Shuhao Zhang

According to our database, Shuhao Zhang authored at least 48 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CStream: Parallel Data Stream Compression on Multicore Edge Devices.

Xianzhi Zeng, Shuhao Zhang

IEEE Trans. Knowl. Data Eng., November, 2024

Data-Aware Adaptive Compression for Stream Processing.

Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoguang Guo, Yuxing Chen, Anqun Pan, Xiaoyong Du

IEEE Trans. Knowl. Data Eng., September, 2024

Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality.

Xilin Tang, Feng Zhang, Shuhao Zhang, Yani Liu, Bingsheng He, Xiaoyong Du

Proc. ACM Manag. Data, September, 2024

PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation.

Xianzhi Zeng, Shuhao Zhang, Hongbin Zhong, Hao Zhang, Mian Lu, Zhao Zheng, Yuqiang Chen

Proc. ACM Manag. Data, February, 2024

Predictive and Near-Optimal Sampling for View Materialization in Video Databases.

Yanchao Xu, Dongxiang Zhang, Shuhao Zhang, Sai Wu, Zexu Feng, Gang Chen

Proc. ACM Manag. Data, February, 2024

A survey on transactional stream processing.

Shuhao Zhang, Juan Soto, Volker Markl

VLDB J., 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

CoRR, 2024

StreamPrompt: Learnable Prompt-guided Data Selection for Efficient Stream Learning.

Tongjun Shi, Shuhao Zhang

CoRR, 2024

Low-Latency Video Conferencing via Optimized Packet Routing and Reordering.

Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center.

Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Fast Parallel Recovery for Transactional Stream Processing on Multicores.

Jianjun Zhao, Haikun Liu, Shuhao Zhang, Zhuohui Duan, Xiaofei Liao, Hai Jin, Yu Zhang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

MorphStream: Scalable Processing of Transactions over Streams.

Siqi Xiang, Zhonghao Yang, Jianjun Zhao, Yancan Mao, Shuhao Zhang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Data Stream Clustering: An In-depth Empirical Study.

Xin Wang, Zhengru Wang, Zhenyu Wu, Shuhao Zhang, Xuanhua Shi, Li Lu

Proc. ACM Manag. Data, 2023

MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores.

Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl

Proc. ACM Manag. Data, 2023

A Database System for State Management in Stateful Network Service Function Chains [Vision].

Zhonghao Yang, Shuhao Zhang

CoRR, 2023

Online Continual Knowledge Learning for Language Models.

Yuhao Wu, Tongjun Shi, Karthick Sharma, Chun-Wei Seah, Shuhao Zhang

CoRR, 2023

Low-Latency Video Conferencing System for Geo-Distributed Data Centers.

Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang

CoRR, 2023

Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering.

Zhengru Wang, Xin Wang, Shuhao Zhang

CoRR, 2023

MorphStream: Scalable Processing of Transactions over Streams on Multicores.

Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl

CoRR, 2023

TransNFV: Integrating Transactional Semantics for Efficient State Management in Virtual Network Functions.

Zhonghao Yang, Shuhao Zhang, Binbin Chen

CoRR, 2023

Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision].

Shuhao Zhang, Xianzhi Zeng, Yuhao Wu, Zhonghao Yang

CoRR, 2023

Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB.

Hao Zhang, Xianzhi Zeng, Shuhao Zhang, Xinyi Liu, Mian Lu, Zhao Zheng

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression.

Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Parallelizing Stream Compression for IoT Applications on Asymmetric Multicores.

Xianzhi Zeng, Shuhao Zhang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams.

Yuhao Wu, Karthick Sharma, Chun Seah, Shuhao Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Hardware-Conscious Stateful Stream Compression Framework for IoT Applications (Vision).

Xianzhi Zeng, Shuhao Zhang

Proceedings of the 17th ACM International Conference on Distributed and Event-based Systems, 2023

2022

Payment behavior prediction on shared parking lots with TR-GCN.

Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du

VLDB J., 2022

Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.

Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du

IEEE Trans. Knowl. Data Eng., 2022

A Framework for Fast Polarity Labelling of Massive Data Streams.

Huilin Wu, Mian Lu, Zhao Zheng, Shuhao Zhang

CoRR, 2022

Revisiting the Design of Parallel Stream Joins on Trusted Execution Environments.

Souhail Meftah, Shuhao Zhang, Bharadwaj Veeravalli, Khin Mi Mi Aung

Algorithms, 2022

2021

Fine-Grained Multi-Query Stream Processing on Integrated Architectures.

Feng Zhang, Chenyang Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du

IEEE Trans. Parallel Distributed Syst., 2021

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, Volker Markl

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

NebulaStream: Complex Analytics Beyond the Cloud.

Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl

Open J. Internet Things, 2020

FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures.

Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

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, Xiaoyong Du

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Towards Concurrent Stateful Stream Processing on Multicore Processors.

Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Hardware-Conscious Stream Processing: A Survey.

Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns

SIGMOD Rec., 2019

Scaling Stream Processing with Transactional State Management on Multicores.

Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He

CoRR, 2019

BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.

Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He

Proceedings of the 2019 International Conference on Management of Data, 2019

TraV: An Interactive Exploration System for Massive Trajectory Data.

Jieliang Ang, Tianyuan Fu, Johns Paul, Shuhao Zhang, Bingsheng He, Teddy Sison David Wenceslao, Sien Yi Tan

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2017

Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures.

Feng Zhang, Jidong Zhai, Bingsheng He, Shuhao Zhang, Wenguang Chen

IEEE Trans. Parallel Distributed Syst., 2017

Multi-Query Optimization for Complex Event Processing in SAP ESP.

Shuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors.

Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Melia: A MapReduce Framework on OpenCL-Based FPGAs.

Ze-ke Wang, Shuhao Zhang, Bingsheng He, Wei Zhang

IEEE Trans. Parallel Distributed Syst., 2016

Elastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures.

Shanjiang Tang, Bingsheng He, Shuhao Zhang, Zhaojie Niu

Proceedings of the International Conference for High Performance Computing, 2016

2015

To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures.

Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang

Proceedings of the 23rd IEEE International Symposium on Modeling, 2015

2014

In-Cache Query Co-Processing on Coupled CPU-GPU Architectures.

Jiong He, Shuhao Zhang, Bingsheng He

Proc. VLDB Endow., 2014

2013

OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures.

Shuhao Zhang, Jiong He, Bingsheng He, Mian Lu

Proc. VLDB Endow., 2013