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1、個人基本信息：

姓  名：唐小勇

性  別：男

出生年月：1973.3

技術職稱：教授

畢業院校：湖南大學

學歷（學位）：博士

所在學科：計算機科學與技術

研究方向：云計算、并行分布式計算、大數據、智能計算

聯系方式：

[email protected], [email protected]

導師層次：博士、碩士生導師

2、教育背景：

2004.9-2007.6

湖南大學

碩士

2009.9-2013.6

湖南大學

博士

2014.4-2015.4

香港理工大學

博士后

3、 目前研究領域：

云計算、并行分布式計算、大數據、智能計算

4、已完成或已在承擔的主要課題：

1. 國家自然科學基金面上項目(62372064)：基于Spark應用負載特征預測的異構系統能耗優化調度策略，課題主持人，2024.1-2027.12  [國家級]

2. 國家自然科學基金面上項目(61972146)：基于負載預測的云數據中心資源優化管理與任務調度機制，課題主持人，2020.1-2023.12  [國家級]

3. 長沙市科技重大專項(kh2301010)：基于PK和鯤鵬體系融合的云底座及管理軟件研發，首席科學家，2023.4-2027.4

4. 湖南省自然科學基金面上項目：基于超異構系統的信用評估協同處理關鍵理論與方法(2025JJ50347)，課題主持人，2025.1-2027.12  [省級]

5. 湖南省自然科學基金面上項目：面向云計算系統的智能彈性資源管理策略研究(2020JJ4376)，課題主持人， 2020.1-2022.12  [省級]

6. 湖南省重點研發計劃課題(2018GK2055)：云計算平臺關鍵共性技術中間件系統研發，課題主持人， 2018.8-2021.8  [省級]

7. 國家重點研發計劃課題(2018YFB0204004)：基于應用的優化調度方法與實現，任務負責人， 2018.5-2021.4  [國家級]

8. 國家自然科學基金面上項目(61672219)：超級計算系統預算約束的可靠性與能耗動態融合任務調度策略，課題主持人2017.1-2017.12  [國家級]

9. 國家重點研發計劃課題(2016YFB0201402)：基于應用的全局資源優化調度方法研究，任務負責人，2016.7-2018.6  [國家級]

10. 國家自然科學基金面上項目(61370098)：異構眾核處理器自適應任務調度理論與方法，課題主持人，2014.1-2017.12  [國家級]

11. 算機軟件新技術國家重點實驗室開放課題(KFKT2016B02)：混合云計算系統預算約束的隨機任務調度策略研究，課題主持人， 2016.6-2018.5  

12. 湖南省自然科學基金面上項目(2015JJ2078)：面向SpMV的多核CPU與眾核GPU異構協同計算研究，課題主持人，2015.1-2017.12  [省級]

13. 中國博士后科學基金(2014M552134)：CPU+MIC異構眾核協同計算系統任務劃分與調度理論，課題主持人， 2014.4-2015.7  [省級]

14. 湖南省高等學校科學研究重點項目(12A062)：異構并行計算系統中基于可靠性的任務調度策略研究，課題主持人，2012.6-2015.6  [省級]

15. 信息安全國家重點實驗室開放課題：云計算環境中基于動態信任評估的訪問控制策略研究，課題主持人2012.1-2013.12

16. 國家自然科學基金重點項目(61133005)：大規模異構并行系統的高效能調度理論與方法，課題主要研究者[第六]，2012.1-2016.12  [國家級]

6、已發表的學術論文：

1. Xiaoyong Tang, Wenbiao Cao, Huiya Tang, Tan Deng, Jing Mei, Yi Liu, Cheng Shi, Meng Xia, Zeng Zeng. Cost-efficient Workflow Scheduling Algorithm for Applications with Deadline Constraint on Heterogeneous Clouds. IEEE Transactions on Parallel and Distributed Systems, 2022, 33(9): 2079 - 2092 (SCI刊源，CCF A類)

2. Xiaoyong Tang, Yi Liu, Zeng Zeng, Bharadwaj Veeravalli. Service Cost Effective and Reliability Aware Job Scheduling Algorithm on Cloud Computing Systems. IEEE Transactions on Cloud Computing, 2023, 11(2):1461 - 1473 (SCI刊源，中科院二區)

3. Xiaoyong Tang. Reliability-Aware Cost-Efficient Scientific Workflows Scheduling Strategy on Multi-Cloud Systems. IEEE Transactions on Cloud Computing, 2022, 10(4):2909-2919 (SCI刊源，中科院二區)

4. Xiaoyong Tang, Juan Zhang, Ronghui Cao, Wenzheng Liu. A Collaborative Multi-Component Optimization Model Based on Pattern Sequence Similarity for Electricity Demand Prediction, IEEE Transactions on Emerging Topics in Computational Intelligence，2025, 9(1):119-130 (SCI刊源，中科院三區，CAAI B類)

5. Zhuofan Liao, Xiyu Han, Xiaoyong Tang, Chaochao Feng. An Adaptable Pricing-Based Resource Allocation Scheme Considering Users Offloading Needs in Edge Computing. IEEE Internet of Things Journal, 2025, 12(1): 582-594 (SCI刊源，中科院一區)

6. Zhuofan Liao, Chuhao Yuan, Bin Zheng, Xiaoyong Tang. An Adaptive Deployment Scheme of Unmanned Aerial Vehicles in Dynamic Vehicle Networking for Complete Offloading. IEEE Internet of Things Journal, 2024, 11(13): 23509-23520(SCI刊源，中科院一區)

7. Tan Deng, Yanping Wang, Jin Li, Ronghui Cao, Yongtong Gu, Jinming Hu, Xiaoyong Tang, Mingfeng Huang, Wenzheng Liu, Shixue Li. Entropy Normalization SAC-Based Task Offloading for UAV-Assisted Mobile Edge Computing. IEEE Internet of Things Journal, 2024, 11(15):26220-26232(SCI刊源，中科院一區)

8. Zhuofan Liao, GuiYing Yin, XiaoYong Tang, Penglu Liu. A Cooperative Community-Based Framework for Service Caching and Task Offloading in Multi-Access Edge Computing. IEEE Transactions on Network and Service Management, 2024, 21(3):3224-3235(SCI刊源，中科院二區)

9. Xiaoyong Tang, Yi Liu, Tan Deng, Zexin Zeng, Haowei Huang, Qiyu Wei, Xiaorong Li, Li Yang. A job scheduling algorithm based on parallel workload prediction on computational grid. Journal of Parallel and Distributed Computing, 2023, 171:88-97

10. Xiaoyong Tang, Yong Huang, Meng Xia, Chengfeng Long. A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition. Neural Processing Letters, 2023, 55:1209–1229

11. Tan Deng, Xiaoyong Tang*, Zhiqiang Wu, Xiao Liu, Wei Wei, Zeng Zeng. An Improved DECPSOHDV-Hop Algorithm for Node Location of WSN in Cyber-Physical-Social-System. Computer Communications, 2022, 191:349-359 (通信作者，SCI刊源)

12. Zhiqiang Wu, Zhubin Cai, Xiaoyong Tang*, Yuming Xu, Tan Deng. A Forward and Backward Private Oblivious RAM for Storage Outsourcing on Edge-Cloud Computing. Journal of Parallel and Distributed Computing, 2022, 166:1-14(通信作者)

13. Xiaoyong Tang, Cheng Shi, Tan Deng, Zhiqiang Wu, Li Yang. Parallel Random Matrix Particle Swarm Optimization Scheduling Algorithms with Budget Constraints on Cloud Computing Systems. Applied Soft Computing, 2021, 113, Part A：107914. (SCI刊源，中科院一區)

14. Xiaoyong Tang, Weiqiang Shi, Fan Wu. Interconnection Network Energy-Aware Workflow Scheduling Algorithm on Heterogeneous Systems, IEEE Transactions on Industrial Informatics, 2020, 16(12):7637- 7645 (IF：9.112，SCI刊源)

15. Xiaoyong Tang, Bin Xiao, Kenli Li, Indoor Crowd Density Estimation through Mobile Smartphone Wi-Fi Probes, IEEE Transactions on systems, man, and cybernetics: systems, 2020, 50(7):2638 - 2649 (SCI刊源，中科院一區)

16. Xiaoyong Tang, Xiaopan Yang, Fan Wu. Multifractal Detrended Fluctuation Analysis Parallel Optimization Strategy Based on OpenMP for Image Processing. Neural Computing and Applications, 2020, 32(10): 5599-5608(SCI刊源，中科院二區)

17. Xiaoyong Tang, Zhuojun Fu. CPU-GPU Utilization Aware Energy- Efficient Scheduling Algorithm on Heterogeneous Computing Systems. IEEE ACCESS, 2020, 8: 58948-58958 (SCI刊源，中科院二區)

18. Xiaoyong Tang. Large-scale Computing Systems Workload Prediction Using Parallel Improved LSTM Neural Network. IEEE ACCESS, 2019, 7: 40525- 40533 (SCI刊源，中科院二區)

19. Xiaoyong Tang, Xiaoyi Liao. Application-aware Deadline Constraint Job Scheduling Mechanism on Large-scale Computational Grid. PLoS ONE, 2018, 13(11): e0207596

20. Xiaoyong Tang, Xiaoyi Liao, Jie Zheng, Xiaopan Yang. Energy Efficient Job Scheduling with Workload Prediction on Cloud Data Center. Cluster Computing, 2018, 21(3):1581-1593

21. Xiaoyong Tang, Xiaochun Li, Zhuojun Fu. Budget-constraint Stochastic Task Scheduling on Heterogeneous Cloud Systems. Concurrency and Computation: Practice and Experience, 2017, 29(19):1-13

22. Xiaoyong Tang, Kenli Li, Zeng Zeng, Bharadwaj Veeravalli. A Novel Security-Driven Scheduling Algorithm for Precedence Constrained Tasks in Heterogeneous Distributed Systems. IEEE Transactions on Computers, 2011, 60(7):1017-1029 (中科院二區)

23. Xiaoyong Tang, Xiaopan Yang, Guiping Liao, Xinghui Zhu. A shared cache-aware Task scheduling strategy for multi-core systems. Journal of Intelligent & Fuzzy Systems, 2016, 31 (2):1079–1088

24. Xiaoyong Tang, Kenli Li, Guiping Liao. An Effective Reliability-Driven Technique of Allocating Tasks on Heterogeneous Cluster Systems, Cluster Computing, 2014, 17(4):1413-1425

25. Kenli Li, Xiaoyong Tang, Keqin Li. Energy-Efficient Stochastic Task Scheduling on Heterogeneous Computing Systems. IEEE Transactions on Parallel and Distributed Systems, 2014, 25(11):2867-2876(中科院二區)

26. Kenli Li, Xiaoyong Tang, Bharadwaj Veeravalli, Keqin Li. Scheduling Precedence Constrained Stochastic Tasks on Heterogeneous Cluster Systems. IEEE Transactions on Computers, 2015, 64(1):191-204 (中科院二區)

27. Xiaoyong Tang, Kenli Li, Meikang Qiu, Edwin H.-M. Sha. A Hierarchical Reliability-Driven Scheduling Algorithm in Grid Systems. Journal of Parallel and Distributed Computing, 2012, 72(4):525-535

28. Xiaoyong Tang, Kenli Li, Guiping Liao, Kui Fang, Fan Wu. A stochastic scheduling algorithm for precedence constrained tasks on Grid. Future Generation Computer Systems, 2011, 27(8):1083-1091(中科院一區)

29. Xiaoyong Tang, Kenli Li, Renfa Li, Bharadwaj Veeravalli. Reliability-aware scheduling strategy for heterogeneous distributed computing systems. Journal of Parallel and Distributed Computing, 2010, 70(9):941-952

30. Xiaoyong Tang, Kenli Li, Guiping Liao, and Renfa Li. List scheduling with duplication for heterogeneous computing systems. Journal of Parallel and Distributed Computing, 2010, 70(4):323-329

31. 唐小勇，李肯立，D Padua. 考慮通信競爭的任意處理機網絡表調度算法. 中國科學, 2009, 39 (7): 704-714 (權威期刊, EI收錄)

32. TANG XiaoYong, LI KenLi & D Padua. Communication Contention in APN List Scheduling Algorithm. Science in China Series F: Information Sciences. 2009, 52(1):59-69

33. Kenli Li, Tianfang Tan, Xiaoyong Tang, Feng Wang. Parallelization methods for implementation of discharge simulation along resin insulator surfaces. Computers & Electrical Engineering, 2011, 37(1):30-40

7、 所獲學術榮譽及學術影響：

1. 湖南省121創新人才工程第三層次人才，2019

2. 長沙理工大學“湖湘學者”拔尖人才崗，2020

3. 入選全球前2%頂尖科學家榜單，現在分布式計算領域全球排名約為92

4. 2014年度ACM中國長沙分會優秀博士論文獎獲得者

5. 科技部重點研發計劃項目評審專家、國家自然科學基金評審專家

6. 國內外著名學術期刊IEEE-TC、IEEE-TPDS、JPDC、FGCS、TII、JS、SRE、TNSM、計算機研究與發展等審稿專家

7. 獲2017年度湖南省技術發明獎一等獎：大規模異構并行系統高效能調度關鍵技術及應用，排名第6

8. 獲2019年中國產學研合作創新成果獎一等獎：面向人工智能的大數據并行處理平臺與應用，排名第5

9. 李肯立，唐小勇，2019年度湖南省專利獎一等獎：大規模異構計算系統中任務計算量具有隨機性的調度方法，排名第2

10. 獲2012年度湖南省自然科學二等獎：“可擴展高性能計算的若干基礎理論與方法”，排名第5