焦佳佳,女,1986出生, 副教授,硕士生导师。近年来在Microelectronics reliability, Microprocessors and Microsystems, Design, Automation & Test in Europe 等国际期刊和会议作为第一作者已发表论文20余篇,主持/参与多项国家自然科学基金项目;主持全英文课程和一流精品课程教改项目,获校教学成果一等奖;获校优秀青年教师,刘浩清英才奖,校三八红旗手等。
教育背景
- 2019~2020 访问学者 电子计算机工程 美国康奈尔大学
- 2009~2014 工学博士 电子科学与技术 上海交通大学
- 2013~2014 博士访学 电子计算机工程 美国卡内基梅陇大学
- 2007~2009 工学硕士 计算机系统结构 上海交通大学
- 2003~2007 工学学士 计算机科学与技术 南京航空航天大学
研究兴趣
- 机器学习等数据分析方法的应用;
- 面向众核结构的可靠性和能耗的评估及优化;
- 机器/深度学习与计算机体系结构更多交叉尝试如近似计算相关研究等
欢迎有热情愿意努力的同学一起开展更多有意思的东西!无论是出国深造还是国内读研亦或是为求职增添砝码,无论你是本科生还是研究生,努力就有收获!提供更多和国内外知名高校合作学习机会和平台!
联系方式 Email: jiaojiajia@shmtu.edu.cn
主讲课程
- 计算机系统结构
- 计算机原理与汇编
项目经历
- 在研主持,2016~2018 国家自然科学青年基金 近似计算中基于概率图模型的软错误量化方法研究;
- 结题主持,2010~2012 上海交通大学研究生创新基金 3D片上网络互连众核系统的性能优化研究;
- 核心参与,2011~2013 美国Cisco研究中心大学计划 片上网络中的容错虚拟化技术研究;
- 核心参与,2013~2016 上海市委重点项目 众核处理器的软错误评估方法研究;
- 主要参与,2015~2018 国家自然科学面上项目 处理器中高效高精度的软错误量化关键技术研究
发表论文
期刊
- Jiajia Jiao. “HEAP: A Holistic Error Assessment Framework for Multiple Approximations Using Probabilistic Graphical Models.” Electronics 9, no. 2 (2020): 373.
- Jiajia Jiao, Libao Wang, Yanxiang Li, Dezhi Han, Min Yao, Kuan-Ching Li, and Hai Jiang. “CASH: correlation-aware scheduling to mitigate soft error impact on heterogeneous multicores.” Connection Science (2020): 1-23.
- Jiajia Jiao, and Dezhi Han. “Mitigating multi-cell upsets impacts on approximate network on chip through unequal message protection.” IEICE Electronics Express (2020): 17-20200056.
- Jiajia Jiao, Dezhi Han, and Yuzhuo Fu. “A virtual filter based fast assessment methodology for fault tolerant NoCs.” IEICE Electronics Express (2018): 15-20180655.
- Jiajia Jiao, JiaBin Wang, and Dezhi Han. “A place-aware redundancy methodology for multi-cell upsets mitigation in NoC.” IEICE Electronics Express (2018): 15-20180777.
- Jiajia Jiao, Diana Marculescu, Da-Cheng Juan, Yuzhuo Fu, A Two-level Approximate Model Driven Framework for Characterizing Multi-Cell Upsets Impacts on Processors, Microelectronics Journal, 2016(SCI)
- Jiajia Jiao, Xing Han, Yuzhuo Fu, A PGM based Multi-level reliability analysis in Data Cache, IEICE electronic express, 2015 (SCI)
- Jiajia Jiao, Da-Cheng Juan, Diana Marculescu, Yuzhuo Fu, Exploiting Component Dependency for Accurate Architectural-level Soft Error Analysis via Probabilistic Graphical Models, Microelectronics Reliability, 2015(SCI)
- Jiajia Jiao,Yuzhuo Fu,Shijie Wen, Fine-grain AVF assessment in the Network on Chip Using a Multi-Cell Upsets considered Fault Injection, Microelectronics Reliability, 2014(SCI)
- Jiajia Jiao,Yuzhuo Fu, Exploiting and Evaluating the Potentials of the Link Addition Method for NoC Transient Error Mitigation, Microprocessors and Microsystems, 2014(SCI)
- Jiajia Jiao,Yuzhuo Fu, Reliability-Aware link management strategy for Network on Chip, the journal of Shanghai Jiao Tong University,2013(EI)
会议
- Jiajia Jiao, Debjit Pal, Chenhui Deng and Zhiru Zhang, GLAIVE: Graph Learning Assisted Instruction Vulnerability Estimation, Appeared in DATE (Design, Automation & Test in Europe) 2021
- Jiabin Wang, Jiajia Jiao, and Yuzhuo Fu. “Ensemble learning based Architecture Vulnerability Factor calculation using partial feature set in processors.” Journal of Physics: Conference Series. Vol. 1195. No. 1. IOP Publishing, 2019.
- Zhang, Chentong, and Jiajia Jiao. “Exploiting the Similarity of Top 100 Beauties for Hairstyle Recommendation via Perceptual Hash.” In International Conference on Intelligence Science, pp. 49-59. Springer, Cham, 2018.
- Jiajia Jiao, and Dezhi Han. “A Fast Global AVF Calculation Methodology for Multi-core Reliability Assessment.” In International Conference on Parallel and Distributed Computing: Applications and Technologies, pp. 63-72. Springer, Singapore, 2018.
- Jiajia Jiao, Dezhi Han, and Yuhao Liu. “Exploiting critical factors for higher education course construction of teaching in a second language: case study of’computer architecture’.” In Proceedings of the 10th International Conference on Education Technology and Computers, pp. 39-43. 2018.
- Jiajia Jiao, Yuzhuo Fu, A Heuristically Mechanical Method for Accurate and Fast Soft Error Analysis, Asian Test Symposium, 2014(EI)
- Jiajia Jiao, Yuzhuo Fu,Da-Cheng Juan, Diana Marculescu, Exploiting Component Dependency for Accurate Architectural-level Soft Error Analysis,DAC WIP,2014(poster)
- Jiajia Jiao, Yuzhuo Fu, A cost-effective method for masking transient errors in NoC flit type, international conference of ASICON,2013(EI)
- Jiajia Jiao,Yuzhuo Fu, RAPA: Reliability-Aware Priority Arbitration strategy for Network on Chip, GLSVLSI, 2012(EI)
- Jiajia Jiao,Yuzhuo Fu,B2RAC:A physical link addition methodology for Network on Chip, NoCArc,2011(EI)
- Jiajia Jiao,Yuzhuo Fu, Jiang Jiang, Architecture-level analysis and evaluation of transient errors on NoC, NORCHIP,2011(EI)
- Jiajia Jiao, Peng Wu, Yuzhuo Fu, Exploiting low cost reliability for NoC transient routing error, ICCTD,2011(ISTP)
- Jiajia Jiao, Yuzhuo Fu, Yaoyi Wu, Multi-application Specified Link Removal Strategy for Network on Chip, Computational Science and Optimization,2011(EI, Best Paper)
- Jiajia Jiao, Yuzhuo Fu, Han Wang, Ting Liu, Xing Han, Performance Analysis and Optimization for Homogenous Multi-core System based 3D Torus Network on Chip, NEWCAS,2010(EI)