Email: yinjinfu at gmail dot com

Google Scholar Citations

Biography:

       Yinjin Fu is an associate professor in computer science at Sun Yat-Sen University. He received the B.Sc. degree in mathematics from Nanjing University, Nanjing, China, in 2006, M.A.Sc. and Ph.D. degrees in computer science from National University of Defense Technology, Changsha, China, in 2008 and 2013, respectively, under supervision of Prof. Nong Xiao. He was a visiting Ph.D. student in Department of Computer Science and Engineering, University of Nebraska-Lincoln, in 2010-2012, under supervision of Prof. Hong Jiang, a postdoctoral fellow in System Engineering Research Institute of AMS, Beijing and an assistant research fellow in PengCheng Laboratory, Shenzhen, in 2019-2021, under supervision of the CAE Academician Quan Yu. Now he is doing research on highly efficient cloud storage and memory pooling for big data.

Research Interests:

     Data Deduplication; Network Storage System; Cloud Computing; Big Data Protection; Computer and Network Architecture

Selected Publications:

Journal：

1. Chenjing Tian, Haotong Cao, Yinjin Fu*, Sahil Garg, Georges Kaddoum, Mohammad Mehedi Hassan. “Online and Reliable SFC Protection Scheme of Distributed Cloud Network for Future IoT Application.” Computer Communications, Volume 208:179-189, August 1st, 2023.

2. Yinjin Fu, Yutong Lu, Zhiguang Chen, Yang Wu, Nong Xiao. "Design and Simulation of Content-Aware Hybrid DRAM-PCM Memory System."   IEEE Transactions on Parallel and Distributed Systems (TPDS),  33(7):1666-1677, 2022.

3. Yinjin Fu, Nong Xiao, Tao Chen, Jian Wang. "Fog-to-MultiCloud Cooperative eHealth Data Management with Application-Aware Secure Deduplication." IEEE Transactions on Dependable and Secure Computing (TDSC), PP(1-1), Jun. 2nd, 2021. 

4. Kun Xu, Yinjin Fu, et al. "Research Progress on Blockchain-based Cloud Storage Security Mechanism." Computer Science, 48(11):102-115, 2021. (In Chinese)(Cover Story)

5. Quan Yu, Jing Ren, Jiyan Zhang, Siyang Liu, Yinjin Fu, et al. “An Immunology-Inspired Network Security Architecture.” IEEE Wireless Communications, 27(5): 168-173, 2020.

6. Yuhan Bao, Yinjin Fu, et al. "Research Progress on Key Techniques of Multi-Cloud Storage." Computer Engineering, 46(10): 18-32,40, 2020. (In Chinese) (Invited Paper)

7. Yinjin Fu, Nong Xiao, Hong Jiang, et al. "Application-Aware Big Data Deduplication in Cloud Environment." IEEE Transactions on Cloud Computing (TCC), 7(4): 921-934, Dec. 1st, 2019.

8. Quan Yu, Jing Ren, Yinjin Fu, et al. “Cybertwin: An Origin of Next Generation Network Architecture.” IEEE Wireless Communications, 26(6):111-117, Dec. 2019.

9. Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Kai Lu, Liming Zhu. "A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds."  IEEE Transactions on Parallel and Distributed Systems (TPDS), 29(6): 1202-1216, Jan. 2018. 

10. Jingsong Shan, Yinjin Fu, et al. "Fast Counting the Cardinality of Flows for Big Traffic over Sliding Windows." Frontiers of Computer Science Special Issue on Software-defined Storage for Big Data, 11(1): 119-129, 2017.

11. Zhaofeng Wu, G. Hu, F. Jin, Yinjin Fu, et al. "A Novel Routing Design in the IP-based GEO/LEO Hybrid Satellite Networks," International Journal of Satellite Communication and Networking, 35(3): 179-199, 2017.

12. Zhaofeng Wu, F. Jin, J. Luo, Yinjin Fu, et al.  "A Graph-based Satellite Handover Framework for LEO Satellite Communication Networks." IEEE Communications Letters, 20(8) : 1547-1550, Aug. 2016.

13. Yinjin Fu,  et al. “Application-aware Parallel Deduplication Storage System for Big Data Backup”. Journal of Computer Research and Development,  52(Sl): 139-147, 2015. (In Chinese)

14. Yinjin Fu, Hong Jiang, Nong Xiao, Lei Tian, Fang Liu, Lei Xu, "Application-Aware Local-Global Source Deduplication for Cloud Backup Services of Personal Storage," IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume 25, Issue (5): 1155-1165, May 2014. 

15. Bo Mao, Hong Jiang, Suzhen Wu, Yinjin Fu, Lei Tian, "Read Performance Optimization for Deduplication-based Storage Systems in the Cloud." ACM Transactions on Storage (ToS), Volume 10, Issue 2, No.6, March 2014.

16. Yinjin Fu, Nong Xiao, Xiangke Liao, Fang Liu, "Application-aware Client-side Data Reduction and Encryption of Personal Data in Cloud Backup Services." Journal of Computer and Science Technology (JCST), Volume 28, Issue (6): 1012-1024, 2013. 

17. Yinjin Fu, Hong Jiang. "Cluster Deduplication and Big Data Protection." Communications of the CCF, 8(10):20 -25,  2012.

18. Yinjin Fu, Nong Xiao, Fang Liu, "Research and Development on Key Techniques of Data Deduplication." Journal of Computer Research and Development, 2012, 49(01): 12-21. (In Chinese)

Conference:

1. 1. Yingjin Qian, Marc-André Vef, Patrick Farrell, Andreas Dilger, Xi Li, Shuichi Ihara, Yinjin Fu, Wei Xue, André Brinkmann. “Combining Buffered I/O and Direct I/O in Distributed File Systems.” The 22nd USENIX Conference on File and Storage Technologies (FAST’24), Santa Clara, CA, USA, February 27–29, 2024.

2. 2.     Jun Su, Yinjin Fu*, Nong Xiao*, Yingjin Qian. “GreDedup: A Greedy-Based Application-Aware Data Routing Strategy for Distributed Deduplication.” The 29th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2023), Ocean Flower Island, Hainan, China, December 17-21, 2023.

3. 3.     Chenjing Tian, Jun Xie, Haotong Cao*, Yinjin Fu, Xijian Luo. "Community Detection-Empowered Hybrid Network Slicing for Aerial Communication Services." 2023 IEEE Global Communications Conference (GlobeCom 2023), Kuala Lumpur, Malaysia, December 4-8, 2023.

4. Yongfeng Wang, Yinjin Fu*, Yubo Liu, Zhiguang Chen and Nong Xiao*. "Characterizing and Optimizing Hybrid DRAM-PM Main Memory System with Application Awareness." The 25th Design, Automation and Test in Europe Conference (DATE'22), Mar.14, 2022. (Accepted)

5. Yinjin Fu* and Yang Wu. "CARAM: A Content-Aware Hybrid PCM/DRAM Main Memory System Framework." The 17th Annual IFIP International Conference on Network and Parallel Computing (NPC 2020), Online, September 28-30, 2020.

6. Yinjin Fu*, et al. "F2MC: Enhancing Data Storage Services with Fog-to-MultiCloud Hybrid Computing." 38th IEEE International Performance Computing and Communications Conference (IPCCC 2019), London, England, UK, October 29th – 31st, 2019. 

7. Huijun Wu, Chen Wang, Kai Lu*, Yinjin Fu, Liming Zhu. “One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication.” 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid'18),  May 1–4, 2018.

8. Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Liming Zhu and Kai Lu*, "HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud." The 33rd International Conference on Massive Storage Systems and Technology (MSST 2017), May 15-19, 2017. 

9. Zhen Zhang, Yinjin Fu*, et al. "Bloom Filter-based Wear Leveling for Novel Hybrid Memory Architecture." The National Conference of Information Storage(NCIS 2017), Xi'an, September 22nd, 2017. (Best Paper Award)

10. Zhen Zhang, Yinjin Fu*, et al. "DualStack: A High Efficient Dynamic Page Scheduling Scheme in Hybrid Main Memory."  The 12th International Conference on Networking, Architecture, and Storage (NAS 2017),  Shenzhen, China, August 7-8, 2017.

11. Qing Liu, Yinjin Fu*, et al."Hadoop based Scalable Cluster Deduplication for Big Data." The International Workshop of Software-Defined Data Communications and Storage (SDDCS) 2016,  in conjunction with IEEE ICDCS  Workshop 2016, on June 27, 2016, in Nara, Japan.

12. Yinjin Fu, Hong Jiang, Nong Xiao, "Application-aware Stateful Data Routing for Cluster Deduplication in Big Data Protection." Poster session in the 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI'12  Poster ), Hollywood, CA, USA, October 8-10, 2012.

13. Yinjin Fu, Hong Jiang, Nong Xiao*, “A Scalable Inline Cluster Deduplication Framework for Big Data Protection.”  The ACM/IFIP/USENIX 13th International Conference on Middleware (Middleware’12), Montreal, Quebec, Canada, December 3-7, 2012, pages: 354-373.

14. Yinjin Fu, Hong Jiang, Nong Xiao*, Lei Tian, Fang Liu, “AA-Dedupe: An Application-Aware Source Deduplication Approach for Cloud Backup Services in the Personal Computing Environment.” The 13th IEEE International Conference on Cluster Computing (Cluster’11), Austin, TX, USA, September 26-30, 2011, pages: 112-120. 

Patents

1. A Multi-Cloud Storage System Based on the Collaborative Computing of Cloud and Fog and Its Management Method. App. No. 201910985716.4 , Filing Date: Oct. 17th 2019. (Granted)

2. An Application Aware Big Data Deduplication Storage System Design, Publication No.: 201610561768.5, Filing Data: July. 15th 2016. (Granted)

3. An Efficient Dynamic Page Scheduling Method for Hybrid Main Memory Systems, Publication No. 201710371726.X, Filing Date: May 24th,2017. (Granted)

4. A Hadoop Platform Based Distributed Deduplication Scheme and Its System Design, Publication No.: 201510738881.1, Filing Date: November 03rd, 2015.(Granted) 

5. Application Aware Data Routing Method for Large Scale Cluster Deduplication and Its System Design, Publication No. 201410158590.0, Filing Date: Apr. 18, 2014.(Granted) 

6. Deduplication Based  Resource Scheduling Approach for Cloud Computing, Publication No.: 201310553508.X, Filing Date: Nov. 08, 2013. (Granted) 

7. A Time Frequency Based Visual management method for Communication Satellite Frequency Resources, Publication No. 201810092514.2, Filing Date: Jan. 31st 2018. (Granted) 

8. A PCM/DRAM based Hybrid Memory System and its Management Method, Application No. 201810498060.9, Filing Date: May 23rd, 2018.

9. A Bloom Filter based Wear Leveling Method for PCM Medium, Application No. 201810498071.7, Filing Date: May 23rd, 2018.

10. Data Storage Methods, Storage Systems, Server Clusters, and Storage Media. Application No. 202310477796.9, Filing Date: April 26th, 2023.

Software Copyright

1. Multi-Cloud Storage System V1.0, Registration No.: 2017SR501567, Filing Date: May 6th, 2017.

2. A Blockchain Based Medical Credit Information System V1.0, Registration No.: 2021SR0295118, Filing Date: Oct. 30th, 2020.

Books

1. Data Deduplication: A Data  Reduction Technique for Big Data Management, Tsinghua University Publishing House,  ISSN: 9787302566113, 2021.01. (First author)

2. Cloud Computing (Collector's Edition), Publishing House of Electronics Industry, 1. ISSN: 9787121465314, 2024.01. (Associate Editor)

3. Tutorial for Network Application Operation and Maintenance,  Tsinghua University Publishing House,  ISSN: 978730256807, 2021.08. (Coauthor)

4. Web Application Development Technology, China Machine Press, ISSN: 9787111636496, 2019.09. (Coauthor)

Research Funding

1. Cloud Native and Application Demonstration of Large-Scale Resolving for Cross Data Center, Co-PI: National Key R&D Project 2023YFB3002205, 2023.12-2026.11.

2. The Key Technologies of Distributed File System and Data Processing Optimization Based on Memory Pooling, Co-PI: National Key R&D Project, 2022YFB4500304, 2022.10-2025.09.

3.  Distributed Global Multi-level Data Deduplication Technology for Big Data Protection, PI: CCF-Huawei Populus euphratica Fund, 2022.05-2023.04.

4.  Research on Key Techniques of High Efficient Deduplication Based Storage for Big Data Protection, PI: NSFC 61402518, 2015.01-2017.12.

5. Research on Content Aware Hybrid Memory Management Techniques for Cloud Computing, PI: Jiangsu-NSF BK20191327, 2019.07-2022.06.

6. A Highly-Efficient Multi-Cloud Storage Service with Cloud and Fog Computing, PI: University Funding, S201933, 2019.07-2020.06.

Teaching

1. Computer Networks           Spring 2014/Fall 2015/Spring 2016/Fall 2016/Fall 217/Spring 2019                     Undergraduate Course

2. Cloud Computing                Spring 2016/Spring 2017/Spring 2019/Fall 2023                                                                         Graduate/Undergraduate Course

3. Computer Organization and Design      Fall 2018/Fall 2019/Spring 2023/Spring 2024                                                                                     Undergraduate Course                                                        

Students in System and Storage Research Group(SIGSTOR)

1. PhD students:  Yongfeng Wang(2020-)

2. Master student: Jun Su(2021-)

3. Alumni: Qing Liu(PhD, 2021), Yang Wu(PhD, 2021), Jinsong Shan(PhD, 2017), Zhaofeng Wu(PhD, 2016), Qing Liu(MS, 2016), Zhen Zhang(MS, 2017),  Yang Wu(MS, 2017), Yuhan Bao(MS, 2020), Kun Xu(MS, 2021), Yanan Zhang(MS, 2021), Wei Zhang(2018), Zijing Liu(2017), Haipeng Wang(2016)

Invited Talks

1. “Highly Efficient Secure Multi-Cloud Storage with Cloud-Side-End Collaboration”,  Industrial Technology Innovation Strategic Alliance of Storage, Online, Jan. 20th, 2022. News

2. “Data Deduplication Technique and Its Development Trend”, School of Computer Science, Northwestern Polytechnical University, Online, Jan. 3rd, 2022.

3. “Data Deduplication Technique in Distributed Storage Systems”, The China Lustre Use Group (CLUG), Online, Dec. 2nd, 2021. News

4. “Application Aware Deduplication for Big Data Storage Management”, Huawei Theory Lab, Online, July 16th, 2021.

5. "High Performance Deduplication Storage Technique for Cloud Computing", HPC China 2019, Hohhot, Inner Mongolia, Aug.21-24, 2019. News

6. "A High Efficient Cloud Storage Security Mechanism Based on Fog-to-MultiCloud Hybrid Computing Model", Trusted Cloud Summit (TRUCS 2018), Beijing, Aug. 14-15, 2018.News

7. “Optimization Technique of Highly Efficient Deduplication Storage in Cloud Computing”, The Technical Salon for High Efficient Storage and Low-Carbon Economy, Industrial Technology Innovation Strategic Alliance of Storage, Nanjing, May 26th, 2018. News

8. "Research on Application Aware Deduplication Technology", Software School, Xiamen University, Xiamen, April 26th, 2018.

9. "Big Data Driven Application Aware Deduplication Techniques", The National Conference of Information Storage(NCIS'2017), Xi'an, September 22nd, 2017. News

10. "Deduplication Based Highly Efficient Storage Techniques", Online Course, September 16th, 2017. News

11. "Data Compression and Deduplication for Big Data Management", Center for Research and Innovation in Software Engineering, Southwest University, August 16th-17th, 2017. News

12. "Big Data Deduplication", National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, December 12th, 2016. 

13.  "Research on Data Deduplication Technique for Big Data Management", Cloud Computing Lab, Computer Network Information Center, Chinese Academy of Sciences, Beijing, August 5th, 2015.

Application News

1.  Our work on application aware deduplication is referenced by the research program in Alibaba.

Professional Services: 

• Academic Membership: 

  • The Representative of 11th CCF Member Congress

  • CCF Senior Member

  • CCF Information Storage Technology Committee

  • CCF Computer Application Technology Committee

  • CCF System Software Technology Committee

  • IEEE, ACM  and YOCSEF-Nanjing Member

• Journal Editorial Board

  • The Editorial Board Member,  Computer Engineering

  • Topic Editor, Frontiers in Big Data: “Highly Efficient Storage and Intelligent Management for Big Data”

• Chairing Conference:

  • Session Chair in the 12th International Conference on Networking, Architecture, and Storage (NAS 2017)

  • Program Chair in “Highly Efficient Storage and Low Carbon Economy” Salon of Industrial Technology Innovation Strategic Alliance of Storage, 2018.05 

  • Organizing Committee Chair in the 29th National Conference on Information Storage, 2023.09. 

• Program Committee Member:

  • The IEEE International Conference on e-Business Engineering (ICEBE 2019, ICEBE 2020)

  • The Chinese National Conference on Computers Application (NCCA 2017)

  • The National Conference of Information Storage (NCIS 2017, NCIS 2016, NCIS 2015)

  • The 2016 International Workshop on Hardware/Software Interface for Internet of Things and Big Data (InterIoT&BigData'2016)

• Reviewer:

  • National Natural Science Foundation of China (NSFC)

  • ACM Transactions on Storage (ToS)

  • ACM Transactions on Architecture and Code Optimization (TACO)

  • IEEE Transactions on Parallel and Distributed Systems(TPDS)

  • IEEE Transactions on Cloud Computing (TCC)

  • IEEE Transactions on Industrial Informatics (TII)

  • SCIENCE CHINA Information Sciences

  • IEEE 30th International Conference on Massive Storage Systems and Technology(MSST 2014)

  • IEEE 31th International Conference on Massive Storage Systems and Technology(MSST 2015)

  • Wireless Networks

  • Concurrency and Computation: Practice and Experience

  • Journal of Computer and Science Technology

  • Journal of Systems Architecture

  • IET Software

  • IET Information Security

  • Journal of Computers《计算机学报》

  • Journal of Computer Research and Development《计算机研究与发展》

  • Computer Science《计算机科学》

  • Computer Engineering《计算机工程》