唐小勇
發(fā)布時(shí)間: 2023-11-20 09:03:18 瀏覽量:
長(zhǎng)沙理工大學(xué)計(jì)算機(jī)學(xué)院研究生導(dǎo)師基本信息表 |
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1、個(gè)人基本信息: |
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姓 名:唐小勇 |
性 別:男 |
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出生年月:1973.3 |
技術(shù)職稱:教授 |
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畢業(yè)院校:湖南大學(xué) |
學(xué)歷(學(xué)位):博士 |
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所在學(xué)科:計(jì)算機(jī)科學(xué)與技術(shù) |
研究方向:云計(jì)算、并行分布式計(jì)算、大數(shù)據(jù)、智能計(jì)算 |
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聯(lián)系方式: tangxy@csust.edu.cn, 413881931@qq.com |
導(dǎo)師層次:博士、碩士生導(dǎo)師 |
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2、教育背景: |
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2004.9-2007.6 |
湖南大學(xué) |
碩士 |
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2009.9-2013.6 |
湖南大學(xué) |
博士 |
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2014.4-2015.4 |
香港理工大學(xué) |
博士后 |
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3、 目前研究領(lǐng)域: |
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云計(jì)算、并行分布式計(jì)算、大數(shù)據(jù)、智能計(jì)算 |
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4、已完成或已在承擔(dān)的主要課題: |
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1. 國(guó)家自然科學(xué)基金面上項(xiàng)目(62372064):基于Spark應(yīng)用負(fù)載特征預(yù)測(cè)的異構(gòu)系統(tǒng)能耗優(yōu)化調(diào)度策略,課題主持人,2024.1-2027.12 [國(guó)家級(jí)] 2. 國(guó)家自然科學(xué)基金面上項(xiàng)目(61972146):基于負(fù)載預(yù)測(cè)的云數(shù)據(jù)中心資源優(yōu)化管理與任務(wù)調(diào)度機(jī)制,課題主持人,2020.1-2023.12 [國(guó)家級(jí)] 3. 長(zhǎng)沙市科技重大專項(xiàng)(kh2301010):基于PK和鯤鵬體系融合的云底座及管理軟件研發(fā),首席科學(xué)家,2023.4-2027.4 4. 湖南省自然科學(xué)基金面上項(xiàng)目:基于超異構(gòu)系統(tǒng)的信用評(píng)估協(xié)同處理關(guān)鍵理論與方法(2025JJ50347),課題主持人,2025.1-2027.12 [省級(jí)] 5. 湖南省自然科學(xué)基金面上項(xiàng)目:面向云計(jì)算系統(tǒng)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(jí)] 6. 湖南省重點(diǎn)研發(fā)計(jì)劃課題(2018GK2055):云計(jì)算平臺(tái)關(guān)鍵共性技術(shù)中間件系統(tǒng)研發(fā),課題主持人, 2018.8-2021.8 [省級(jí)] 7. 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題(2018YFB0204004):基于應(yīng)用的優(yōu)化調(diào)度方法與實(shí)現(xiàn),任務(wù)負(fù)責(zé)人, 2018.5-2021.4 [國(guó)家級(jí)] 8. 國(guó)家自然科學(xué)基金面上項(xiàng)目(61672219):超級(jí)計(jì)算系統(tǒng)預(yù)算約束的可靠性與能耗動(dòng)態(tài)融合任務(wù)調(diào)度策略,課題主持人2017.1-2017.12 [國(guó)家級(jí)] 9. 國(guó)家重點(diǎn)研發(fā)計(jì)劃課題(2016YFB0201402):基于應(yīng)用的全局資源優(yōu)化調(diào)度方法研究,任務(wù)負(fù)責(zé)人,2016.7-2018.6 [國(guó)家級(jí)] 10. 國(guó)家自然科學(xué)基金面上項(xiàng)目(61370098):異構(gòu)眾核處理器自適應(yīng)任務(wù)調(diào)度理論與方法,課題主持人,2014.1-2017.12 [國(guó)家級(jí)] 11. 算機(jī)軟件新技術(shù)國(guó)家重點(diǎn)實(shí)驗(yàn)室開放課題(KFKT2016B02):混合云計(jì)算系統(tǒng)預(yù)算約束的隨機(jī)任務(wù)調(diào)度策略研究,課題主持人, 2016.6-2018.5 12. 湖南省自然科學(xué)基金面上項(xiàng)目(2015JJ2078):面向SpMV的多核CPU與眾核GPU異構(gòu)協(xié)同計(jì)算研究,課題主持人,2015.1-2017.12 [省級(jí)] 13. 中國(guó)博士后科學(xué)基金(2014M552134):CPU+MIC異構(gòu)眾核協(xié)同計(jì)算系統(tǒng)任務(wù)劃分與調(diào)度理論,課題主持人, 2014.4-2015.7 [省級(jí)] 14. 湖南省高等學(xué)??茖W(xué)研究重點(diǎn)項(xiàng)目(12A062):異構(gòu)并行計(jì)算系統(tǒng)中基于可靠性的任務(wù)調(diào)度策略研究,課題主持人,2012.6-2015.6 [省級(jí)] 15. 信息安全國(guó)家重點(diǎn)實(shí)驗(yàn)室開放課題:云計(jì)算環(huán)境中基于動(dòng)態(tài)信任評(píng)估的訪問控制策略研究,課題主持人2012.1-2013.12 16. 國(guó)家自然科學(xué)基金重點(diǎn)項(xiàng)目(61133005):大規(guī)模異構(gòu)并行系統(tǒng)的高效能調(diào)度理論與方法,課題主要研究者[第六],2012.1-2016.12 [國(guó)家級(jí)] |
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6、已發(fā)表的學(xué)術(shù)論文: |
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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(qū)) 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(qū)) 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(qū),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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(qū)) 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(jìng)爭(zhēng)的任意處理機(jī)網(wǎng)絡(luò)表調(diào)度算法. 中國(guó)科學(xué), 2009, 39 (7): 704-714 (權(quán)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 |
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7、 所獲學(xué)術(shù)榮譽(yù)及學(xué)術(shù)影響: |
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1. 湖南省121創(chuàng)新人才工程第三層次人才,2019 2. 長(zhǎng)沙理工大學(xué)“湖湘學(xué)者”拔尖人才崗,2020 3. 入選全球前2%頂尖科學(xué)家榜單,現(xiàn)在分布式計(jì)算領(lǐng)域全球排名約為92 4. 2014年度ACM中國(guó)長(zhǎng)沙分會(huì)優(yōu)秀博士論文獎(jiǎng)獲得者 5. 科技部重點(diǎn)研發(fā)計(jì)劃項(xiàng)目評(píng)審專家、國(guó)家自然科學(xué)基金評(píng)審專家 6. 國(guó)內(nèi)外著名學(xué)術(shù)期刊IEEE-TC、IEEE-TPDS、JPDC、FGCS、TII、JS、SRE、TNSM、計(jì)算機(jī)研究與發(fā)展等審稿專家 7. 獲2017年度湖南省技術(shù)發(fā)明獎(jiǎng)一等獎(jiǎng):大規(guī)模異構(gòu)并行系統(tǒng)高效能調(diào)度關(guān)鍵技術(shù)及應(yīng)用,排名第6 8. 獲2019年中國(guó)產(chǎn)學(xué)研合作創(chuàng)新成果獎(jiǎng)一等獎(jiǎng):面向人工智能的大數(shù)據(jù)并行處理平臺(tái)與應(yīng)用,排名第5 9. 李肯立,唐小勇,2019年度湖南省專利獎(jiǎng)一等獎(jiǎng):大規(guī)模異構(gòu)計(jì)算系統(tǒng)中任務(wù)計(jì)算量具有隨機(jī)性的調(diào)度方法,排名第2 10. 獲2012年度湖南省自然科學(xué)二等獎(jiǎng):“可擴(kuò)展高性能計(jì)算的若干基礎(chǔ)理論與方法”,排名第5 |