葡京3522新地址

贾刚勇 

副教授

硕士生导师

计算机科学与技术

边缘计算,物联网,操作系统、无人系统

Email
gangyong@hdu.edu.cn
Address
杭州电子科技大学下沙校区1教335
Phone
15869133862
  • 贾刚勇,男,19872月出生,浙江永康人,2013年于中国科学技术大学博士毕业。IEEE/CCF会员。

     

        研究领域:主要从事物联网、边缘计算、存储管理、能耗优化等方面研究,在国内外期刊与会议发表论文50余篇,其中在IEEE Transactions on Industrial Informatics, IEEE Transaction on Cloud Computing, Journal of Network and Computer Application, Enterprise Information Systems, Sensors, ICPADS, ICA3PP, 软件学报计算机研究与发展等SCI期刊/会议以第一作者发表论文26篇(SCI一区1篇,二区4篇),现主持国家自然科学基金青年项目1项,参与5项国家自然科学基金。曾获航天科工奖学金、独墅湖奖学金等。

  • 1. Gangyong Jia, Guangjie Han, Jiaxin Du, Sammy Chan. PMS: Pollution Monitoring System based on Internet of Things (IoT) for More Healthy City. IEEE Network, 33(5): 34-40, 2019.

    2. Gangyong Jia, Guangjie Han, Jinfang Jiang, Li Liu, Lei Shu. DPAM: A Demand-based Page-level Address Mappings Algorithm in Flash Memory for Smart Industrial Edge Devices. IEEE Transactions on Industrial Informatics, 16(3): 1993-2002, 2020.

    3. Gangyong Jia, Yujie Zhu, Guangjie Han, Sammy Chan, Lei Shu. STC: an intelligent trash can system based on both NB-IoT and edge computing for smart cities. Enterprise Information Systems, 2019, DOI: 10.1080/17517575.2019.1669833.

    4. Gangyong Jia, G. Han, H. Xie, J. Du. Hybrid-LRU Caching for Optimizing Data Storage and Retrieval in Edge Computing-Based Wearable Sensors. IEEE Internet of Things Journal, 6(2): 1342-1351, 2019.

    5. Gangyong Jia, G. Han, J. Rodrigues, J. Lloret, W. Li. Coordinate Memory Deduplication and Partition for Improving Performance in Cloud Computing. IEEE Transaction on Cloud Computing (TCC), 7(2): 357-368, 2019.

    6. Gangyong Jia, Yujie Zhu, Youhuizi Li, Zongwei Zhu, Li Zhou. Analysis of the Effect of the Reliability of the NB-IoT Network on the Intelligent System. IEEE ACCESS 7: 112809-112820, 2019.

    7. Gangyong Jia, G. Han, J. Du, S. Chan. A Maximum Cache Value Policy in Hybrid Memory based Edge Computing for 5G Mobile Devices. IEEE Internet of Things Journal, 6(3): 4401-4410, 2018.

    8. Gangyong Jia, G. Han, A. Li, J. Du. SSL: Smart Street Lamp based on Fog Computing for Smarter Cities. IEEE Transactions on Industrial Informatics, 14(11), 4995-5004, 2018.

    9. Gangyong Jia, G. Han, H. Rao, L. Shu. Edge Computing-based Intelligent Manhole Cover Management System for Smart Cities. IEEE Internet of Things Journal, 5(3): 1648-1656, 2018.

    10. Gangyong Jia, G. Han, A. Li, J. Lloret. Coordinate Channel-aware Page Mapping Policy and Memory Scheduling for Reducing Memory Interference. IEEE System Journal, 11(4): 2839-2851, 2018.

    11. Gangyong Jia, G. Han, J. Jiang, S. Chan, Y. Liu. Dynamic cloud resource management for efficient media applications in mobile computing environments. Personal and Ubiquitous Computing, 22(3): 561-573, 2018.

    12. Gangyong Jia, G. Han, F. Wang. Cost Aware Cache Replacement Policy in Shared Last-Level Cache for Hybrid Memory based Fog Computing. Enterprise Information Systems. 12(4): 435-451, 2018.

    13. Gangyong Jia, G. Han, J. Jiang, L. Liu. Dynamic Adaptive Replacement Policy in Shared Last-Level Cache of DRAM/PCM Hybrid Memory for Big Data Storage. IEEE Transactions on Industrial Informatics. 13(4): 1951-1960, 2017.

    14. Gangyong Jia, G. Han, H. Wang, X. Yang. Static Memory Deduplication for Performance Optimization in Cloud Computing. Sensors, 17(5), 2017.

    15. Gangyong Jia, G. Han, J. Jiang, N. Sun, K. Wang. Dynamic Resource Partitioning for Heterogeneous Multi core-based Cloud Computing in Smart Cities. IEEE ACCESS. Vol.4, pp.108-118, 2016.

    16. Gangyong Jia, G. Han, J. Jiang, J. Rodrigues. PARS: A Scheduling of Periodically Active Rank to Optimize Power Efficiency for Main Memory. Journal of Network and Computer Application. Vol. 58, pp. 327-336, 2015.

    17. Gangyong Jia, G. Han, D. Zhang, L. Li, L. Shu. An Adaptive Framework for Improving Quality of Service in Industrial Systems. IEEE ACCESS. Vol. 3, pp. 2129-2139, 2015.

    18. Gangyong Jia, G. Han, J. Jiang, A. Li. Dynamic Time-slice Scaling for Addressing OS Problems Incurred by Main Memory DVFS in Intelligent System. Mobile Networks and Applications (MONET).20(2): 157-168, 2015.

    19. Gangyong Jia, L. Shi, X. Li, D. Dai. PUMA: From Simultaneous to Parallel for Shared Memory System in Multi-core. JSPS. 84(1): 139-150, 2015.

    20. Gangyong Jia, X. Li, X. Zhou, Z. Zhu. A Group Management to Balance Power, Performance and Fairness for Multi-core. Journal of the Graduate School of Chinese Academy of Sciences. 2012.

    21. Zongwei Zhu, Guangjie Han, Gangyong Jia, Lei Shu. Modified DenseNet for Automatic Fabric Defect Detection with Edge Computing for Minimizing Latency. IEEE Internet of Things Journal, DOI: 10.1109/JIOT.2020.2983050, 2020.

    22. Guangjie Han, Mohsen Guizani, Gangyong Jia, Jaime Lloret Mauri: Special Section on Emerging Trends Issues and Challenges in Edge Artificial Intelligence. IEEE Trans. Industrial Informatics, 15(7): 4172-4177, 2019.

    23. Hualu Zhang, Jie Shi, Boya Deng, Gangyong Jia, Guangjie Han, Lei Shu. MCTE: Minimizes Task Completion Time and Execution Cost to Optimize Scheduling Performance for Smart Grid Cloud. IEEE ACCESS 7: 134793-134803, 2019.

    24. J. Wang, Gangyong Jia, A. Li, G. Han, L. Shu. Behavior Aware Data Placement for Improving Cache Line Level Locality. JIT, 16(4), 2015.

    25. G. Han, W. Que, Gangyong Jia, W. Zhang. Resource-utilization-aware energy efficient server consolidation algorithm for green computing in IIOT. Journal of Network and Computer Application, 103: 205-214, 2017.

    26. G. Han, W. Que, Gangyong Jia, L. Shu. An Efficient Virtual Machine Consolidation Scheme for Multimedia Cloud Computing. Sensors.16(2), 2016.

    27. Y. Ren, H. Xie, Gangyong Jia, J. Zhang, Y. Yin, J. Wan. DH-LRU: Dynamic hybrid LRU caching scheme for PRAM/DRAM hybrid main memory. International Journal of Grid and Distributed Computing, 9(11), 2016.

    28. Detian Zhang, An Liu, Zhixu Li, Gangyong Jia, Fei Chen, Qing Li. Effective shortest travel-time path caching and estimating for location-based services. World Wide Web, 22(2): 455-475, 2018.

    29. Y. Yuan, W. Chen, G. Han, Gangyong Jia. OLAP4R: A Top-k Recommendation System for OLAP Sessions. KSII Transactions on Internet and Information Systems. 11(6), 2017.

    30. Gangyong Jia, X. Li, J. Wan, C. Wang, D. Dai. Combine Thread with Memory Scheduling for Maximizing Performance in Multicore Systems. In ICPADS’14.

    31. Gangyong Jia, Y. Yuan, J. Wan, C. Jiang, X. Li, D. Dai. Temperature-aware Scheduling based on Dynamic Time-Slice Scaling. In ICA3PP’14.

    32. Gangyong Jia, L. Shi, J. Wan, Y. Yuan, X. Li, D. Dai. PUMA: Pseudo Unified Memory Architecture for Single-ISA Heterogeneous Multi-core Systems. In RTCSA’14.

    33. Gangyong Jia, G. Han. Combine Dynamic Time-slice Scaling with DVFS for Coordinating Thermal and Fairness on CPU. In ComComAp’14.

    34. Gangyong Jia, X. Li, J. Wan, D. Dai, C. Wang. PseudoNUMA for Reducing Memory Interference in Multi-core Systems. In HPC 2014.

    35. Gangyong Jia, X. Li, J. Wan, L. Shi, C. Wang. Coordinate Page Allocation and Thread Group for Improving Main Memory Power Efficiency. In Hotpower conjunction with SOSP’13.

    36. Gangyong Jia, X. Li, J. Wan, C. Wang, D. Dai, C. Jiang. Coordinate Task and Memory Management for Improving Power Efficiency. In ICA3PP’13.

    37. Gangyong Jia, X. Li, Y. Yuan, J. Wan, C. Wang, D. Dai. Group Scheduling for Improving both CPU and Memory Power Efficiency Simultaneously. ESCAPE in conjunction with HPCC’13.

    38. Gangyong Jia, X. Li, C. Wang, X. Zhou, Z. Zhu. Behavior Aware Data Locality for Caches. ICPADS, 2012.

Operating System

Embedded System,

Innovative Practice

1. 贾刚勇乐柯磊周俶易蒋从锋万健. 一种提高数据密集型应用实时性的CPU调度方法. 202110499170.9

2. 贾刚勇周俶易乐柯磊李佳伟洪陈杰蒋从锋. 一种面向边缘I/O密集型应用的混合CPU调度方法. 202110499175.1 

3. 贾刚勇,施康康,殷昱煜,周丽,李尤慧子. 一种基于排队论的自动驾驶系统实时性分析方法. 202010842734.X

4. 贾刚勇,张忠义,李尤慧子,殷昱煜,蒋从锋,张纪林,万健. 基于目标追踪场景下边缘网络路由方法. 202010629604.8

5. 贾刚勇,陈硕,李尤慧子,殷昱煜,蒋从锋,张纪林,万健. 一种基于目标像素面积和宽高比的单目实时测距方法. 202010629609.0

6. 贾刚勇,黄燕琳,李尤慧子,殷昱煜,蒋从锋,张纪林. 基于最佳缝合线自选区域渐入渐出算法的图像拼接方法. 202011421523.5

7. 贾刚勇,宋子伟,李尤慧子,殷昱煜,蒋从锋,张纪林. 一种用于视频拼接的视频帧同步方法. 202011422728.5

8. 李尤慧子,殷昱煜,陈旭,石玉庭,贾刚勇,梁婷婷,万健,张纪林. 一种基于相似度评分的密度自适应上下文假名变更方法. 202110869438.3

9. 李尤慧子, 董泽勇, 贾刚勇, 蒋从锋, 万健. 一种边缘环境基于时间域的加密及其策略更新方法. 201911126098.4

10. 李尤慧子,陈旭,万健,殷昱煜,贾刚勇,蒋从锋,张纪林. 一种基于交通灯状态的动态化静默监测混合区方法. 202010535046.9

11. 葛瑞泉,黄润根,王普,贾刚勇,程雨夏,徐岗. 一种基于字典学习的氨基酸序列特征提取方法. 202110143746.8

12. 葛瑞泉,黄润根,贾刚勇,程雨夏,顾人舒. 一种基于多模态数据和深度学习模型的生存预测方法. 202111251516X

13. 葛瑞泉,夏一潇,贾刚勇,黄润根. 一种基于深度学习和机器学习的抗病毒肽预测方法. 2021113429072

14. 徐梓豪,王亚奇,金凯,高知远,贾刚勇,顾人舒. 基于深度学习的眼底图像与造影图像的标签迁移分类方法. 2021111495173

15. 姜子敬,王亚奇,王琳艳,贾刚勇,叶娟. 基于自监督学习的眼部黑色素肿瘤识别方法. 2021105208913

[1] In 2022, selected into the second batch of “leading talent training plan of colleges and universities in Zhejiang Province (young talents)”;

[2] In 2022, won the second prize of teaching achievement of Zhejiang Province;

[3] In 2020, guiding students won the first prize of the second China graduate artificial intelligence innovation competition;

[4] In 2020, won the title of excellent instructor of the second China graduate artificial intelligence innovation competition;

[5] In 2020, awarded as the first “Scientific Research Star” of Hangzhou Dianzi University;

  1. Researchon artificial intelligence corneal model algorithm and diagnosis system integrating knowledge guidance and data drive,NSFC,2600000(HDU 1000000),U20A20386,01 ~ 2024.12,principal investigator;
  2. Target recognition application development service for marine vessels based on domestic smart chips, Suzhou Research Institute, University of Science and Technology of China, 100000, Sept 2020 ~ Mar 2021, principal investigator;
  3. Research on Distributed Acquisition Method of Underground Multi-source Information Based on Energy Collection, China University of Mining and Technology, 100000, Jun 2020 ~ Jun 2021, principal investigator;
  4. Taizhou Huangyan Yongheng Electric Power Construction Co., Ltd. Research and application technical service of robot multi-dimensional intelligent inspection technology integrating the three-dimensional linkage function of substation, 115000, Jul 2020 ~ Dec 2020, principal investigator;
  5. Zhejiang Zheneng Wenzhou Power Generation Co., Ltd. Smart Fire Internet of Things Integrated Management System Research and Development, 15000, Jul 2019 ~ Dec 2019, principal investigator;
  6. Research on Resource Management Strategy of Shared Resources in Heterogeneous Multi-core Systems with Same Instruction Set (61602137), NSFC, 252000, Jan 2017 ~ Dec 2019, principal investigator;
  7. Research on Key Technologies of Highly Available Memory System for Edge Computing (LY19F020044), NSF of Zhejiang, 100000, Jan 2019 ~ Dec 2021, principal investigator;
  8. Research on Thermal Sensitive Operating System Technology of Same Instruction Set Heterogeneous Multi-core Platform, NSF of Zhejiang, 50000, Jan 2014 ~ Dec 2016, principal investigator;
  9. Smart server cluster project (Design and Optimization of Database Middleware Module on Intelligent Cloud Platform: Redis) (KYH053119045), Suzhou Research Institute, University of Science and Technology of China, 150000, Dec 2019 ~ Jun 2020, principal investigator;
  10. Research and demonstration application of key technologies of edge intelligence platform (KYH053118036), 150000, Jul 2018 ~ Aug 2020, principal investigator;
  11. Development and research of new NB-IOT smoke sensor based on Internet of Things (KYH053119013), 100000, Apr 2019 ~ Apr 2020, principal investigator;
  12. Research and Development of Intelligent Terminal System for Mine Data Mobile Collection (KYH053118038), China University of Mining and Technology, 49000, Jun 2018 ~ Jun 2019, principal investigator;
  13. Intelligent operating system development and application—Autonomous and controllable general artificial intelligence operating system and control software key technologies and demonstration applications (2020C01050), Key R & D projects in Zhejiang Province, 11890000, Jan 2020 ~ Dec 2022, 2/21;