刘楚波
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刘楚波,男,教授,博士生导师,国家级青年人才计划获得者,高性能计算应用软件技术教育部工程研究中心副主任。研究方向主要涉及并行分布式计算、体系结构、人工智能、博弈论、近似算法与随机算法。在国际顶级期刊会议IEEE-TC、TPDS、TCC、TMC、ACM-TOMPECS、ISCA、DAC等发表论文40余篇,其中,CCF-A类论文20余篇,ESI高被引论文2篇。研究成果获国家科技进步二等奖(排10/2023)、国家级教学成果二等奖(排9/2022)、湖南省自然科学一等奖(排2/2020)、湖湘青年英才支持计划(2021)、CCF科技进步特等奖(排1/2022)、IEEE-TCSC青年学者奖(2019)、ACM-SIGHPC中国新星奖(2021)、中国产学研合作创新成果一等奖(排3/2019)、IFIP-NPC最佳论文奖(2019)等。担任IEEE-TC、IEEE-TPDS、IEEE-TCC、IEEE-JSAC、IEEE-TII等国际期刊审稿人。主持国家重点研发计划青年科学家项目、国家自然科学面上和青年基金项目、华为合作项目等纵向和横向项目多项,作为课题骨干参与国家重点研发计划项目3项。
中文名: 刘楚波 英文名:
学历: 博士 职称: 教授
联系电话: 电子邮件: liuchubo@hnu.edu.cn
研究方向: 并行分布式计算、体系结构、人工智能、博弈论、近似算法与随机算法
联系地址: 湖南省长沙市岳麓区麓山南路2号,湖南大学信息科学与工程学院(410082)
所属机构:  计算机科学系  学院教师
近期学术论文

(1) Qilin Hu, Yan Ding, Chubo Liu, Keqin Li, Kenli Li, Albert Y. Zomaya. CBANA: A Lightweight, Efficient, and FlexibleCache Behavior Analysis Framework. IEEE Transactions on Computers (IEEE-TC), 2024. (Accepted, CCF A类)

(2) Shengyi Ji, Chubo Liu, Yan Ding, Qing Liao, Zhuo Tang. A Real-time Execution System of Multimodal Transformerthrough PIM-GPU Collaboration. The 61th ACM Design Automation Conference (DAC), 2024 (Accepted, CCF A类)

(3) Rui Pan, Chubo Liu, Guoqing Xiao, Mingxing Duan, Keqin Li, Kenli Li. An Algorithm and Architecture Co-design for Accelerating Smart Contracts in Blockchain. The 50th International Symposium on Computer Architecture (ISCA), 2023 (CCF A类)

(4) Yan Ding, Chubo Liu, Mingxing Duan, Wanli Chang, Keqin Li, Kenli Li. HAIMA: A Hybrid SRAM and DRAM Accelerator-in-Memory Architecture for Transformer. The 60th ACM Design Automation Conference (DAC), 2023 (CCF A类)

(5) Zihao Zeng, Chubo Liu, Zhuo Tang, Kenli Li, Keqin Li. AccTFM: An Effective Intra-Layer Model Parallelization Strategy for Training Large-Scale Transformer-Based Models. IEEE Transactions on Parallel and Distributed Systems (IEEE-TPDS)2022, 33(12): 4326-4338. (CCF A类)

(6) Chubo Liu, Fan Tang, Kenli Li, Yikun Hu, Kenli Li, Zhuo Tang, Keqin Li. Distributed Task Migration Optimization in MEC by Extending Multi-agent Deep Reinforcement Learning Approach. IEEE Transactions on Parallel and Distributed Systems (IEEE-TPDS), 2021, 32(7): 1603-1614(CCF A类)

(7) Zihao Zeng, Chubo Liu, Zhuo Tang, Wanli Chang, Kenli Li. Training Acceleration for Deep Neural Networks: A Hybrid Parallelization Strategy. The 58th ACM Design Automation Conference (DAC), 2021 (CCF A类)

(8) Yan Ding, Chubo Liu, Xu Zhou, Zhao Liu, Zhuo Tang. A Code-Oriented Partitioning Computation Offloading Strategy for Multiple Users and Multiple Mobile Edge Computing Servers. IEEE Transactions on Industrial Informatics (IEEE-TII), 2020, 16(7): 4800-4810. (JCR 1区)

(9) Chubo Liu, Kenli Li, Jie Liang, Keqin Li. COOPER-MATCH: Job Offloading with A Cooperative Game for Guranteeing Strict Deadlines in MEC. IEEE Transactions on Mobile Computing (IEEE-TMC), 2019, DOI: 10.1109/TMC.2019.2921713. (CCF A类)

(10) Chubo Liu, Kenli Li, Jie Liang, Keqin Li. COOPER-SCHED: A Cooperative Scheduling Framework for Mobile Edge Computing with Expected Deadline Guarantee. IEEE Transactions on Parallel and Distributed Systems (IEEE-TPDS), 2019, DOI: 10.1109/TPDS.2019.2921761. (CCF A类)

(11) Chubo Liu, Kenli Li, Jie Liang, Keqin Li. Service Reliability in an HC: Considering From the Perspective of Scheduling With Load-Dependent Machine Reliability. IEEE Transactions on Reliability (IEEE-TR), 2019, 68(2): 476-495.

(12) Chubo Liu, Kenli Li, Keqin Li. A Game Approach to Multi-servers Load Balancing with Load-Dependent Server Availability Consideration. IEEE Transactions on Cloud Computing (IEEE-TCC), 2021, 9(1): 1-13. (JCR 1区)

(13) Chubo Liu, Kenli Li, Keqin Li, Rajkumar Buyya. A New Cloud Service Mechanism for Profit Optimizations of a Cloud Provider and Its Users. IEEE Transactions on Cloud Computing (IEEE-TCC), 2021, 9(1): 14-26. (JCR 1区)

(14) Chubo Liu, Kenli Li, Zhuo Tang, Keqin Li. Bargaining Game Based Scheduling for Performance Guarantees in Cloud Computing. ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ACM-TMPECS), 2018, 3(1): 1-25.

(15) Chubo Liu, Kenli Li, Keqin Li. Minimal Cost Server Configuration for Meeting Time-Varying Resource Demands in Cloud Centers. IEEE Transactions on Parallel and Distributed Systems (IEEE-TPDS), 2018, 29(11): 2503-2513. (CCF A类)

(16) Chubo Liu, Kenli Li, Chengzhong Xu, Keqin Li. Strategy Configurations of Multiple Users Competition for Cloud Service Reservation. IEEE Transactions on Parallel and Distributed Systems (IEEE-TPDS), 2016, 27(2): 508-520. (CCF A类)

(17) Kenli Li, Chubo Liu, Keqin Li, Albert Y. Zomaya. A Framework of Price Bidding Configurations for Resource Usage in Cloud Computing. IEEE Transactions on Parallel and Distributed Systems (IEEE-TPDS), 2016, 27(8): 2168-2181. (CCF A类)

(18) Kenli Li, Chubo Liu, Keqin Li. An approximation algorithm based on game theory for scheduling simple linear deteriorating jobs. Theoretical Computer Science (TCS), 2014, 543: 46-51. (CCF B类)

(19) Junyan Hu, Kenli Li, Chubo Liu, Keqin Li. A Game-Based Price Bidding Algorithm for Multi-attribute Cloud Resource Provision. IEEE Transactions on Services Computing (IEEE-TSC), 2021, 14(4): 1111-1122. (CCF B类)



部分科研项目

1. 国家重点研发计划青年科学家项目,2021YFB0300300,面向千万核心并行计算系统的应用程序弹性并行划分和自适应调度方法和技术研究,2022/01-2023/12,在研,主持

2. 国家自然科学基金面上项目62072165,深度学习计算服务化异步并行处理体系结构研究,2021/01-2024/12,在研,主持

 3. 国家自然科学基金青年项目,61702170,基于博弈论的云提供商及其用户效益协同优化服务机制和策略,2018/01-2020/12,结题,主持