会议论文

会议论文 期刊论文 国家专利 奖 励 项目/基金 标准制定 开源资源

2025

  1. Rukai Wei, Yu Liu, Yufeng Hou, Heng Cui, Yongqiang Zhang, Ke Zhou. TopTune: Tailored Optimization for Categorical and Continuous Knobs Towards Accelerated and Improved Database Performance Tuning[C]//2025 ICDE, IEEE Computer Society, 2025: 613-626

    2. CCF A

  1. Difan Tan, Jiawei Li, Hua Wang, Xiaoxiao Li, Wenbo Liu, Zijin Qin, Ke Zhou, Ming Xie, Mengling Tao. Tela: A Temporal Load-Aware Cloud Virtual Disk Placement Scheme[C]//ASPLOS ’25, Volume 1. 2025: 1084-1100.

    2. CCF A

2024

  1. Lei H, Li C, Zhou K, et al. X-Stor: A Cloud-Native NoSQL Database Service with Multi-Model Support[J]. Proceedings of the VLDB Endowment, 2024, 17(12): 4025-4037.

    2. CCF A

  1. Xiaojun Guo, Hua Wang, Ke Zhou, Hong Jiang, Yaodong Han, Guangjie Xing. FLOWS: Balanced MRC Profiling for Heterogeneous Object-Size Cache. European Conference on Computer Systems (EuroSys), April 22–25, 2024, Athens, Greece.

    2. CCF A

  1. Guangjie Xing, Shuheng Gao, Hua Wang, Ke Zhou, Yaodong Han, Mengling Tao .VDMig: An Adaptive Virtual Disk Migration Scheme For Cloud Block Storage System. The 42nd IEEE International Conference on Computer Design (ICCD 2024)

    2. CCF B

  1. Zhou, Ruisong Zhang, Yuzhan Li, Chunhua Zhou, Ke Wang, Peng Zhang, Gong Zhang, Ji Zhang, Guangyu. HyperDB: a Novel Key Value Store for Reducing Background Traffic in Heterogeneous SSD Storage. 53rd International Conference on Parallel Processing, ICPP 202

    2. CCF B

  1. Yuanzhang Wang, Peng Zhang, Fengkui Yang, Ke Zhou, Chunhua Li. LoADM: Load-aware Directory Migration Policy in Distributed File Systems. 2024 Design, Automation & Test in Europe Conference (DATE 2024)

    2. CCF B

  1. L Bao, H Wang, K Zhou, G Zhang, J Zhang, X Peng, Q Yang, R Chen, G Zhang. Speal: Achieving a More Accurate Model with Less Training Data in Performance Evaluation of Storage System through Sampling Optimization. DASFAA, July 2-5, 2024, Gifu, Japan.

    2. CCF B

2023

  1. Yulai Tong, Jiazhen Liu, Hua Wang, Ke Zhou, Rongfeng He, Qin Zhang, Cheng Wang. Sieve: A Learned Data-Skipping Index for Data Analytics. in VLDB 2023.

    2. CCF A

  1. Guangyu Zhang, Chunhua Li, Ke Zhou, Li Liu, Ce Zhang, Wancheng Chen, Haotian Fang, Bin Cheng, Jie Yang, Jiashu Xing. DBCatcher: A Cloud Database Online Anomaly Detection System based on Indicator Correlation. in ICDE 2023.

    2. CCF A

  1. Rukai Wei, Yu Liu, Jingkuan Song, Heng Cui, Yanzhao Xie, Ke Zhou. CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing. in ACM MM 2023.

    2. CCF A

  1. Ke Liu, Kan Wu, Hua Wang, Ke Zhou, Ji Zhang, Cong Li. SLAP: An Adaptive, Learned Admission Policy for Content Delivery Network Caching. in IPDPS 2023.

    2. CCF B

  1. Ke Liu, Hua Wang, Ke Zhou, Cong Li. A Lightweight and Adaptive Cache Allocation Scheme for Content Delivery Networks. in DATE 2023.

    2. CCF B

  1. Yibin Gu, Hua Wang, Man Luo, Jingyu Tang, Ke Zhou. Offline and Online Algorithms for Cache Allocation with Monte Carlo Tree Search and a Learned Model. in ICCD 2023.

    2. CCF B

  1. Peng Wang, Yu Liu, Zhelong Zhao, Ke Zhou, Zhihai Huang, Yanxiong Chen. Smart Cache Insertion and Promotion Policy for Content Delivery Networks. in ICPP 2023.

    2. CCF B

  1. Yunchuan Guan, Yu Liu, Ke Zhou, Junyuan Huang. Hierarchical Meta-Learning with Hyper-Tasks for Few-Shot Learning. in CIKM 2023.

    2. CCF B

2022

  1. Baoqing Cai, Yu Liu, Ce Zhang, Guangyu Zhang, Ke Zhou, Li Liu, Chunhua Li, Bin Cheng, Jie Yang, Jiashu Xing: HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements. in SIGMOD Conference 2022: 646-659

    2. CCF A

  1. Yibin Gu, Yifan Li, Hua Wang, Li Liu, Ke Zhou, Wei Fang, Gang Hu, Jinhu Liu, Zhuo Cheng. LPCA: learned MRC profiling based cache allocation for file storage systems. in DAC 2022: 511-516.

    2. CCF A

  1. Chunhua Li, Man Wu, Yuhan Liu, Ke Zhou, Ji Zhang and Yunqing Sun. SS-LRU: A Smart Segmented LRU Caching for Storage System. in DAC 2022: 397-402.

    2. CCF A

  1. Peng Wang, Zhelong Zhao, Yu Liu, Ke Zhou, Zhihai Huang, Yanxiong Chen. A Lightweight and Adaptive Cache Partitioning Scheme for Content Delivery Networks. in ICCD 2022: 407-410

    2. CCF B

  1. Mingjian He, Hua Wang, Ke Zhou, Kaichao Cui, Huabing Yan, Chang Guo, Rongfeng He. DSDP: Dual Stream Data Prefetcher. in PACT 2022.

    2. CCF B

  1. Yun Zou, Xiaoyan Tan, Jingkuan Song, Ke Zhou, Fuhao Zou: Deep Category-Aware Hashing for Object Retrieval in Multi-Label Image. ICME 2022: 1-6

    2. CCF B

  1. Yuanzhang Wang, Fengkui Yang, Ji Zhang, Ke Zhou, Chunhua Li, Chong Liu, Zhuo Cheng, Wei Fang, Jinhu Liu. LDPP: A Learned Directory Placement Policy in Distributed File Systems. in ICPP 2022.

    2. CCF B

  1. Li Liu, Chunhua Li, Zhou Zhang, Yuhan Liu, Ke Zhou, Ji Zhang. A Data-aware Learned Index Scheme for Efficient Writes. in ICPP 2022.

    2. CCF B

  1. Peng Wang, Yu Liu, Zhelong Zhao, Ke Zhou, Zhihai Huang, Yanxiong Chen. Adaptive Size-Aware Cache Insertion Policy for Content Delivery Networks. in ICCD 2022:195-202.

    2. CCF B

  1. Yulai Tong, Cheng Wang, Jiazhen Liu, Hua Wang, Ke Zhou. Tripod: Harmonizing Job Scheduling and Data Caching for Analytics Frameworks. in ICCD 2022.

    2. CCF B

  1. Yu Liu, Yanzhao Xie, Jingkuan Song, Rukai Wei, Ke Zhou. Self-supervised Label-Visual Correlation Hashing for Multi-label Image Retrieval. in APWeb/WAIM (2) 2022: 129-143

    2. CCF C

2021

  1. Yangtao Wang, Yanzhao Xie, Yu Liu, Lisheng Fan. "G-CAM "Graph Convolution Network Based Class Activation Mapping for Multi-label Image Recognition." in ICMR 2021. pp.322--330

    2. CCF B

  1. Li Liu, Ke Zhou. "PTierDB: Building Better Read-Write Cost Balanced Key-Value Stores for Small Data on SSD." in DATE 2021. pp.796--801

    2. CCF B

2020

  1. Ji Zhang, Yuanzhang Wang, Yangtao Wang, Ke Zhou*, Schelter Sebastian, Ping Huang, Bin Cheng, Yongguang Ji. "Tier-Scrubbing: An Adaptive and Tiered Disk Scrubbing Scheme with Improved MTTD and Reduced Cost." in DAC, 2020, pp.1--6.

    2. CCF A

  1. Ji Zhang, Ke Zhou*, Ping Huang, Ming Xie, Sebastian Schelter. "HDDse: Enabling High-Dimensional Disk State Embedding for Generic Failure Detection System of Heterogeneous Disks in Large Data Centers." in USENIX ATC, 2020, pp.111--126.

    2. PDF CCF A

  1. Yu Zhang, Ping Huang, Ke Zhou*, Hua Wang, Jianying Hu, Yongguang Ji, Bin Cheng. "OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems." in USENIX ATC, 2020, pp.785--798.

    2. PDF CCF A

  1. Hua Wang, Yang Yang, Ping Huang, Yu Zhang, Ke Zhou*, Mengling Tao, Bin Cheng. "S-CDA: A Smart Cloud Disk Allocation Approach in Cloud Block Storage System." in DAC, 2020, pp.1--6.

    2. PDF CCF A

  1. Yu Liu, Hong Jiang, Yangtao Wang, Ke Zhou*, Yifei Liu, Li Liu. "Content Sifting Storage: Achieving Fast Read for Large-scale Image Dataset Analysis." in DAC, 2020, pp.1--6.

    2. CCF A

  1. Yanzhao Xie, Yu Liu*, Yangtao Wang, Lianli Gao, Peng Wang and Ke Zhou. "Label-Attended Hashing for Multi-Label Image Retrieval." in IJCAI, 2020, pp.955--962.

    2. PDF CCF A

  1. Yangtao Wang, Yanzhao Xie, Yu Liu*, Ke Zhou, Xiaocui Li. "fast graph convolution network based multi-label image recognition via cross-modal fusion" in CIKM, 2020, pp.1575--1584.

    2. PDF CCF B

  1. Yu Liu, Yangtao Wang, Jingkuan Song, Chan Guo, Ke Zhou, Zhili Xiao. "Deep Self-Taught Graph Embedding Hashing With Pseudo Labels For Image Retrieval." in ICME, 2020, pp.1--6.

    2. PDF CCF B

  1. Y. Zhang, K. Zhou*, P. Huang, H. Wang, J. Hu, Y. Wang, Y. Ji, and B. Cheng. " A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage." in DATE, 2020, pp.1279--1282.

    2. PDF CCF B

2019

  1. Ji Zhang, Yu Liu, Ke Zhou*, Guoliang Li, Zhili Xiao, Bin Cheng, Jiashu Xing, Yangtao Wang, Tianheng Cheng, Li Liu, Minwei Ran and Zekang Li. "An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning." in SIGMOD, 2019

    2. PDF CCF A

  1. Tianming Jiang, Jiangfeng Zeng, Ke Zhou*, Ping Huang, Tianming Yang. "Lifelong Disk Failure Prediction via GAN-based Anomaly Detection." in ICCD, 2019, pp.199--207.

    2. PDF CCF B

  1. Xiaocui Li, Hongzhi Yin, Ke Zhou*, Hongxu Chen, Shazia Sadiq, Xiaofang Zhou. "Semi-supervised clustering with deep metric learning." in DASFAA, 2019, pp.383-–386.

    2. PDF CCF B

  1. Ji Zhang, Ke Zhou, Ping Huang, Xubin He, Zhili Xiao, Bin Cheng, Yongguang Ji, Yinhu Wang. "Transfer Learning based Failure Prediction for Minority Disks in Large Data Centers of Heterogeneous Disk Systems." in ICPP, 2019, pp.66:1--66:10.

    2. PDF CCF B

  1. Tianming Jiang, Ping Huang, Ke Zhou*. "Scrub Unleveling: Achieving High Data Reliability at Low Scrubbing Cost." in DATE, 2019, pp.1403--1408.

    2. PDF CCF B

  1. Yu Liu, Yangtao Wang, Ke Zhou*, Yujuan Yang, Yifei Liu, Jingkuan Song, Zhili Xiao. "A Framework for Image Dark Data Assessment." in APWeb-WAIM, 2019, PP:3--18.

    2. PDF CCF C Best Paper Runner-Up

  1. Yangtao Wang, Yu Liu, Yifei Liu, Ke zhou*, Yujuan Yang, Jiangfeng Zeng, Xiaodong Xu, Zhili Xiao. "Analysis and Management to Hash-Based Grap and Rank." in APWeb-WAIM, 2019, PP:289--296.

    2. PDF CCF C

  1. Jiangfeng Zeng, Ming Yang, Ke Zhou*, Xiao Ma, Yangtao Wang, Xiaodong Xu, Zhili Xiao. "Improved Review Sentiment Analysis with A Syntax-aware Encoder." in APWeb-WAIM, 2019, pp.73--87.

    2. PDF CCF C

2018

  1. Ke Zhou, Yu Zhang, Ping Huang, Hua Wang, Yongguang Ji, Bin Cheng and Ying Liu. "LEA: A Lazy Eviction Algorithm for SSD Cache in Cloud Block Storage." in ICCD, 2018, pp.569--572.

    2. PDF CCF B

  1. Hua Wang, Xinbo Yi, Ping Huang, Bin Cheng, Ke Zhou*. "Efficient SSD Caching by Avoiding Unnecessary Writes using Machine Learning." in ICPP, 2018, pp.82:1--82:10.

    2. PDF CCF B

  1. Ke Zhou, Si Sun, Hua Wang, Ping Huang, Xubin He, Rui Lan,Wenyan Li, Wenjie Liu, Tianming Yang. "Demystifying Cache Policies for Photo Stores at Scale: A Tencent Case Study." in ICS, 2018, pp.284--294.

    2. PDF CCF B

  1. Xiaocui Li, Yangtao Wang, Xinyu Zhang, Ke Zhou, Chunhua Li. "A More Secure Spatial Decompositions Algorithm via Indefeasible Laplace Noise in Differential Privacy." in ADMA, 2018, pp.211--223.

    2. PDF Best Student Paper Nomination

  1. Chunhua Li, Jinbiao He, Cheng Lei, Chan Guo, Ke Zhou. "Achieving Privacy-Preserving CP-ABE Access Control with Multi-Cloud." in ISPA, 2018, pp.801--808.

    2. PDF CCF C

  1. Chunhua Li, Weirui Xie, Ke Zhou. "Efficient Binary-Encoding Access Control Policy Combination for Large-Scale Collaborative Scenarios." in TrustCom, 2018, pp.560--566.

    2. PDF CCF C

  1. Li Liu, Hua Wang, Ke Zhou. "An Optimized Implementation for Concurrent LSM-Structured Key-Value Stores." in NAS, 2018, pp.1--8.

    2. PDF

  1. Chunhua Li, Jiaqi Hu, Ke Zhou, Yuanzhang Wang, Hongyu Deng. "Using Blockchain for Data Auditing in Cloud Storage." in ICCCS, 2018, pp.335--345.

    2. PDF

2017

  1. Ke Zhou, Shaofu Hu, Ping Huang, Yuhong Zhao. "LX-SSD: Enhancing the Lifespan of NAND Flash-based Memory via Recycling Invalid Pages." in MSST, 2017.

    2. PDF CCF B

2016

  1. Ping Huang, Wenjie Liu, Kun Tang, Xubin He and Ke Zhou. "ROP: Alleviating Refresh Overheads via Reviving the Memory System in Frozen Cycles." in ICPP, 2016, pp.169--178.

    2. PDF CCF B

  1. Jiangfeng Zeng, Ke Zhou, Xiao Ma, Fuhao Zou, Hua Wang. "Exploiting cluster-based meta paths for link prediction in signed networks." in CIKM, 2016, pp.1905--1908.

    2. PDF CCF B

  1. Wenjie Liu, Ping Huang, Kun Tang, Ke Zhou* and Xubin He. "CAR: A Compression-Aware Refresh Approach to Improve Memory Performance and Energy Efficiency." in SIGMETRICS, 2016, pp.373--374.

    2. PDF CCF B

  1. Wenjie Liu, Ping Huang , Tang Kun , Tao Lu , Ke Zhou*, Chunhua Li and Xubin He. "LAMS: A Latency-Aware Memory Scheduling Policy for Modern DRAM Systems." in IPCCC, 2016, pp.1--8.

    2. PDF CCF C

  1. Wenjie Liu, Ping Huang, Tao Lu, Xubin He, Hua Wang and Ke Zhou. "Improve Restore Speed in Deduplication Systems Using Segregated Cache." in MASCOTS, 2016, pp.487--492.

    2. PDF CCF C

  1. 李春花、杨勇、周可. "一种文件路径和属性信息分离的分布式元数据组织方法." 第22届全国信息存储技术学术会议, 2016.

    2. PDF

  1. 李春花、夏明、周可. "面向刑事案件文本的精细分类方法研究." 第七届全国服务计算大会, 2016.

    2. PDF

  1. 王桦、韩同阳、周可. "公安情报中一种基于关键图谱的群体发现方法." 第七届中国计算机学会服务计算学术会议, 2016.

    2. PDF

2015

  1. Ke Zhou, Yu Liu, Jinkuan Song, Linyu Yan, Fuhao Zou and Fumin Shen. "Deep Self-taught Hashing for Image Retrieval." in ACM MM, 2015, pp.1215--1218.

    2. PDF CCF A

  1. Hao Jin, Hong Jiang, Ke Zhou, Ronglei Wei, Dongliang Lei and Ping Huang. "Full integrity and Freshness for Outsourced Storage." in CCGrid, 2015, pp.362--371.

    2. PDF CCF C

  1. Li Chunhua, Wei Ronglei, Wu Zebang, Zhou Ke, Cheng Lei and Hao Jin. "Adopting Multi-Mode Access Control for Secure Data Sharing in Cloud." in ICA3PP, 2015, pp.532--546.

    2. PDF

2014

  1. Ping Huang, Pradeep Subedi, Xubin He, Shuang He, Ke Zhou. "FlexECC: Partially Relaxing ECC of MLC SSD for Better Cache Performance." in USENIX ATC, 2014, pp.489--500.

    2. PDF CCF A

  1. YuhongZhao, HongJiang, KeZhou*. "Meeting Service Level Agreement Cost-Effectively for Video-on-Demand Applications in the Cloud." in INFOCOM, 2014, pp.298--306.

    2. PDF CCF A

2013

  1. Hua Wang, Ping Huang, Shuang He, Ke Zhou*, Chunhua Li, and Xubin He. "A Novel I/O Scheduler for SSD with Improved Performance and Lifetime." in MSST, 2013, pp.1--5.

    2. PDF CCF B

2012

  1. Ke Zhou, Jin Liu, Hui Tian and Cunhua Li. "State-based Steganography in Low Bit Rate Speech." in ACM MM, 2012, pp.1109--1112.

    2. PDF CCF A

  1. Ke Zhou, Ping Huang, ChunHua Li and Hua Wang. "An Empirical Study on the Interplay Between Filesystems and SSD." in NAS, 2012, pp.124--133.

    2. PDF

  1. Ping Huang, Ke Zhou, ChunHua Li and Hua Wang. "BVSSD: Build Built-in Versioning Flash-based Solid State Drives." in SYSTOR, 2012, pp.8.

    2. PDF CCF C

  1. Jin Liu, Ke Zhou, Hui Tian. "Least-significant-digit Steganography in Low Bitrate Speech." in ICC, 2012, pp.1133--1137.

    2. PDF CCF C

2011

  1. JianSheng Wei, Hong Jiang, Ke Zhou*, Dan Feng. "DBA: A Dynamic Bloom Filter Array for Scalable Membership Representation of Variable Large Data Sets." in MASCOTS, 2011, pp.466--468.

    2. PDF CCF C

2010

  1. Zhongying Niu, Hong Jiang, Ke Zhou*, Dan Feng, Shuping Zhang, Tianming Yang, Dongliang Lei, Anli Chen. "DSFS: Decentralized Security for Large Parallel File Systems." in Grid, 2010, pp.209--216.

    2. PDF

  1. 75、 JianSheng Wei, Hong Jiang, Ke Zhou*, Dan Feng. "MAD2: A Scalable High-Throughput Exact Deduplication Approach for Network Backup Services." in MSST, 2010, pp.1--14.

    2. PDF CCF B

  1. TianMing Yang, Hong Jiang, Dan Feng, ZhongYin Liu, Ke Zhou. "DEBAR: A Scalable High-Performance De-duplication Storage System for Backup and Archiving." in IPDPS, 2010, pp.1--12.

    2. PDF CCF C

2009

  1. Hui Tian, Ke Zhou*. "Digital Logic Based Encoding Strategies for Voice-over-IP Steganography." in ACM MM, 2009, pp.777--780.

    2. PDF CCF A

  1. Hui Tian, Ke Zhou. "An M-Sequence Based Steganography Model for Voice over IP." in ICC, 2009, pp.1--5.

    2. PDF CCF C

  1. Hui Tian，Ke Zhou. "An Adaptive Steganography Scheme for Voice over IP." in ISCAS, 2009, pp.2922--2925.

    2. PDF CCF C

  1. Junping Liu,Ke Zhou,Liping Pang. "A Novel cost-effective disk scrubbing scheme." in Fifth International Joint Conference on INC,IMS and IDC, 2009, pp.686--691.

    2. PDF

  1. Zhongying Niu, Ke Zhou, Hong Jian. "Identification and Authentication in Large-scale Storage Systems." in NAS, 2009, pp.421--427.

    2. PDF

  1. Wang hua, ke zhou, Ling Yuan. "Fault-tolerant Online Backup Service: Formal Modeling and Reasoning." in NAS, 2009, pp.452--460.

    2. PDF

2008

  1. Wang Hua, Ke Zhou. "Goal-based Dependability Analysis and Improvement Framework for Network Storage System." in NAS, 2008，pp.271--277.

    2. PDF

  1. Hui Tian, Ke Zhou. "A Covert Communication Model Based on Least Significant Bits Steganography in Voice over IP." in The 9th International Conference for Young Computer Scientists, 2008，pp.647--652.

    2. PDF

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