Department of Computer Science
Yang Hongzhang
2025年04月08日 10:47:22





Name:Yang Hongzhang

Title:Professor, Master Supervisor, Deputy Department Chair

Email:yanghongzhang@email.tjut.edu.cn

Adress:Building 7, Room 312

Research Interests:High-performance and massive data storage, system reliability, AI-based failure prediction, persistent memory and flash

-Ongoing:

   Leading the 2025 Tianjin Key R&D Program: "Application Development of an IoT and Large Model-Based Smart Monitoring Platform"

   Leading the 2023 Tianjin Special Fund for High-Quality Development of Manufacturing: "Research and Application of Advanced Technologies in Big Data Storage and Computing Infrastructure"

   Leading the 2025 Industry-Academia Collaboration Project (CETC Kingbase): "Prefetching and All-Flash Adaptation in Clustered File Systems"


-Completed:

   Participated in the National Key R&D Program (2021YFB3101100): "Key Technologies for Secure Utilization of Big Data in Open Environments"

   Participated in the National Key R&D Program (2018YB1003302): "TB-Level Persistent Memory Storage Technology and System"

   Participated in the Guangdong Provincial Key R&D Program (2020B0101390001): "Software-Defined Network Measurement Technology and System"

   Participated in the Jiangsu Provincial Industry and Information Technology Transformation Upgrade Project: "Key Technologies for Intelligent Operation and Maintenance in Massive Data Storage Systems and Industrial Applications"

   Participated in the Shenzhen Science and Technology Application Demonstration Project (SF20170036): "Application Demonstration of Ultra-Converged Storage Key Technologies"

   Participated in the Nanjing Industrial and Information Technology Development Special Fund Project: "Key Technologies and Applications of AI-Based Hard Drive Failure Prediction"

   Led the Peking University-ZTE Industry-Academia Fund Project (HC210412010101): "Intelligent Fault Detection and Self-Healing in Distributed Databases"

   Led the Tsinghua University-ZTE Industry-Academia Fund Project (PJ181013149131): "NVM-Based Distributed Hybrid Storage System"

   Participated in the 2023 Industry-Academia Collaboration Project (Linkunion): "R&D of Intelligent Resource Management Technology for High-Performance Servers Oriented to AI and Big Data"




[1] Huiyuan Qiang, Yuequan Li, Hongzhang Yang*, et al. 2PADMS: Two-stage prediction and data migration strategy based on hard disk failure time[J]. Expert Systems with Applications. Volume 298, Part A, 1 March 2025, 1296962025.(CA,SCI Q1)

[2]Hongzhang Yang, Yahui Yang, Zhengguang Chen, et al. ADF2T: An Active Disk Failure Forecasting and Tolerance Software[C]. The 31st IEEE International Symposium on Software Reliability Engineering (ISSRE). Coimbra, Portugal 2020: 13-18 (FA,CCF B,Nominated for Best Paper Award)

[3]Shuting Wei, Hongzhang Yang*, Zhengguang Chen, et al. A self-monitoring analysis and reporting technology dataset of 147,496 hard disks[J]. Scientific Data. volume 12, Article number: 1125, 2025(CA,SCI Q2)

[4]Hongzhang Yang, Zongzhao Li, Huiyuan Qiang, etc.ZTE-Predictor: Disk Failure Prediction System Based on LSTM[C]. The 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). Valencia, Spain, 2020:17-20 (FA,CCF B)

[5]X. Lu, H. Yang*, P. Wang, et al. Cescpra: A Cloud-Edge-Sensor Collaborative Proactive Reliability Assurance Technology[J]. in IEEE Sensors Journal, vol. 25, no. 4, pp. 7508-7518, 15(CA,SCI Q3)

[6]Jingzhe Zhao, Yu Li, Hongzhang Yang*, et al. BAQoS: A Burst I/O Aware Quality of Service Optimization for Cloud Storage Service[J]. International Journal of Software Engineering and Knowledge Engineering. Vol. 35, No. 10, pp. 1505-1527 (2025)(CA,CCF C,SCI Q4)

[7]Jingzhe Zhao, Hongzhang Yang*, Guangping Xu, et al. MHQoS: A Multi-user Hierarchical Quality of Service Optimization for P2P Storage[J]. Peer-to-Peer Networking and Applications, (2025) 18:205(CA,CCF C,SCI Q4)

[8]Xiaoyang Zhang, Hongzhang Yang*, Sen Yuan, et al. Deraid: A Decryption and Encryption Integrated Redundant Array of Independent Disks Technology[J].  International Journal of Software Engineering and Knowledge Engineering. Vol. 35, No. 11, pp. 1-22 (2025)(CA,CCF C,SCI Q4)

[9]Zhongrui Jing, Hongzhang Yang*, Jiangpu Guo. HDFPM: A Heterogeneous Disk Failure Prediction Method Based on Time Series Features[J]. Comput Mater Contin. Vol.86, No.2, pp. 1-25, 2026(CA,SCI Q4)

[10]Yang Hongzhang, Yang Yafei, Tu Yaofeng, et al. Active Fault-Tolerant Technology Based on the "Acquisition-Prediction-Migration-Feedback" Mechanism [J]. Journal of Computer Research and Development, 2020, 57(2): 306–317. (FA, CCF A)


Database Systems; System Storage Technology


Expert Member of China Software Industry Association;

‌Expert Member of the Technical Committee on Information Storage, China Computer Federation;

‌Expert Member of the Strategic Alliance for Technological Innovation in Storage Industry;

Jiangsu Province 333 High-Level Talent;

First Prize in Scientific and Technological Progress, China General Chamber of Commerce;

First Prize in Technological Invention, Shanghai Municipality;

First Prize in Scientific and Technological Progress, Jiangsu Province;

‌Second Prize in Scientific and Technological Progress, Beijing Municipality;

Third Prize in Scientific and Technological Progress, China Computer Federation.



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