Chen Xu

33 papers A* 4A 1B 1C 1Misc 1Journal 8Unranked 16
YearRankTypeTitle / Venue / Authors
2025 — conf
Apache Wayang in Action: Enabling Data Systems Integration via a Unified Data Analytics Framework.
SIGMOD Conference Companion
Kaustubh Beedkar, Aurélien Bertrand, Haralampos Gavriilidis, Augusto José Fonseca, Zoi Kaoudi, Mingxi Liu, Volker Markl, Juri Petersen, Fábio Porto, Víctor Ribeiro, Mads Sejer Pedersen, Lucas Giusti Tavares, Michalis Vargiamis, Chen Xu
2025 A* conf
Machine Learning Inference Pipeline Execution Using Pure SQL Based on Operator Fusion.
ICDE
Qingfeng Pan, Jiahe Zhi, Chenyang Zhang, Chen Xu, Zhao Zhang, Anita Shao, Guanglei Bao, Qiu Cui, Xiaowei Chen, Aoying Zhou
2025 J jnl
Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine.
Proc. ACM Manag. Data
Chenyang Zhang, Junxiong Peng, Chen Xu, Quanqing Xu, Chuanhui Yang
2025 — conf
Scheduling Data Processing Pipelines for Incremental Training on MLP-based Recommendation Models.
SIGMOD Conference Companion
Zihao Chen, Chenyang Zhang, Chen Xu, Zhao Zhang, Jiaqiang Wang, Weining Qian, Aoying Zhou
2024 A* conf
Hybrid Evaluation for Occlusion-based Explanations on CNN Inference Queries.
ICDE
Guangyao Ding, Chen Xu, Weining Qian
2024 — conf
IMBridge: Impedance Mismatch Mitigation between Database Engine and Prediction Query Execution.
SIGMOD Conference Companion
Chenyang Zhang, Junxiong Peng, Chen Xu, Quanqing Xu, Chuanhui Yang
2023 B conf
Elastic Averaging for Efficient Pipelined DNN Training.
PPoPP
Zihao Chen, Chen Xu, Weining Qian, Aoying Zhou
2022 — conf
Efficient Matrix Computation for SGD-Based Algorithms on Apache Spark.
DASFAA (1)
Baokun Han, Zihao Chen, Chen Xu, Aoying Zhou
2022 J jnl
ReMac: A Matrix Computation System with Redundancy Elimination.
Proc. VLDB Endow.
Zihao Chen, Zhizhen Xu, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou
2022 — conf
Redundancy Elimination in Distributed Matrix Computation.
SIGMOD Conference
Zihao Chen, Baokun Han, Chen Xu, Weining Qian, Aoying Zhou
2021 A conf
Beamer: An End-to-End Deep Learning Framework for Unifying Data Cleaning in DNN Model Training and Inference.
CIKM
Nifei Bi, Xiansen Chen, Chen Xu, Aoying Zhou
2021 J jnl
HyMAC: A Hybrid Matrix Computation System.
Proc. VLDB Endow.
Zihao Chen, Zhizhen Xu, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
2021 Misc conf
Hybrid Checkpointing for Iterative Processing in BSP-Based Systems.
WISA
Yi Yang, Chen Xu, Chao Kong, Aoying Zhou
2021 — conf
Hybrid Evaluation for Distributed Iterative Matrix Computation.
SIGMOD Conference
Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou
2021 — conf
Loupe: A Visualization Tool for High-Level Execution Plans in SystemDS.
DASFAA (3)
Zhizhen Xu, Zihao Chen, Chen Xu
2020 — conf
Euge: Effective Utilization of GPU Resources for Serving DNN-Based Video Analysis.
APWeb/WAIM (2)
Qihang Chen, Guangyao Ding, Chen Xu, Weining Qian, Aoying Zhou
2019 J jnl
EnAli: entity alignment across multiple heterogeneous data sources.
Frontiers Comput. Sci.
Chao Kong, Ming Gao, Chen Xu, Yunbin Fu, Weining Qian, Aoying Zhou
2019 J jnl
Optimizing model parameter for entity summarization across knowledge graphs.
J. Comb. Optim.
Jihong Yan, Chen Xu, Na Li, Ming Gao, Aoying Zhou
2018 J jnl
Fault-Tolerance for Distributed Iterative Dataflows in Action.
Proc. VLDB Endow.
Chen Xu, Rudi Poepsel Lemaitre, Juan Soto, Volker Markl
2017 J jnl
On Fault Tolerance for Distributed Iterative Dataflow Processing.
IEEE Trans. Knowl. Data Eng.
Chen Xu, Markus Holzemer, Manohar Kaul, Juan Soto, Volker Markl
2016 A* conf
Efficient fault-tolerance for iterative graph processing on distributed dataflow systems.
ICDE
Chen Xu, Markus Holzemer, Manohar Kaul, Volker Markl
2016 — conf
Entity Matching Across Multiple Heterogeneous Data Sources.
DASFAA (1)
Chao Kong, Ming Gao, Chen Xu, Weining Qian, Aoying Zhou
2015 — conf
Optimistic Recovery for Iterative Dataflows in Action.
SIGMOD Conference
Sergey Dudoladov, Chen Xu, Sebastian Schelter, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl
2015 — book
Quality-aware Scheduling for Key-value Data Stores
Chen Xu, Aoying Zhou
2014 A* conf
AQUAS: A quality-aware scheduler for NoSQL data stores.
ICDE
Chen Xu, Fan Xia, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou
2014 — conf
Common Neighbor Query-Friendly Triangulation-Based Large-Scale Graph Compression.
WISE (1)
Liang Zhang, Chen Xu, Weining Qian, Aoying Zhou
2014 J jnl
Quality-aware schedulers for weak consistency key-value data stores.
Distributed Parallel Databases
Chen Xu, Mohamed A. Sharaf, Xiaofang Zhou, Aoying Zhou
2013 — conf
Adaptive Query Scheduling in Key-Value Data Stores.
DASFAA (1)
Chen Xu, Mohamed A. Sharaf, Minqi Zhou, Aoying Zhou, Xiaofang Zhou
2013 — conf
Detecting User Preference on Microblog.
DASFAA (2)
Chen Xu, Minqi Zhou, Feng Chen, Aoying Zhou
2013 C conf
Workload-Aware Cache for Social Media Data.
APWeb
Jinxian Wei, Fan Xia, Chaofeng Sha, Chen Xu, Xiaofeng He, Aoying Zhou
2012 — conf
Finding the silver lining for data freshness on the cloud: [extended abstract].
CloudDB@CIKM
Mohamed A. Sharaf, Chen Xu, Xiaofang Zhou
2011 — conf
Optimized Data Placement for Column-Oriented Data Store in the Distributed Environment.
DASFAA Workshops
Minqi Zhou, Chen Xu
2010 — conf
Materialized view maintenance in columnar storage for massive data analysis.
IUCS
Chen Xu, Minqi Zhou, Weining Qian