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ORCIDShimin Chen
Person information
- affiliation: Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
- affiliation: University of Chinese Academy of Sciences (UCAS), Beijing, China
- affiliation (former): Intel Labs, Pittsburgh, PA, USA
- affiliation (former, PhD 2005): Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, USA
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Journal Articles
- 2023
[j25]Zhuoxuan Liu
, Shimin Chen:
Pea Hash: A Performant Extendible Adaptive Hashing Index. Proc. ACM Manag. Data 1(1): 108:1-108:25 (2023)- [j24]Zehai Yang, Shimin Chen:
MOST: Model-Based Compression with Outlier Storage for Time Series Data. Proc. ACM Manag. Data 1(4): 250:1-250:29 (2023) - [j23]Gang Liu, Leying Chen, Shimin Chen:
Zen+: a robust NUMA-aware OLTP engine optimized for non-volatile main memory. VLDB J. 32(1): 123-148 (2023) - 2022
- [j22]Herodotos Herodotou, Panos K. Chrysanthis, Shimin Chen, Meichun Hsu, Khuzaima Daudjee, Yingjun Wu, Constantinos Costa:
Introduction to the special issue on self‑managing and hardware‑optimized database systems 2020. Distributed Parallel Databases 40(1): 1-3 (2022) - [j21]Leon Lee, Siphrey Xie, Yunus Ma, Shimin Chen:
Index Checkpoints for Instant Recovery in In-Memory Database Systems. Proc. VLDB Endow. 15(8): 1671-1683 (2022) - [j20]Zichun Huang, Shimin Chen:
Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations. Proc. VLDB Endow. 15(10): 2244-2256 (2022) - 2021
- [j19]Songjie Niu, Shimin Chen:
TransGPerf: Exploiting Transfer Learning for Modeling Distributed Graph Computation Performance. J. Comput. Sci. Technol. 36(4): 778-791 (2021) - [j18]Gang Liu, Leying Chen, Shimin Chen:
Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory. Proc. VLDB Endow. 14(5): 835-848 (2021) - [j17]Jiacheng Wu, Yong Zhang, Shimin Chen, Yu Chen, Jin Wang, Chunxiao Xing:
Updatable Learned Index with Precise Positions. Proc. VLDB Endow. 14(8): 1276-1288 (2021) - 2020
- [j16]Shimin Chen, Panos K. Chrysanthis, Khuzaima Daudjee, Meichun Hsu, Mohammad Sadoghi:
Introduction to the special issue on Self-managing and Hardware-Optimized Database Systems 2019. Distributed Parallel Databases 38(4): 767-769 (2020) - [j15]Jihang Liu, Shimin Chen:
Initial experience with 3D XPoint main memory. Distributed Parallel Databases 38(4): 865-880 (2020) - [j14]Jihang Liu, Shimin Chen, Lujun Wang:
LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory. Proc. VLDB Endow. 13(7): 1078-1090 (2020) - 2019
- [j13]Wentao Han, Kaiwei Li, Shimin Chen, Wenguang Chen:
Auxo: a temporal graph management system. Big Data Min. Anal. 2(1): 58-71 (2019) - 2017
- [j12]Zhiyi Wang, Dongyan Zhou, Shimin Chen:
STEED: An Analytical Database System for TrEE-structured Data. Proc. VLDB Endow. 10(12): 1897-1900 (2017) - 2016
- [j11]Yanfeng Zhang, Shimin Chen, Ge Yu:
Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduce. IEEE Trans. Knowl. Data Eng. 28(12): 3218-3230 (2016) - 2015
- [j10]Shimin Chen, Qin Jin:
Persistent B+-Trees in Non-Volatile Main Memory. Proc. VLDB Endow. 8(7): 786-797 (2015) - [j9]Shimin Chen, Qiong Luo, Xiaofeng Meng:
Report on the International Workshop on Big Data Management on Emerging Hardware (HardBD 2015). SIGMOD Rec. 44(3): 60-61 (2015) - [j8]Yanfeng Zhang, Shimin Chen, Qiang Wang, Ge Yu:
i2 MapReduce: Incremental MapReduce for Mining Evolving Big Data. IEEE Trans. Knowl. Data Eng. 27(7): 1906-1919 (2015) - [j7]Jia Chen, Qin Jin, Shenghua Bao, Zhong Su, Shimin Chen, Yong Yu:
Exploitation and Exploration Balanced Hierarchical Summary for Landmark Images. IEEE Trans. Multim. 17(10): 1773-1786 (2015) - [j6]Manos Athanassoulis, Shimin Chen, Anastasia Ailamaki, Phillip B. Gibbons, Radu Stoica:
Online Updates on Data Warehouses via Judicious Use of Solid-State Storage. ACM Trans. Database Syst. 40(1): 6:1-6:42 (2015) - 2011
- [j5]Shimin Chen, Phillip B. Gibbons, Michael Kozuch, Todd C. Mowry:
Log-based architectures: using multicore to help software behave correctly. ACM SIGOPS Oper. Syst. Rev. 45(1): 84-91 (2011) - 2010
- [j4]Manos Athanassoulis, Anastasia Ailamaki, Shimin Chen, Phillip B. Gibbons, Radu Stoica:
Flash in a DBMS: Where and How? IEEE Data Eng. Bull. 33(4): 28-34 (2010) - [j3]Shimin Chen, Anastasia Ailamaki, Manos Athanassoulis, Phillip B. Gibbons, Ryan Johnson, Ippokratis Pandis, Radu Stoica:
TPC-E vs. TPC-C: characterizing the new TPC-E benchmark via an I/O comparison study. SIGMOD Rec. 39(3): 5-10 (2010) - 2009
- [j2]Shimin Chen, Michael Kozuch, Phillip B. Gibbons, Michael P. Ryan, Theodoros Strigkos, Todd C. Mowry, Olatunji Ruwase, Evangelos Vlachos, Babak Falsafi, Vijaya Ramachandran:
Flexible Hardware Acceleration for Instruction-Grain Lifeguards. IEEE Micro 29(1): 62-72 (2009) - 2007
- [j1]Shimin Chen, Anastassia Ailamaki, Phillip B. Gibbons, Todd C. Mowry:
Improving hash join performance through prefetching. ACM Trans. Database Syst. 32(3): 17 (2007)
Conference and Workshop Papers
- 2022
- [c41]Wei Li, Shimin Chen, Jianyang Gu, Ning Wang, Chen Chen, Yandong Guo:
MV-TAL: Mulit-view Temporal Action Localization in Naturalistic Driving. CVPR Workshops 2022: 3241-3247 - [c40]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. MMSports@MM 2022: 75-86 - 2021
- [c39]Mengsu Ding, Shimin Chen, Nantia Makrynioti, Stefan Manegold:
Progressive Join Algorithms Considering User Preference. CIDR 2021 - [c38]Shaonan Ma, Kang Chen, Shimin Chen, Mengxing Liu, Jianglang Zhu, Hongbo Kang, Yongwei Wu:
ROART: Range-query Optimized Persistent ART. FAST 2021: 1-16 - [c37]Leying Chen, Shimin Chen:
How Does Updatable Learned Index Perform on Non-Volatile Main Memory? ICDE Workshops 2021: 66-71 - 2019
- [c36]Jihang Liu, Shimin Chen:
Initial Experience with 3D XPoint Main Memory. ICDE Workshops 2019: 300-305 - [c35]Mengsu Ding, Shimin Chen:
Efficient Partitioning and Query Processing of Spatio-Temporal Graphs with Trillion Edges. ICDE 2019: 1714-1717 - 2017
- [c34]Yanfeng Zhang, Shimin Chen, Ge Yu:
Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduce. ICDE 2017: 67-68 - [c33]Zhiyi Wang, Shimin Chen:
Exploiting Common Patterns for Tree-Structured Data. SIGMOD Conference 2017: 883-896 - 2016
- [c32]Dongxiao Song, Shimin Chen:
Exploiting SIMD for complex numerical predicates. ICDE Workshops 2016: 143-149 - [c31]Yanfeng Zhang, Shimin Chen, Qiang Wang, Ge Yu:
i2MapReduce: Incremental mapreduce for mining evolving big data. ICDE 2016: 1482-1483 - 2015
- [c30]Songjie Niu, Shimin Chen:
Optimizing CPU cache performance for Pregel-like graph computation. ICDE Workshops 2015: 149-154 - 2014
- [c29]Zhao Cao, Shimin Chen, Dongzhe Ma, Jianhua Feng, Min Wang:
Efficient and Flexible Index Access in MapReduce. EDBT 2014: 61-72 - 2013
- [c28]Zhao Cao, Shimin Chen, Feifei Li, Min Wang, Xiaoyang Sean Wang:
LogKV: Exploiting Key-Value Stores for Log Processing. CIDR 2013 - [c27]Yanfeng Zhang, Shimin Chen:
i2MapReduce: incremental iterative MapReduce. Cloud-I 2013: 3:1-3:4 - [c26]Lijiang Chen, Yibing Zhao, Shimin Chen, Hui Fang, Chengkai Li, Min Wang:
iPLUG: Personalized List Recommendation in Twitter. WISE (2) 2013: 88-103 - [c25]Peng Jiang, Huiman Hou, Lijiang Chen, Shimin Chen, Conglei Yao, Chengkai Li, Min Wang:
Wiki3C: exploiting wikipedia for context-aware concept categorization. WSDM 2013: 345-354 - 2012
- [c24]Michelle L. Goodstein, Shimin Chen, Phillip B. Gibbons, Michael A. Kozuch, Todd C. Mowry:
Chrysalis analysis: incorporating synchronization arcs in dataflow-analysis-based parallel monitoring. PACT 2012: 201-212 - 2011
- [c23]Yan Zhu, Hongxin Hu, Gail-Joon Ahn, Xiaorui Gong, Shimin Chen:
Poster: temporal attribute-based encryption in clouds. CCS 2011: 881-884 - [c22]Shimin Chen, Phillip B. Gibbons, Suman Nath:
Rethinking Database Algorithms for Phase Change Memory. CIDR 2011: 21-31 - [c21]Yan Zhu, Hongxin Hu, Gail-Joon Ahn, Yujing Han, Shimin Chen:
Collaborative integrity verification in hybrid clouds. CollaborateCom 2011: 191-200 - [c20]Sean M. Snyder, Shimin Chen, Panos K. Chrysanthis, Alexandros Labrinidis:
QMD: exploiting flash for energy efficient disk arrays. DaMoN 2011: 41-49 - [c19]Yifeng Geng, Shimin Chen, Yongwei Wu, Ryan Wu, Guangwen Yang, Weimin Zheng:
Location-Aware MapReduce in Virtual Cloud. ICPP 2011: 275-284 - [c18]Manos Athanassoulis, Shimin Chen, Anastasia Ailamaki, Phillip B. Gibbons, Radu Stoica:
MaSM: efficient online updates in data warehouses. SIGMOD Conference 2011: 865-876 - 2010
- [c17]Michelle L. Goodstein, Evangelos Vlachos, Shimin Chen, Phillip B. Gibbons, Michael A. Kozuch, Todd C. Mowry:
Butterfly analysis: adapting dataflow analysis to dynamic parallel monitoring. ASPLOS 2010: 257-270 - [c16]Evangelos Vlachos, Michelle L. Goodstein, Michael A. Kozuch, Shimin Chen, Babak Falsafi, Phillip B. Gibbons, Todd C. Mowry:
ParaLog: enabling and accelerating online parallel monitoring of multithreaded applications. ASPLOS 2010: 271-284 - [c15]Olatunji Ruwase, Shimin Chen, Phillip B. Gibbons, Todd C. Mowry:
Decoupled lifeguards: enabling path optimizations for dynamic correctness checking tools. PLDI 2010: 25-35 - [c14]Shimin Chen, Phillip B. Gibbons, Suman Nath:
PR-join: a non-blocking join achieving higher early result rate with statistical guarantees. SIGMOD Conference 2010: 147-158 - 2009
- [c13]Shimin Chen:
FlashLogging: exploiting flash devices for synchronous logging performance. SIGMOD Conference 2009: 73-86 - 2008
- [c12]Shimin Chen, Michael Kozuch, Theodoros Strigkos, Babak Falsafi, Phillip B. Gibbons, Todd C. Mowry, Vijaya Ramachandran, Olatunji Ruwase, Michael P. Ryan, Evangelos Vlachos:
Flexible Hardware Acceleration for Instruction-Grain Program Monitoring. ISCA 2008: 377-388 - [c11]Guy E. Blelloch, Rezaul Alam Chowdhury, Phillip B. Gibbons, Vijaya Ramachandran, Shimin Chen, Michael Kozuch:
Provably good multicore cache performance for divide-and-conquer algorithms. SODA 2008: 501-510 - [c10]Olatunji Ruwase, Phillip B. Gibbons, Todd C. Mowry, Vijaya Ramachandran, Shimin Chen, Michael Kozuch, Michael P. Ryan:
Parallelizing dynamic information flow tracking. SPAA 2008: 35-45 - 2007
- [c9]Shimin Chen, Phillip B. Gibbons, Michael Kozuch, Vasileios Liaskovitis, Anastassia Ailamaki, Guy E. Blelloch, Babak Falsafi, Limor Fix, Nikos Hardavellas, Todd C. Mowry, Chris Wilkerson:
Scheduling threads for constructive cache sharing on CMPs. SPAA 2007: 105-115 - 2006
- [c8]Shimin Chen, Babak Falsafi, Phillip B. Gibbons, Michael Kozuch, Todd C. Mowry, Radu Teodorescu, Anastassia Ailamaki, Limor Fix, Gregory R. Ganger, Bin Lin, Steven W. Schlosser:
Log-based architectures for general-purpose monitoring of deployed code. ASID 2006: 63-65 - [c7]Vasileios Liaskovitis, Shimin Chen, Phillip B. Gibbons, Anastassia Ailamaki, Guy E. Blelloch, Babak Falsafi, Limor Fix, Nikos Hardavellas, Michael Kozuch, Todd C. Mowry, Chris Wilkerson:
Parallel depth first vs. work stealing schedulers on CMP architectures. SPAA 2006: 330 - 2005
- [c6]Shimin Chen, Phillip B. Gibbons, Suman Nath:
Database-Centric Programming for Wide-Area Sensor Systems. DCOSS 2005: 89-108 - [c5]Shimin Chen, Anastassia Ailamaki, Phillip B. Gibbons, Todd C. Mowry:
Inspector Joins. VLDB 2005: 817-828 - 2004
- [c4]Shimin Chen, Anastassia Ailamaki, Phillip B. Gibbons, Todd C. Mowry:
Improving Hash Join Performance through Prefetching. ICDE 2004: 116-127 - [c3]Roger S. Barga, Shimin Chen, David B. Lomet:
Improving Logging and Recovery Performance in Phoenix/App. ICDE 2004: 486-497 - 2002
- [c2]Shimin Chen, Phillip B. Gibbons, Todd C. Mowry, Gary Valentin:
Fractal prefetching B±Trees: optimizing both cache and disk performance. SIGMOD Conference 2002: 157-168 - 2001
- [c1]Shimin Chen, Phillip B. Gibbons, Todd C. Mowry:
Improving Index Performance through Prefetching. SIGMOD Conference 2001: 235-246
Editorship
- 2018
- [e2]Malú Castellanos, Panos K. Chrysanthis, Badrish Chandramouli, Shimin Chen:
Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2018, Rio de Janeiro, Brazil, August 27, 2018. ACM 2018 [contents] - 2012
- [e1]Shimin Chen, Stavros Harizopoulos:
Proceedings of the Eighth International Workshop on Data Management on New Hardware, DaMoN 2012, Scottsdale, AZ, USA, May 21, 2012. ACM 2012, ISBN 978-1-4503-1445-9 [contents]
Informal and Other Publications
- 2022
- [i8]Shimin Chen, Chen Chen, Wei Li, Xunqiang Tao, Yandong Guo:
Faster-TAD: Towards Temporal Action Detection with Proposal Generation and Classification in a Unified Network. CoRR abs/2204.02674 (2022) - [i7]Shimin Chen, Wei Li, Chen Chen, Jianyang Gu, Jiaming Chu, Xunqiang Tao, Yandong Guo:
SEAL: A Large-scale Video Dataset of Multi-grained Spatio-temporally Action Localization. CoRR abs/2204.02688 (2022) - [i6]Zichun Huang, Shimin Chen:
Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations (extended version). CoRR abs/2206.04995 (2022) - [i5]Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li:
SoccerNet 2022 Challenges Results. CoRR abs/2210.02365 (2022) - 2021
- [i4]Jiacheng Wu, Yong Zhang, Shimin Chen, Jin Wang, Yu Chen, Chunxiao Xing:
Updatable Learned Index with Precise Positions. CoRR abs/2104.05520 (2021) - 2019
- [i3]Mengsu Ding, Muqiao Yang, Shimin Chen:
Storing and Querying Large-Scale Spatio-Temporal Graphs with High-Throughput Edge Insertions. CoRR abs/1904.09610 (2019) - 2018
- [i2]Dongyan Zhou, Songjie Niu, Shimin Chen:
Efficient Graph Computation for Node2Vec. CoRR abs/1805.00280 (2018) - 2015
- [i1]Yanfeng Zhang, Shimin Chen, Qiang Wang, Ge Yu:
i2MapReduce: Incremental MapReduce for Mining Evolving Big Data. CoRR abs/1501.04854 (2015)
Coauthor Index
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