基本信息
周江 男 硕导 中国科学院信息工程研究所
电子邮件： zhoujiang@iie.ac.cn
通信地址： 北京市海淀区树村路19号
邮政编码： 100085
招生信息
招生专业
0812Z1-信息安全
081201-计算机系统结构
081201-计算机系统结构
招生方向
数据安全、安全云存储、非易失性存储系统、智能计算
教育背景
2009-09--2014-07 中国科学院计算技术研究所 博士，获工学博士学位
2006-09--2008-07 华中科技大学计算机学院 硕士，获工学硕士学位
2006-09--2008-07 华中科技大学计算机学院 硕士，获工学硕士学位
工作经历
工作简历
2019-11~现在, 中国科学院信息工程研究所, 任职副研究员
2015-02~2018-02,美国德州理工大学, 从事博士后研究
2014-07~2019-10,中国科学院信息工程研究所, 任职助理研究员
2015-02~2018-02,美国德州理工大学, 从事博士后研究
2014-07~2019-10,中国科学院信息工程研究所, 任职助理研究员
社会兼职
2022-04-01-2024-04-01,中国信通院数安智库专家, 数据安全推进计划数安智库专家
教授课程
隐私保护技术
专利与奖励
专利成果
[1] 周江, 宿林, 李波, 王伟平. 基于序列预测的日志异常检测方法及装置. CN: CN113434357B, 2023-04-11.
[2] 周江, 宿林, 李波, 王伟平. 基于序列预测的日志异常检测方法及装置. CN: CN113434357A, 2021-09-24.
[3] 马灿, 王伟平, 孟丹, 周江, 王有为. 一种基于共享存储池的分布式事务处理方法. CN: CN103399894A, 2013-11-20.
[2] 周江, 宿林, 李波, 王伟平. 基于序列预测的日志异常检测方法及装置. CN: CN113434357A, 2021-09-24.
[3] 马灿, 王伟平, 孟丹, 周江, 王有为. 一种基于共享存储池的分布式事务处理方法. CN: CN103399894A, 2013-11-20.
出版信息
发表论文
[1] The 8th APWeb-WAIM joint international conference on Web and Big Data. 2024, 第 2 作者 通讯作者
[2] Journal of Computer Security. 2024, 第 2 作者 通讯作者
[3] Computers & Security. 2024, 第 2 作者 通讯作者
[4] 贾紫繁, 刘青松, 周江, 古晓艳, Zhang Yaoyu, 李波, 王伟平. Optimal Caching for Partial-observation Regime and Beyond. IEEE Transactions on Services Computing[J]. 2024, 第 3 作者 通讯作者 null(null):
[5] 宋纯丽, 周玉灿, 朱文球, 周江, 古晓艳, 李波. Noise-Aware Person Re-identification via Local Uncertainty Estimation. IJCNN. 2024, 第 4 作者null(null):
[6] 孙淦, 周江, 李波, 古晓艳, 王伟平, Shuibing He. FTGraph: A Flexible Tree-based Graph Store on Persistent Memory for Large-Scale Dynamic Graphs. CLUSTER. 2024, 第 2 作者 通讯作者 null(null):
[7] 李淇, 周玉灿, 周江, 古晓艳, 李波. Tackling Feature Skew in Heterogeneous Federated Learning with Semantic Enhancement. IEEE International Conference on Multimedia and Expo. 2024, 第 3 作者null(null):
[8] IEEE International Conference on Cluster Computing (CLUSTER). 2024, 第 2 作者 通讯作者
[9] ACM International Conference on Multimedia. 2023, 第 4 作者
[10] Zhou, Jiang, Chen, Yong, Zheng, Mai, Wang, Weiping. Data Distribution for Heterogeneous Storage Systems. IEEE TRANSACTIONS ON COMPUTERS[J]. 2023, 第 1 作者72(6): 1747-1762, http://dx.doi.org/10.1109/TC.2022.3223302.
[11] IEEE Transactions on Computers. 2023, 第 1 作者
[12] 陈榉烁, 代飞飞, 古晓艳, 周江, 李波, 王伟平. Universal Domain Adaptive Network Embedding for Node Classification. ACM International Conference on Multimedia. 2023, 第 4 作者https://dl.acm.org/doi/abs/10.1145/3581783.3613811.
[13] 刘金辀, 岳银亮, 周江, 樊智鑫, 姚泽坤. HTStore: A High-Performance Mixed Index based Key-Value Store for Update-Intensive Workloads. The 7th APWeb-WAIM International Joint Conference on Web and Big Data. 2023, 第 3 作者
[14] 陈榉烁, 代飞飞, 古晓艳, 樊海慧, 周江, 李波. Learning Pair-Centric Representation for Link Sign Prediction with Subgraph. ACM International Conference on Information and Knowledge Management. 2023, 第 5 作者https://dl.acm.org/doi/abs/10.1145/3583780.3614951.
[15] 李骄阳, 樊智鑫, 岳银亮, 姚泽坤, 刘金辀, 周江. LayerBF: A Space Allocation Policy for Bloom Filter in LSM-Tree. The 7th APWeb-WAIM International Joint Conference on Web and Big Data[J]. 2023, 第 6 作者
[16] IEEE International Symposium on Parallel and Distributed Processing with Applications. 2022, 第 2 作者
[17] J. Zhou*, Y. Chen, M. Zheng, W. Wang. Data Distribution for Heterogeneous Storage Systems (CCF-A). TC[J]. 2022,
[18] K. Fei, J. Zhou*, L. Su, Wang Weiping, Y. Chen, F. Zhang. A Graph Convolution Neural Network Based Method for Insider Threat Detection. ISPA. 2022,
[19] Journal of Parallel and Distributed Computing. 2021, 第 1 作者
[20] J. Zhou*, Y. Chen, D. Dai, Y. Zhuang, W. Wang. I/O characteristic discovery for storage system optimizations. JPDC[J]. 2021, 148: 1-13,
[21] IEEE International Symposium on Parallel and Distributed Processing with Applications. 2021, 第 1 作者
[22] IEEE Transactions on Parallel and Distributed Systems. 2020, 第 1 作者
[23] IEEE Transactions on Parallel and Distributed Systems. 2020, 第 3 作者
[24] IEEE Transactions on Computers. 2020, 第 1 作者
[25] S. He, Z. Li, J. Zhou*, Y. Yin, X. Xu, Y. Chen, X. Sun. A Holistic Heterogeneity-Aware Data Placement Scheme for Hybrid Parallel I/O Systems (CCF-A). TPDS[J]. 2020, 31(4): 830-842,
[26] J. Zhong, C. Ma, J. Zhou*, W. Wang. PDPNN: Modeling User Personal Dynamic Preference for Next Point-of-Interest Recommendation. ICCS. 2020, 12142: 45-57,
[27] J. Zhou*, Y. Chen, W. Wang, S. He, D. Meng. A Highly Reliable Metadata Service for Large-Scale Distributed File Systems (CCF-A). TPDS[J]. 2020, 31(2): 374-392,
[28] J. Zhou*, Y. Chen, W. Xie, D. Dai, He, Shuibing, W. Wang. PRS: A Pattern-Directed Replication Scheme for Heterogeneous Object-Based Storage (CCF-A). TC[J]. 2020, 69(4): 591-605,
[29] J. Zhong, C. Ma, J. Zhou*, W. Wang. From When to Where: A Multi-task Learning Approach for Next Point-of-Interest Recommendation. WASA. 2020,
[30] IEEE International Conference on Cluster Computing. 2019, 第 2 作者
[31] Y. Li, J. Zhou*, W. Wang, Y. Chen, IEEE. RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication. IEEE CLUSTER. 2019, 301-312,
[32] D. Dai, F. Bao, J. Zhou*, X. Shi, Y. Chen. Vectorizing Disk Blocks for Efficient Storage Systems via Deep Learning. ParCo[J]. 2019,
[33] J. Zhou*, D. Dai, Y. Mao, X. Chen, Y. Zhuang, Y. Chen, IEEE. I/O Characteristics Discovery in Cloud Storage Systems. IEEE CLOUD COMPUTING. 2018, 170-177,
[34] J. Zhou*, Y. Chen*, W. Wang. Attributed Consistent Hashing for Heterogeneous Storage Systems. PACT. 2018,
[35] J. Zhou*, W. Xie, D. Dai, Y. Chen, IEEE. Pattern-Directed Replication Scheme for Heterogeneous Object-based Storage. CCGRID. 2017, 645-648,
[36] J. Zhou*, W. Xie, Q. Gu, Y. Chen, IEEE. Hierarchical Consistent Hashing for Heterogeneous Object-based Storage. ISPA. 2016, 1597-1604,
[37] J. Zhou*, W. Xie, J. Noble, K. Echo, Y. Chen, IEEE. SUORA: A Scalable and Uniform Data Distribution Algorithm for Heterogeneous Storage Systems. NAS. 2016,
[38] W. Xie, J. Zhou*, M. Reyes, J. Noble, Y. Chen. Two-Mode Data Distribution Scheme for Heterogeneous Storage in Data Centers. IEEE BIG DATA. 2015, 327-332,
[39] J. Zhou*, Y. Chen, X. Gu, W. Wang, D. Meng, IEEE. A Virtual Shared Metadata Storage for HDFS. NAS. 2015, 265-274,
[40] J. Zhou*, Y. Chen, W. Wang, D. Meng, IEEE. MAMS: A Highly Reliable Policy for Metadata Service. ICPP. 2015, 729-738,
[2] Journal of Computer Security. 2024, 第 2 作者 通讯作者
[3] Computers & Security. 2024, 第 2 作者 通讯作者
[4] 贾紫繁, 刘青松, 周江, 古晓艳, Zhang Yaoyu, 李波, 王伟平. Optimal Caching for Partial-observation Regime and Beyond. IEEE Transactions on Services Computing[J]. 2024, 第 3 作者 通讯作者 null(null):
[5] 宋纯丽, 周玉灿, 朱文球, 周江, 古晓艳, 李波. Noise-Aware Person Re-identification via Local Uncertainty Estimation. IJCNN. 2024, 第 4 作者null(null):
[6] 孙淦, 周江, 李波, 古晓艳, 王伟平, Shuibing He. FTGraph: A Flexible Tree-based Graph Store on Persistent Memory for Large-Scale Dynamic Graphs. CLUSTER. 2024, 第 2 作者 通讯作者 null(null):
[7] 李淇, 周玉灿, 周江, 古晓艳, 李波. Tackling Feature Skew in Heterogeneous Federated Learning with Semantic Enhancement. IEEE International Conference on Multimedia and Expo. 2024, 第 3 作者null(null):
[8] IEEE International Conference on Cluster Computing (CLUSTER). 2024, 第 2 作者 通讯作者
[9] ACM International Conference on Multimedia. 2023, 第 4 作者
[10] Zhou, Jiang, Chen, Yong, Zheng, Mai, Wang, Weiping. Data Distribution for Heterogeneous Storage Systems. IEEE TRANSACTIONS ON COMPUTERS[J]. 2023, 第 1 作者72(6): 1747-1762, http://dx.doi.org/10.1109/TC.2022.3223302.
[11] IEEE Transactions on Computers. 2023, 第 1 作者
[12] 陈榉烁, 代飞飞, 古晓艳, 周江, 李波, 王伟平. Universal Domain Adaptive Network Embedding for Node Classification. ACM International Conference on Multimedia. 2023, 第 4 作者https://dl.acm.org/doi/abs/10.1145/3581783.3613811.
[13] 刘金辀, 岳银亮, 周江, 樊智鑫, 姚泽坤. HTStore: A High-Performance Mixed Index based Key-Value Store for Update-Intensive Workloads. The 7th APWeb-WAIM International Joint Conference on Web and Big Data. 2023, 第 3 作者
[14] 陈榉烁, 代飞飞, 古晓艳, 樊海慧, 周江, 李波. Learning Pair-Centric Representation for Link Sign Prediction with Subgraph. ACM International Conference on Information and Knowledge Management. 2023, 第 5 作者https://dl.acm.org/doi/abs/10.1145/3583780.3614951.
[15] 李骄阳, 樊智鑫, 岳银亮, 姚泽坤, 刘金辀, 周江. LayerBF: A Space Allocation Policy for Bloom Filter in LSM-Tree. The 7th APWeb-WAIM International Joint Conference on Web and Big Data[J]. 2023, 第 6 作者
[16] IEEE International Symposium on Parallel and Distributed Processing with Applications. 2022, 第 2 作者
[17] J. Zhou*, Y. Chen, M. Zheng, W. Wang. Data Distribution for Heterogeneous Storage Systems (CCF-A). TC[J]. 2022,
[18] K. Fei, J. Zhou*, L. Su, Wang Weiping, Y. Chen, F. Zhang. A Graph Convolution Neural Network Based Method for Insider Threat Detection. ISPA. 2022,
[19] Journal of Parallel and Distributed Computing. 2021, 第 1 作者
[20] J. Zhou*, Y. Chen, D. Dai, Y. Zhuang, W. Wang. I/O characteristic discovery for storage system optimizations. JPDC[J]. 2021, 148: 1-13,
[21] IEEE International Symposium on Parallel and Distributed Processing with Applications. 2021, 第 1 作者
[22] IEEE Transactions on Parallel and Distributed Systems. 2020, 第 1 作者
[23] IEEE Transactions on Parallel and Distributed Systems. 2020, 第 3 作者
[24] IEEE Transactions on Computers. 2020, 第 1 作者
[25] S. He, Z. Li, J. Zhou*, Y. Yin, X. Xu, Y. Chen, X. Sun. A Holistic Heterogeneity-Aware Data Placement Scheme for Hybrid Parallel I/O Systems (CCF-A). TPDS[J]. 2020, 31(4): 830-842,
[26] J. Zhong, C. Ma, J. Zhou*, W. Wang. PDPNN: Modeling User Personal Dynamic Preference for Next Point-of-Interest Recommendation. ICCS. 2020, 12142: 45-57,
[27] J. Zhou*, Y. Chen, W. Wang, S. He, D. Meng. A Highly Reliable Metadata Service for Large-Scale Distributed File Systems (CCF-A). TPDS[J]. 2020, 31(2): 374-392,
[28] J. Zhou*, Y. Chen, W. Xie, D. Dai, He, Shuibing, W. Wang. PRS: A Pattern-Directed Replication Scheme for Heterogeneous Object-Based Storage (CCF-A). TC[J]. 2020, 69(4): 591-605,
[29] J. Zhong, C. Ma, J. Zhou*, W. Wang. From When to Where: A Multi-task Learning Approach for Next Point-of-Interest Recommendation. WASA. 2020,
[30] IEEE International Conference on Cluster Computing. 2019, 第 2 作者
[31] Y. Li, J. Zhou*, W. Wang, Y. Chen, IEEE. RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication. IEEE CLUSTER. 2019, 301-312,
[32] D. Dai, F. Bao, J. Zhou*, X. Shi, Y. Chen. Vectorizing Disk Blocks for Efficient Storage Systems via Deep Learning. ParCo[J]. 2019,
[33] J. Zhou*, D. Dai, Y. Mao, X. Chen, Y. Zhuang, Y. Chen, IEEE. I/O Characteristics Discovery in Cloud Storage Systems. IEEE CLOUD COMPUTING. 2018, 170-177,
[34] J. Zhou*, Y. Chen*, W. Wang. Attributed Consistent Hashing for Heterogeneous Storage Systems. PACT. 2018,
[35] J. Zhou*, W. Xie, D. Dai, Y. Chen, IEEE. Pattern-Directed Replication Scheme for Heterogeneous Object-based Storage. CCGRID. 2017, 645-648,
[36] J. Zhou*, W. Xie, Q. Gu, Y. Chen, IEEE. Hierarchical Consistent Hashing for Heterogeneous Object-based Storage. ISPA. 2016, 1597-1604,
[37] J. Zhou*, W. Xie, J. Noble, K. Echo, Y. Chen, IEEE. SUORA: A Scalable and Uniform Data Distribution Algorithm for Heterogeneous Storage Systems. NAS. 2016,
[38] W. Xie, J. Zhou*, M. Reyes, J. Noble, Y. Chen. Two-Mode Data Distribution Scheme for Heterogeneous Storage in Data Centers. IEEE BIG DATA. 2015, 327-332,
[39] J. Zhou*, Y. Chen, X. Gu, W. Wang, D. Meng, IEEE. A Virtual Shared Metadata Storage for HDFS. NAS. 2015, 265-274,
[40] J. Zhou*, Y. Chen, W. Wang, D. Meng, IEEE. MAMS: A Highly Reliable Policy for Metadata Service. ICPP. 2015, 729-738,
科研活动
科研项目
（ 1 ） 专有云平台, 参与, 中国科学院计划, 2020-01--2023-08
（ 2 ） 大数据平台安全评估与防护关键系统研发, 参与, 地方任务, 2019-05--2021-06
（ 3 ） 大规模内容知识融合分析技术平台研发, 负责人, 地方任务, 2018-08--2019-12
（ 4 ） 网络信息平台, 参与, 国家任务, 2016-05--2019-11
（ 2 ） 大数据平台安全评估与防护关键系统研发, 参与, 地方任务, 2019-05--2021-06
（ 3 ） 大规模内容知识融合分析技术平台研发, 负责人, 地方任务, 2018-08--2019-12
（ 4 ） 网络信息平台, 参与, 国家任务, 2016-05--2019-11
参与会议
（1）Hashing Based Data Distribution in Heterogeneous Storage 国际并行与分布处理应用会议 周江 宿林 王伟平 陈勇 2021-09-30
（2）RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication 国际集群计算会议 李宇哲 周江 王伟平 陈勇 2019-09-23
（2）RE-Store: Reliable and Efficient KV-Store with Erasure Coding and Replication 国际集群计算会议 李宇哲 周江 王伟平 陈勇 2019-09-23
指导学生
现指导学生
刘金辀 硕士研究生 085400-电子信息
姚泽坤 硕士研究生 083900-网络空间安全
樊智鑫 硕士研究生 085412-网络与信息安全
李聪 硕士研究生 085400-电子信息
李淇 硕士研究生 083900-网络空间安全