002; Shuhao Zhang 001; Jiazao Lin; Haidi Liu; Xiaoyong Du 001 (VLDB J., 2022)

A Hardware-Conscious Stateful Stream Compression Framework for IoT Applications (Vision). - Xianzhi Zeng; Shuhao Zhang 001 (DEBS, 2023)

SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams. - Yuhao Wu; Karthick Sharma; Chun Seah; Shuhao Zhang 001 (EMNLP, 2023)

Parallelizing Stream Compression for IoT Applications on Asymmetric Multicores. - Xianzhi Zeng; Shuhao Zhang 001 (ICDE, 2023)

CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression. - Yu Zhang 027; Feng Zhang 007; Hourun Li; Shuhao Zhang 001; Xiaoyong Du 001 (ICDE, 2023)

Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB. - Hao Zhang 029; Xianzhi Zeng; Shuhao Zhang 001; Xinyi Liu; Mian Lu; Zhao Zheng (ICDE, 2023)

Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision]. - Shuhao Zhang 001; Xianzhi Zeng; Yuhao Wu; Zhonghao Yang 005 (CoRR, 2023)

TransNFV: Integrating Transactional Semantics for Efficient State Management in Virtual Network Functions. - Zhonghao Yang 005; Shuhao Zhang 001; Binbin Chen 001 (CoRR, 2023)

MorphStream: Scalable Processing of Transactions over Streams on Multicores. - Yancan Mao; Jianjun Zhao 003; Zhonghao Yang 005; Shuhao Zhang 001; Haikun Liu; Volker Markl (CoRR, 2023)

Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering. - Zhengru Wang; Xin Wang 120; Shuhao Zhang 001 (CoRR, 2023)

Low-Latency Video Conferencing System for Geo-Distributed Data Centers. - Yao Xiao; Sitian Chen; Amelie Chi Zhou; Shuhao Zhang 001; Yi Wang 003; Rui Mao 001; Xuan Yang (CoRR, 2023)

Online Continual Knowledge Learning for Language Models. - Yuhao Wu; Tongjun Shi; Karthick Sharma; Chun-Wei Seah; Shuhao Zhang 001 (CoRR, 2023)

A Database System for State Management in Stateful Network Service Function Chains [Vision]. - Zhonghao Yang 005; Shuhao Zhang 001 (CoRR, 2023)

MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores. - Yancan Mao; Jianjun Zhao 003; Shuhao Zhang 001; Haikun Liu; Volker Markl (Proc. ACM Manag. Data, 2023)

Data Stream Clustering: An In-depth Empirical Study. - Xin Wang 120; Zhengru Wang; Zhenyu Wu; Shuhao Zhang 001; Xuanhua Shi; Li Lu (Proc. ACM Manag. Data, 2023)

MorphStream: Scalable Processing of Transactions over Streams. - Siqi Xiang; Zhonghao Yang 005; Jianjun Zhao 003; Yancan Mao; Shuhao Zhang 001 (ICDE, 2024)

Fast Parallel Recovery for Transactional Stream Processing on Multicores. - Jianjun Zhao 003; Haikun Liu; Shuhao Zhang 001; Zhuohui Duan; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (ICDE, 2024)

MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm. - Zhengru Wang; Xin Wang 120; Shuhao Zhang 001 (ICDM, 2024)

PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. - Dingyu Yang; Ziyang Xiao; Dongxiang Zhang; Shuhao Zhang 001; Jian Cao 001; Gang Chen 001 (ICPP, 2024)

Low-Latency Video Conferencing via Optimized Packet Routing and Reordering. - Yao Xiao; Sitian Chen; Amelie Chi Zhou; Shuhao Zhang 001; Yi Wang 003; Rui Mao 001; Xuan Yang (IWQoS, 2024)

LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication. - Xianzhi Zeng; Wenchao Jiang; Shuhao Zhang 001 (NeurIPS, 2024)

StreamPrompt: Learnable Prompt-guided Data Selection for Efficient Stream Learning. - Tongjun Shi; Shuhao Zhang 001 (CoRR, 2024)

CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion. - Xianzhi Zeng; Zhuoyan Wu; Xinjing Hu; Xuanhua Shi; Shixuan Sun; Shuhao Zhang 001 (CoRR, 2024)

A survey on transactional stream processing. - Shuhao Zhang 001; Juan Soto 001; Volker Markl (VLDB J., 2024)

Predictive and Near-Optimal Sampling for View Materialization in Video Databases. - Yanchao Xu; Dongxiang Zhang; Shuhao Zhang 001; Sai Wu; Zexu Feng; Gang Chen 001 (Proc. ACM Manag. Data, 2024)

PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation. - Xianzhi Zeng; Shuhao Zhang 001; Hongbin Zhong; Hao Zhang 029; Mian Lu; Zhao Zheng; Yuqiang Chen (Proc. ACM Manag. Data, 2024)

Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality. - Xilin Tang; Feng Zhang 007; Shuhao Zhang 001; Yani Liu; Bingsheng He; Xiaoyong Du 001 (Proc. ACM Manag. Data, 2024)

Data-Aware Adaptive Compression for Stream Processing. - Yu Zhang 027; Feng Zhang 007; Hourun Li; Shuhao Zhang 001; Xiaoguang Guo; Yuxing Chen; Anqun Pan; Xiaoyong Du 001 (IEEE Trans. Knowl. Data Eng., 2024)

CStream: Parallel Data Stream Compression on Multicore Edge Devices. - Xianzhi Zeng; Shuhao Zhang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Towards High-Performance Transactional Stateful Serverless Workflows with Affinity-Aware Leasing. - Jianjun Zhao 003; Haikun Liu; Shuhao Zhang 001; Haodi Lu; Yancan Mao; Zhuohui Duan; Xiaofei Liao; Hai Jin 001 (USENIX ATC, 2025)

MAST: Towards Efficient Analytical Query Processing on Point Cloud Data. - Jiangneng Li; Haitao Yuan 002; Gao Cong; Han Mao Kiah; Shuhao Zhang 001 (Proc. ACM Manag. Data, 2025)

Scalable Transactional Stream Processing on Multicore Processors. - Jianjun Zhao 003; Yancan Mao; Zhonghao Yang 005; Haikun Liu; Shuhao Zhang 001 (IEEE Trans. Knowl. Data Eng., 2025)