Yi Wang 王毅 博士,教授

深圳大学, 计算机与软件学院
国家高性能计算中心深圳分中心
深圳市服务计算与应用重点实验室

主页: http://nhpcc.szu.edu.cn/wangyi
电邮: yiwang [AT] szu.edu.cn
电话: +86 (755) 8657 5734
地址: 深圳市南山区粤海街道深圳大学南校区理工楼L6栋L6-506室, 邮编518060

个人简介


王毅于2011年在香港理工大学电子计算机学系获得计算机科学博士学位,师从邵子立教授和曹建农教授。王毅于2005年及2008年在哈尔滨工业大学分别获得本科及硕士学位。2014年5月起在深圳大学计算机与软件学院国家高性能计算中心深圳分中心(高性能计算所)担任副教授,2019年晋升教授。现任国家高性能计算中心深圳分中心常务副主任、高性能计算研究所常务副所长、广东省国产高性能数据计算系统工程技术研究中心常务副主任、深圳市服务计算与应用重点实验室副主任。在加入深圳大学之前,王毅曾于2011年8月至2014年5月在香港理工大学从事博士后研究。他曾做为访问学者于2011年2月至2011年8月访问美国加利福尼亚大学尔湾分校Nikil Dutt教授的研究组。王毅曾于2006年8月至2007年8月在瑞士苏黎世的飞利浦公司担任应用工程师。

王毅的主要研究方向是计算机体系结构、存储系统、非易失性存储器、云计算、实时及嵌入式系统。王毅共发表学术论文80余篇,其中包括30余篇IEEE/ACM Transactions 汇刊论文,以及多篇计算机体系结构、存储系统、电子设计自动化领域著名期刊论文(TC、TPDS、TCAD、TODAES、TECS、TVLSI等)和国际会议论文(DAC、DATE、RTSS、RTAS、LCTES、CODES+ISSS、ISLPED等)。发表的论文中,中国计算机学会CCF推荐A类论文26篇、B类论文31篇、C类论文14篇。引用次数超过1000次,H-index为23。

王毅曾获得CCF-B类会议LCTES 2017最佳论文奖,CCF-C类会议ASP-DAC 2015最佳论文题名。2018年广东省计算机学会优秀论文一等奖。2017年腾讯优秀教师奖。2018年深圳大学第八届青年教师讲课竞赛一等奖。2017年、2018年深圳大学优秀本科教师奖。

王毅是中国计算机学会(CCF)信息存储技术专委会委员、体系结构专委会委员、嵌入式系统专委会委员。CCF高级会员。曾任CCF YOCSEF深圳学术秘书、CCF YOCSEF深圳副主席。 王毅与国内外高校和研究机构建立并保持了密切的科研合作。主持了国家自然科学基金面上项目、青年项目;军委科技委重点项目课题;广东省自然科学基金杰出青年基金、广东省自然科学基金面上项目、广东省自然科学基金博士启动项目;深圳市基础研究项目;深圳市孔雀计划科研启动;腾讯公司等科研项目。在人才项目方面,获得广东省杰出青年基金、深圳大学“荔园优青”青年学者等项目的支持。

 

研究方向


计算机系统结构,新型存储器,存储系统,实时系统与嵌入式软件,云计算

 

工作经历


 

教育经历


  • 香港理工大学 (2008.08 - 2011.09)

  • 哈尔滨工业大学 (2001.09 - 2008.07)

     

    深圳大学讲授课程


     

    研究项目


     

     

    发表论文


      DBLP: http://dblp.uni-trier.de/pers/hd/w/Wang_0003:Yi

    1. Yi Wang, Jiangfan Huang, Jing Yang, Tao Li: A Temperature-Aware Reliability Enhancement Strategy for 3-D Charge-Trap Flash Memory. IEEE Trans. on CAD of Integrated Circuits and Systems 38(2): 234-244 (2019)
    2. Yi Wang, Mingxu Zhang, Xuan Yang, Tao Li: A Thermal-Aware Physical Space Reallocation for Open-Channel SSD With 3-D Flash Memory. IEEE Trans. on CAD of Integrated Circuits and Systems 38(4): 617-627 (2019)
    3. Renhai Chen, Chi Zhang, Yi Wang, Zhaoyan Shen, Duo Liu, Zili Shao, Yong Guan: DCR: Deterministic Crash Recovery for NAND Flash Storage Systems. IEEE Trans. on CAD of Integrated Circuits and Systems 38(12): 2201-2214 (2019)
    4. Chenlin Ma, Zhaoyan Shen, Yi Wang *, Zili Shao: Alleviating Hot Data Write Back Effect for Shingled Magnetic Recording Storage Systems. IEEE Trans. on CAD of Integrated Circuits and Systems 38(12): 2243-2254 (2019)
    5. Yi Wang, Weixuan Chen, Jing Yang, Tao Li: Exploiting Parallelism for CNN Applications on 3D Stacked Processing-In-Memory Architecture. IEEE Trans. Parallel Distrib. Syst. 30(3): 589-600 (2019)
    6. Jing Chen, Yi Wang *, Amelie Chi Zhou, Rui Mao, Tao Li: PATCH: Process-Variation-Resilient Space Allocation for Open-Channel SSD with 3D Flash. DATE 2019: 216-221
    7. Shangyu Wu, Yi Wang *, Amelie Chi Zhou, Rui Mao, Zili Shao, Tao Li: Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture. DATE 2019: 806-811
    8. Yimei Kang, Xingyu Zhang, Zili Shao, Renhai Chen, Yi Wang: A reliability enhanced video storage architecture in hybrid SLC/MLC NAND flash memory. Journal of Systems Architecture - Embedded Systems Design 88: 33-42 (2018)
    9. Yi Wang, Ruibiao Chen, Rui Mao, Zili Shao: Optimally Removing Synchronization Overhead for CNNs in Three-Dimensional Neuromorphic Architecture. IEEE Trans. Industrial Electronics 65(11): 8973-8981 (2018)
    10. Yi Wang, Weixuan Chen, Jing Yang, Tao Li: Towards Memory-Efficient Allocation of CNNs on Processing-in-Memory Architecture. IEEE Trans. Parallel Distrib. Syst. 29(6): 1428-1441 (2018)
    11. Yimei Kang, Xingyu Zhang, Zili Shao, Renhai Chen, Yi Wang: A Reliable Video Storage Architecture in Hybrid SLC/MLC Nand Flash. ICASSP 2018: 1095-1099
    12. Yi Wang, Tianzheng Wang, Duo Liu, Zili Shao, Jingling Xue: Fine grained, direct access file system support for storage class memory. Journal of Systems Architecture - Embedded Systems Design 72: 80-92 (2017)
    13. Yi Wang, Lisha Dong, Zhong Ming, Yong Guan, Zili Shao: Virtual duplication and mapping prefetching for emerging storage primitives in NAND flash memory storage systems. Microprocessors and Microsystems - Embedded Hardware Design 50: 54-65 (2017)
    14. Renhai Chen, Yi Wang, Duo Liu, Zili Shao, Song Jiang: Heating Dispersal for Self-Healing NAND Flash Memory. IEEE Trans. Computers 66(2): 361-367 (2017)
    15. Yong Guan, Guohui Wang, Chenlin Ma, Renhai Chen, Yi Wang, Zili Shao: A Block-Level Log-Block Management Scheme for MLC NAND Flash Memory Storage Systems. IEEE Trans. Computers 66(9): 1464-1477 (2017)
    16. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan: vFlash: Virtualized Flash for Optimizing the I/O Performance in Mobile Devices. IEEE Trans. on CAD of Integrated Circuits and Systems 36(7): 1203-1214 (2017)
    17. Yi Wang, Lisha Dong, Rui Mao: P-Alloc: Process-Variation Tolerant Reliability Management for 3D Charge-Trapping Flash Memory. ACM Trans. Embedded Comput. Syst. 16(5s): 142:1-142:19 (2017)
    18. Duo Liu, Kan Zhong, Tianzheng Wang, Yi Wang, Zili Shao, Edwin Hsing-Mean Sha, Jingling Xue: Durable Address Translation in PCM-Based Flash Storage Systems. IEEE Trans. Parallel Distrib. Syst. 28(2): 475-490 (2017)
    19. Yi Wang, Mingxu Zhang, Jing Yang: Temperature-aware data allocation strategy for 3D charge-trap flash memory. ASP-DAC 2017: 572-577
    20. Yi Wang, Mingxu Zhang, Jing Yang: Exploiting Parallelism for Convolutional Connections in Processing-In-Memory Architecture. DAC 2017: 4:1-4:6
    21. Yi Wang, Mingxu Zhang, Jing Yang: Towards memory-efficient processing-in-memory architecture for convolutional neural networks. LCTES 2017: 81-90
    22. Guohui Wang, Yong Guan, Yi Wang*, Zili Shao: Energy-aware assignment and scheduling for hybrid main memory in embedded systems. Computing 98(3): 279-301 (2016)
    23. Min Huang, Zhaoqing Liu, Liyan Qiao, Yi Wang*, Zili Shao: An Endurance-Aware Metadata Allocation Strategy for MLC NAND Flash Memory Storage Systems. IEEE Trans. on CAD of Integrated Circuits and Systems 35(4): 691-694 (2016)
    24. Kan Zhong, Duo Liu, Liang Liang, Xiao Zhu, Linbo Long, Yi Wang, Edwin Hsing-Mean Sha: Energy-Efficient In-Memory Paging for Smartphones. IEEE Trans. on CAD of Integrated Circuits and Systems 35(10): 1577-1590 (2016)
    25. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan: Image-Content-Aware I/O Optimization for Mobile Virtualization. ACM Trans. Embedded Comput. Syst. 16(1): 12:1-12:24 (2016)
    26. Yi Wang, Zhiwei Qin, Renhai Chen, Zili Shao, Qixin Wang, Shuai Li, Laurence T. Yang: A Real-Time Flash Translation Layer for NAND Flash Memory Storage Systems. IEEE Trans. Multi-Scale Computing Systems 2(1): 17-29 (2016)
    27. Yi Wang, Zhiwei Qin, Renhai Chen, Zili Shao, Laurence T. Yang: An Adaptive Demand-Based Caching Mechanism for NAND Flash Memory Storage Systems. ACM Trans. Design Autom. Electr. Syst. 22(1): 18:1-18:22 (2016)
    28. Jing Yang, Hui Liao, Jing Chen, Yang Yu, Yi Wang: A Virtual Communication Strategy for Smart Photovoltaic Generation Systems. SmartCom 2016: 256-266
    29. Renhai Chen, Zhiwei Qin, Yi Wang*, Duo Liu, Zili Shao, Yong Guan: On-Demand Block-Level Address Mapping in Large-Scale NAND Flash Storage Systems. IEEE Trans. Computers 64(6): 1729-1741 (2015)
    30. Zhiping Jia, Yang Li, Yi Wang, Meng Wang, Zili Shao: Temperature-Aware Data Allocation for Embedded Systems with Cache and Scratchpad Memory. ACM Trans. Embedded Comput. Syst. 14(2): 30:1-30:24 (2015)
    31. Tianzheng Wang, Duo Liu, Yi Wang, Zili Shao: Towards Write-Activity-Aware Page Table Management for Non-volatile Main Memories. ACM Trans. Embedded Comput. Syst. 14(2): 34:1-34:23 (2015)
    32. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao: Lazy-RTGC: A Real-Time Lazy Garbage Collection Mechanism with Jointly Optimizing Average and Worst Performance for NAND Flash Memory Storage Systems. ACM Trans. Design Autom. Electr. Syst. 20(3): 43:1-43:32 (2015)
    33. Yimei Kang, Bin Hu, Yi Wang, Zili Shao: A Scale Self-Adaptive Tracking Method Based on Moment Invariants. Signal Processing Systems 81(2): 197-212 (2015)
    34. Min Huang, Yi Wang, Zhaoqing Liu, Liyan Qiao, Zili Shao: A Garbage Collection Aware Stripping method for Solid-State Drives. ASP-DAC 2015: 334-339
    35. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan: Unified non-volatile memory and NAND flash memory architecture in smartphones. ASP-DAC 2015: 340-345
    36. Min Huang, Yi Wang, Liyan Qiao, Duo Liu, Zili Shao: SmartBackup: An Efficient and Reliable Backup Strategy for Solid State Drives with Backup Capacitors. HPCC/CSS/ICESS 2015: 746-751
    37. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan: Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization. HPCC/CSS/ICESS 2015: 1031-1036
    38. Yi Wang, Tianzheng Wang, Zili Shao, Duo Liu, Jingling Xue: File system-independent block device support for storage class memory. INFOCOM Workshops 2015: 468-473
    39. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao: Optimizing deterministic garbage collection in NAND flash storage systems. RTAS 2015: 14-23
    40. Junhui Wang, Yue Qian, Yi Wang, Zili Shao, Wenhua Dou, Qiang Dou: Analysis of worst-case backlog bounds for Networks-on-Chip. Journal of Systems Architecture - Embedded Systems Design 60(6): 494-508 (2014)
    41. Yi Wang, Zhiping Jia, Renhai Chen, Meng Wang, Duo Liu, Zili Shao: Loop scheduling with memory access reduction subject to register constraints for DSP applications. Softw., Pract. Exper. 44(8): 999-1026 (2014)
    42. Duo Liu, Tianzheng Wang, Yi Wang, Zili Shao, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Application-Specific Wear Leveling for Extending Lifetime of Phase Change Memory in Embedded Systems. IEEE Trans. on CAD of Integrated Circuits and Systems 33(10): 1450-1462 (2014)
    43. Yi Wang, Min Huang, Zili Shao, Henry C. B. Chan, Luis Angel D. Bathen, Nikil D. Dutt: A Reliability-Aware Address Mapping Strategy for NAND Flash Memory Storage Systems. IEEE Trans. on CAD of Integrated Circuits and Systems 33(11): 1623-1631 (2014)
    44. Yi Wang, Zili Shao, Henry C. B. Chan, Duo Liu, Yong Guan: Memory-Aware Task Scheduling with Communication Overhead Minimization for Streaming Applications on Bus-Based Multiprocessor System-on-Chips. IEEE Trans. Parallel Distrib. Syst. 25(7): 1797-1807 (2014)
    45. Yi Wang, Zili Shao, Henry C. B. Chan, Luis Angel D. Bathen, Nikil D. Dutt: A Reliability Enhanced Address Mapping Strategy for Three-Dimensional (3-D) NAND Flash Memory. IEEE Trans. VLSI Syst. 22(11): 2402-2410 (2014)
    46. Yi Wang, Linfeng Pan, Zili Shao, Yong Guan, Minyi Guo: Loop Transforming for Reducing Data Alignment on Multi-Core SIMD Processors. Signal Processing Systems 74(2): 137-150 (2014)
    47. Chi Zhang, Yi Wang, Tianzheng Wang, Renhai Chen, Duo Liu, Zili Shao: Deterministic Crash Recovery for NAND Flash Based Storage Systems. DAC 2014: 148:1-148:6
    48. Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan: Virtual-machine metadata optimization for I/O traffic reduction in mobile virtualization. NVMSA 2014: 1-2
    49. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao: Data-assemblage: a translation-page-aware data block allocation strategy for flash-based solid state drives. Design Autom. for Emb. Sys. 17(3-4): 565-586 (2013)
    50. Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao: Optimally Removing Intercore Communication Overhead for Streaming Applications on MPSoCs. IEEE Trans. Computers 62(2): 336-350 (2013)
    51. Duo Liu, Tianzheng Wang, Yi Wang, Zili Shao, Qingfeng Zhuge, Edwin Hsing-Mean Sha: Curling-PCM: Application-specific wear leveling for phase change memory based embedded systems. ASP-DAC 2013: 279-284
    52. Qi Zhang, Xuandong Li, Linzhang Wang, Tian Zhang, Yi Wang, Zili Shao: Optimizing translation information management in NAND flash memory storage systems. ASP-DAC 2013: 326-331
    53. Renhai Chen, Yi Wang, Zili Shao: DHeating: Dispersed heating repair for self-healing NAND flash memory. CODES+ISSS 2013: 7:1-7:10
    54. Tianzheng Wang, Duo Liu, Yi Wang, Zili Shao: FTL2: a hybrid flash translation layer with logging for write reduction in flash memory. LCTES 2013: 91-100
    55. Yong Guan, Guohui Wang, Yi Wang, Renhai Chen, Zili Shao: BLog: block-level log-block management for NAND flash memorystorage systems. LCTES 2013: 111-120
    56. Yi Wang, Renhai Chen, Zili Shao, Tao Li: SolarTune: Real-time scheduling with load tuning for solar energy powered multicore systems. RTCSA 2013: 101-110
    57. Yang Li, Lei Ju, Zhiping Jia, Yi Wang, Zili Shao: Thermal-Aware On-Chip Memory Architecture Exploration. TrustCom/ISPA/IUCC 2013: 1386-1393
    58. Hongxing Wei, Bin Wang, Yi Wang, Zili Shao, Keith C. C. Chan: Staying-alive path planning with energy optimization for mobile robots. Expert Syst. Appl. 39(3): 3559-3571 (2012)
    59. Duo Liu, Yi Wang, Zili Shao, Minyi Guo, Jingling Xue: Optimally Maximizing Iteration-Level Loop Parallelism. IEEE Trans. Parallel Distrib. Syst. 23(3): 564-572 (2012)
    60. Duo Liu, Yi Wang, Zhiwei Qin, Zili Shao, Yong Guan: A Space Reuse Strategy for Flash Translation Layers in SLC NAND Flash Memory Storage Systems. IEEE Trans. VLSI Syst. 20(6): 1094-1107 (2012)
    61. Yi Wang, Luis Angel D. Bathen, Nikil D. Dutt, Zili Shao: Meta-Cure: a reliability enhancement strategy for metadata in NAND flash memory storage systems. DAC 2012: 214-219
    62. Yi Wang, Luis Angel D. Bathen, Zili Shao, Nikil D. Dutt: 3D-FlashMap: A physical-location-aware block mapping strategy for 3D NAND flash memory. DATE 2012: 1307-1312
    63. Duo Liu, Tianzheng Wang, Yi Wang, Zhiwei Qin, Zili Shao: A block-level flash memory management scheme for reducing write activities in PCM-based embedded systems. DATE 2012: 1447-1450
    64. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao: Real-Time Flash Translation Layer for NAND Flash Memory Storage Systems. IEEE Real-Time and Embedded Technology and Applications Symposium 2012: 35-44
    65. Miao Liu, Duo Liu, Yi Wang, Meng Wang, Zili Shao: On Improving Real-Time Interrupt Latencies of Hybrid Operating Systems with Two-Level Hardware Interrupts. IEEE Trans. Computers 60(7): 978-991 (2011)
    66. Yi Wang, Hui Liu, Duo Liu, Zhiwei Qin, Zili Shao, Edwin Hsing-Mean Sha: Overhead-aware energy optimization for real-time streaming applications on multiprocessor System-on-Chip. ACM Trans. Design Autom. Electr. Syst. 16(2): 14:1-14:32 (2011)
    67. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao, Yong Guan: MNFTL: an efficient flash translation layer for MLC NAND flash memory storage systems. DAC 2011: 17-22
    68. Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao: An endurance-enhanced Flash Translation Layer via reuse for NAND flash memory storage systems. DATE 2011: 14-19
    69. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao: A Two-Level Caching Mechanism for Demand-Based Page-Level Address Mapping in NAND Flash Memory Storage Systems. IEEE Real-Time and Embedded Technology and Applications Symposium 2011: 157-166
    70. Duo Liu, Tianzheng Wang, Yi Wang, Zhiwei Qin, Zili Shao: PCM-FTL: A Write-Activity-Aware NAND Flash Memory Management Scheme for PCM-Based Embedded Systems. RTSS 2011: 357-366
    71. Meng Wang, Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao: Compiler-assisted leakage-aware loop scheduling for embedded VLIW DSP processors. Journal of Systems and Software 83(5): 772-785 (2010)
    72. Zhiwei Qin, Yi Wang, Duo Liu, Zili Shao: Demand-based block-level address mapping in large-scale NAND flash storage systems. CODES+ISSS 2010: 173-182
    73. Yi Wang, Duo Liu, Meng Wang, Zhiwei Qin, Zili Shao, Yong Guan: RNFTL: a reuse-aware NAND flash translation layer for flash memory. LCTES 2010: 163-172
    74. Yi Wang, Duo Liu, Meng Wang, Zhiwei Qin, Zili Shao: Optimal Task Scheduling by Removing Inter-Core Communication Overhead for Streaming Applications on MPSoC. IEEE Real-Time and Embedded Technology and Applications Symposium 2010: 195-204
    75. Yi Wang, Duo Liu, Zhiwei Qin, Zili Shao: Memory-Aware Optimal Scheduling with Communication Overhead Minimization for Streaming Applications on Chip Multiprocessors. RTSS 2010: 350-359
    76. Meng Wang, Yi Wang, Duo Liu, Zili Shao: Improving the Reliability of Embedded Systems with Cache and SPM. MASS 2009: 825-830
    77. Meng Wang, Duo Liu, Yi Wang, Zili Shao: Loop scheduling with memory access reduction under register constraints for DSP applications. SiPS 2009: 139-144

    78. * 通讯作者