Dr. Lingfang Zeng

 

Professor, Zhejiang Lab

Head of the ZJ Lab-Enflame Joint Innovation Research Center

 

Zhejiang Lab Nanhu Headquarters, Kechuang Avenue, Zhongtai Sub-District, Yuhang District, Hangzhou City, Zhejiang Province, 311121, P.R. China

Email: zenglf@zhejianglab.cn

 

 

[About | Research & Teaching | Publications | Miscellaneous]

 

Publications

Book

1.     Dan Feng and Lingfang Zeng. Patent data analysis of information storage technology. Publisher: Intellectual Property Publishing House Co., Ltd.; ISBN 978-7-5130-3806-5, 2016.

 

Book Chapter

1.     Lingfang Zeng, Bharadwaj Veeravalli, and Yang Wang. Cloud Data Management. Encyclopedia of Cloud Computing, edited by by San Murugesan and Irena Bojanova, Publisher: Wiley; 1 edition, ISBN: 978-1-118-82197-8, February 29, 2016.

2.     Bharadwaj Veeravalli, Lingfang Zeng, and Xiaorong Li. On the Design of a Budget Conscious Adaptive Scheduler for Handling Large-Scale Many-task Workflow Applications in Clouds. Large Scale Network-centric Computing Systems, edited by Albert Y. Zomaya and Hamid Sarbazi-Azad, Wiley-IEEE Computer Society Press, ISBN: 978-0-470-93688-7, December 2013.

 

International Conferences

1.     Yingjin Qian, Wen Cheng, Lingfang Zeng*, Xi Li, Marc-André Vef, André Brinkmann, Andreas Dilger, Siyao Lai, Shuichi Ihara, Yong Fan. Xfast: Extreme File Attribute Stat Acceleration for Lustre. Proc. of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC). Denver, CO. November 12-17, 2023. (CCF A)

2.     Jian Zhu, Zhangmin Huang, Xiaohu Ruan, Yu Cui, Yongli Cheng, Lingfang Zeng*, Deep Metric Multi-View Hashing for Multimedia Retrieval,  IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia.10-14 July 2023. (CCF B)

3.     Yingjin Qian*, Wen Cheng*, Lingfang Zeng*, Marc-André Vef, Oleg Drokin, Andreas Dilger, Shuichi Ihara, Wusheng Zhang, Yang Wang, André Brinkmann. MetaWBC: POSIX-compliant metadata write-back caching for distributed file systems. Proc. of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC). Kay Bailey Hutchison Convention Center Dallas. November 13-18, 2022. (CCF A)

4.     Wen Cheng, Telong Zheng, Lingfang Zeng*, Yang Wang*, and André Brinkmann. DPLFS: A Dual-Mode PCM-based Log-Structured File System, Proc. of the 40th IEEE International Conference on Computer Design (ICCD), Lake Tahoe, USA, October 23-26, 2022. (CCF B)

5.     Yingjin Qian, Xi Li, Shuichi Ihara, Andreas Dilger, Carlos Thomaz, Shilong Wang, Wen Cheng*, Chunyan Li, Lingfang Zeng*, Fang Wang, Dan Feng, Tim Süß, and André Brinkmann. LPCC: Hierarchical Persistent Client Caching for Lustre. Proc. of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC). Denver, Colorado. November 17-22, 2019. (CCF A)

https://sc19.supercomputing.org/presenter/index-uid=232283.html

6.     Markus Mäsker, Tim Süß*, Lars Nagel*, Lingfang Zeng*, and André Brinkmann. Hyperion: Building the Largest In-memory Search Tree. Proc. of the International Conference on Management of Data (SIGMOD), pp.1207-1222, Amsterdam, Netherlands, June 30-July 05, 2019. (CCF A)

https://confer.csail.mit.edu/sigmod2019/paper#!SIGMOD_Research_392

7.     Lingfang Zeng, Wei Shi, Fan Ni, Song Jiang, Xiaopeng Fan, Chengzhong Xu, and Yang Wang. SHAstor: A Scalable HDFS-based Storage Framework for Small-Write Efficiency in Pervasive Computing. Proc. of the IEEE Ubiquitous Intelligence and Computing conference (UIC). October 8-12, 2018. (Best Paper Award)

8.     Linjun Mei, Dan Feng, Lingfang Zeng, Jianxi Chen, Jingning Liu. A High-Performance and High-Reliability RAIS5 Storage Architecture with Adaptive Stripe. Proc. of the 18th International Conference on Algorithms and Architectures for Parallel Processing, pp.562-577, November 15-17, 2018.

9.     Wenguo Liu, Lingfang Zeng, Dan Feng. CLDM: A Cache Cleaning Algorithm for Host Aware SMR Drives. Proc. of the 18th International Conference on Algorithms and Architectures for Parallel Processing, pp.608-620, November 15-17, 2018.

10.  Yingjin Qian, Xi Li, Shuichi Ihara, Lingfang Zeng*, Jürgen Kaiser, Tim Süß, and André Brinkmann. A Configurable Rule based Classful Token Bucket Filter Network Request Scheduler for the Lustre File System. Proc. of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC). Denver, Colorado. November 12-17, 2017. (CCF A)

https://sc17.supercomputing.org/index.html%3Fpost_type=page&p=5406&ln=zeng&uid=430273&fn=lingfang.html

11.  Yawar Bangash, Lingfang Zeng, Shijun Deng, Dan Feng. Sink-Node Location Privacy in WSNs via SDN Approach. Proc. of the 11th IEEE International Conference on Networking, Architecture, and Storage, pp.1-10, 2016. (Best Paper Nominee)

12.  Wenguo Liu, Lingfang Zeng, Dan Feng. Apas: an Application Aware Hybrid Storage System combining SSDs and SWDs. Proc. of the 11th IEEE International Conference on Networking, Architecture, and Storage, pp.1-4, 2016.

13.  Linjun Mei, Dan Feng, Lingfang Zeng, Jianxi Chen, Jingning Liu. A Stripe-Oriented Write Performance Optimization for RAID-Structured Storage Systems. Proc. of the 11th IEEE International Conference on Networking, Architecture, and Storage, pp.1-10, 2016.

14.  Lingfang Zeng, Binbing Hou, Dan Feng, Kenneth B. Kent. SJM: an SCM-based Journaling Mechanism with Write Reduction for File Systems. Proc. of the International Workshop on Data-Intensive Scalable Computing Systems (DISCS, held in conjunction with SC15), Austin TX, USA, 2015.

15.  Yawar Bangash, Lingfang Zeng, Dan Feng. MimiBS: Mimicking Base-Station to Provide Location Privacy Protection in Wireless Sensor Networks. Proc. of the 10th IEEE International Conference on Networking, Architecture and Storage (NAS), pp.158-166, 2015.

16.  Lingfang Zeng, Yang Wang, Dan Feng. CloudSky: A Controllable Data Self-Destruction System for Untrusted Cloud Storage Networks. Proc. of the 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), pp.352-361, 2015.

17.  Lingfang Zeng, Shijie Xu, Yang Wang, Xiang Cui, Tan Wee Kiat, David Bremner, Kenneth B. Kent. Monetary-and-QoS Aware Replica Placements in Cloud-Based Storage Systems. Proc. of the IEEE 6th International Conference on Cloud Computing Technology and Science (CloudCom), pp.672-675, February 2014.

18.  Wenguo Liu, Dan Feng, Lingfang Zeng, Jianxi Chen. Understanding the SWD-based RAID System. Proc. of International Conference on Cloud Computing and Big Data (CCBD), pp.175-181, 2014.

19.  Lingfang Zeng, Yang Wang, Wei Shi, Dan Feng.  An Improved Xen Credit Scheduler for I/O Latency-Sensitive Applications on Multicores. Proc. of the International Conference on Cloud Computing and Big Data (CloudCom-Asia), December 16-19, 2013.

20.  Yang Wang, Wei Shi and Lingfang Zeng. Adaptive Search-based Service Migration with Virtual Moves in Clouds for Mobile Accesses. Proc. of the 6th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), Dresden, Germany, December 9-12, 2013.

21.  Lingfang Zeng, Dan Feng, Bo Mao, Jianxi Chen, Qingsong Wei, Wenguo Liu. HerpRap: A Hybrid Array Architecture Providing Any Point-in-time Data Tracking for Datacenter. Proc. of the IEEE International Conference on Cluster Computing (CLUSTER), pp.311-319, 2012. (CCF B)

22.  Lingfang Zeng, Dan Feng, Jianxi Chen, Qingsong Wei, Bharadwaj Veeravalli, Wenguo Liu. HRAID6ML: A Hybrid RAID6 Storage Architecture with Mirrored Logging. Proc. of the 28th IEEE Conference on Massive Data Storage (MSST), April 16-20, Pacific Grove, CA, 2012. (CCF B)

23.  Lingfang Zeng, Bharadwaj Veeravalli, Xiaorong Li. ScaleStar: Budget Conscious Scheduling Precedence-Constrained Many-task Workflow Applications in Cloud. Proc. of the 26th IEEE International Conference on Advanced Information Networking and Applications (AINA), pp.534-541, Fukuoka, Japan, March 26-29, 2012.

 

Journals

1.     Bo Lyu, Shengbo Wang, Shiping Wen, Kaibo Shi, Yin Yang, Lingfang Zeng, and Tingwen Huang, AutoGMap: Learning to Map Large-Scale Sparse Graphs on Memristive Crossbars, IEEE Transactions on Neural Networks and Learning Systems. 2023. (CCF B)

2.     Lanxiang Chen, Yi Mu, Lingfang Zeng, Fatemeh Rezaeibagha, and Robert H. Deng. Authenticable Data Analytics over Encrypted Data in the Cloud. Transactions on Information Forensics & Security, Volume 18, Pages 1800-1813, March 2023. (CCF A)

3.     Wen Cheng, Dazou Sang, Lingfang Zeng*, Yang Wang*, and André Brinkmann. Tianji: Securing A Practical Asynchronous Multi-user ORAM. IEEE Transactions on Dependable and Secure Computing. 2023. (CCF A)

4.     Lanxiang Chen, Lingfang Zeng, Yi Mu, Leilei Chen. Global Combination and Clustering based Differential Privacy Mixed Data Publishing. IEEE Transactions on Knowledge and Data Engineering. 2023. (CCF A)

5.     Suzhen Wu, Chunfeng Du, Weidong Zhu, Jindong Zhou, Hong Jiang, Bo Mao, Lingfang Zeng. EaD: ECC-assisted Deduplication with High Performance and Low Memory Overhead for Ultra-Low Latency Flash Storage. IEEE Transactions on Computers. Volume 72, Number 1, Pages 208-221, January 2023. (CCF A)

6.     YANG Jia-Hui, CHEN Lan-Xiang, MU Yi, ZENG Ling-Fang, XUE Yu-Jie. PSI Protocol with Structured Encryption. Chinese Journal of Computers, Vol. 45, No. 12, Dec. 2022. (in Chinese)

7.     Hao Dai, Yang Wang*, Kenneth B. Kent, Lingfang Zeng*, and Chengzhong Xu. The State of the Art of Metadata Managements in Large-Scale Distributed File Systems -- Scalability, Performance and Availability. IEEE Transactions on Parallel and Distributed Systems, Volume 33, Issue 12, December 2022. (CCF A)

8.     Yujie Xue, Lanxiang Chen, Yi Mu, Lingfang Zeng, Fatemeh Rezaeibagha, Robert H. Deng. Structured Encryption for Knowledge Graphs, Information Sciences, Volume 605, Pages 43-70, August 2022. (CCF B).

9.     Yong Li, Lingfang Zeng*, Guang Chen, Chunhua Gu, Fei Luo*, Weichao Ding, Zhan Shi, Joel Fuentes. A Multi-hashing Index for hybrid DRAM-NVM Memory Systems. Journal of Systems Architecture. Volume 128, July 2022. (CCF B).

10.  Wen Cheng, Mi Luo, Lingfang Zeng*, Yang Wang*, André Brinkmann. Lifespan-based Garbage Collection to Improve SSD's Reliability and Performance. Journal of Parallel and Distributed Computing, June 2022. (CCF B)

11.  Lanxiang Chen, Qingxiao Fu, Yi Mu, Lingfang Zeng, Fatemeh Rezaeibagha, and Min-Shiang Hwang. Blockchain-based random auditor committee for integrity verification. Future Generation Computer Systems. Volume 131, Pages 183-193, June 2022.

12.  Lanxiang Chen, Yujie Xue, Yi Mu, Lingfang Zeng, Fatemeh Rezaeibagha, and Robert Deng. CASE-SSE: Context-aware Semantically Extensible Searchable Symmetric Encryption for Encrypted Cloud Data. IEEE Transactions on Services Computing. 25 March 2022. (CCF A)

13.  Wen Cheng, Shijun Deng, Lingfang Zeng*, Yang Wang*, André Brinkmann. AIOC2: A Deep Q-learning Approach to Autonomic I/O Congestion Control in Lustre. Parallel Computing, Volume 108, September 2021. (CCF B)

https://doi.org/10.1016/j.parco.2021.102855

14.  Wen Cheng, Chunyan Li, Lingfang Zeng*, Yingjin Qian, Xi Li, André Brinkmann. NVMM-oriented Hierarchical Persistent Client Caching for Lustre.  ACM Transactions on Storage. January 2021. (CCF A)

https://doi.org/10.1145/3404190

15.  Wen Cheng, Yuqi Zou, Lingfang Zeng*, Yang Wang*. Hercules: Intelligent Coupling of Dual-Mode Flash Memory and Hard Disk Drive, The Computer Journal, Volume 64, Issue 2, pp. 224-235, February 2021. (CCF B)

https://doi.org/10.1093/comjnl/bxaa149

16.  Wen Cheng, Tao Guo, Lingfang Zeng*, Yang Wang*, Lars Nagel, Tim Süß, André Brinkmann. Improving LSM-trie Performance by Parallel Search. Software: Practice and Experience. Volume50, Issue10, pp.1952-1965, October 2020. (CCF B)

17.  Wen Cheng, Ran Cai, Lingfang Zeng, Dan Feng, André Brinkmann, Yang Wang. IMCI: an efficient fingerprint retrieval approach based on 3D stacked memory. SCIENCE CHINA Information Sciences, 2020, 63(7): 179101. (CCF A)

18.  Wenguo Liu, Lingfang Zeng*, Dan Feng, and Kenneth B. Kent. ROCO: Using a Solid State Drive Cache to Improve the Performance of a Host-Aware Shingled Magnetic Recording Drive. Journal of Computer Science and Technology, Vol. 34, Issue 1, pp.61-76, 2019. (CCF B)

19.  Jiahao Liu, Fang Wang*, Lingfang Zeng*, Dan Feng, Tingwei Zhu. SDFS: A Software-Defined File System for Multi-Tenant Cloud Storage. Software: Practice and Experience, pp.1-19, October 2018. (CCF B)

20.  Lingfang Zeng, Zehao Zhang, Yang Wang, Dan Feng, Kenneth B. Kent. CosaFS: A Cooperative Shingle-aware File System. ACM Transactions on Storage, Volume 13 Issue 4, pp.1-23, December 2017. (CCF A)

https://dl.acm.org/doi/10.1145/3149482

21.  Lingfang Zeng, Yang Wang, Xiaopeng Fan, and Chengzhong Xu. Raccoon: A Novel Network I/O Allocation Framework for Workload-Aware VM Scheduling in Virtual Environments. IEEE Transactions on Parallel and Distributed Systems, Volume 28, Issue 9, pp.2651-2662, September 2017. (CCF A)

https://doi.org/10.1109/TPDS.2017.2685386

22.  Lingfang Zeng, Yang Wang, Ziliang Xiao, Kenneth B. Kent. Naplus: A Software Distributed Shared Memory for Virtual Clusters in the Cloud. Software: Practice and Experience, pp.1201-1220, Volume 47, Issue 9, September 2017. (CCF B)

23.  Lingfang Zeng, Shijie Xu,Yang Wang, Kenneth B. Kent, David Bremner, Chengzhong Xu. Toward cost-effective replica placements in cloud storage systems with QoS-awareness. Software: Practice and Experience, Volume 47, Issue 6, pp.813-829, June, 2017. (CCF B)

24.  Lingfang Zeng, Shijie Xu, Yang Wang. VMBackup: an efficient framework for online virtual machine image backup and recovery. Concurrency and Computation: Practice and Experience, 28(9): 2630-2643, 2016.

25.  Lingfang Zeng, Yang Wang, Dan Feng, and Kenneth B. Kent. XCollOpts: A Novel Improvement of Network Virtualization in Xen for I/O-Latency Sensitive Applications on Multicores. IEEE Transactions on Network and Service Management, Vol 12, Issue 2, pp.163-175, 2015.

26.  Lingfang Zeng, Bharadwaj Veeravalli, Albert Y. Zomaya. An Integrated Task Computation and Data Management Scheduling Strategy for Workflow Applications in Cloud Environments. Journal of Network and Computer Applications, Vol.50, Issue 4, pp.39-48, April 2015.

27.  Lingfang Zeng, Chao Jin, Bharadwaj Veeravalli, Dan Feng. HR6TAP: A Hybrid RAID6 Storage Architecture Tracking Data to Any Point-in-time for Enterprise Applications. Journal of Information Science and Engineering, Vol.31, Issue 2, pp. 547-572, 2015.

28.  Lingfang Zeng, Bharadwaj Veeravalli, Xiaorong Li. SABA: A Security-Aware and Budget-Aware Work flow Scheduling Strategy in Clouds. Journal of Parallel and Distributed Computing, Vol.75, Issue 1, pp.141-151, January 2015. (CCF B)

29.  Lingfang Zeng, Bharadwaj Veeravalli, Qingsong Wei. Space4time: Optimization Latency-Sensitive Content Service in Cloud. Journal of Network and Computer Applications, Vol. 41, Issue 5, pp.358-368, May 2014.

30.  Lingfang Zeng, Yang Wang. Optimization on Content Service with Local Search in Cloud of Clouds. Journal of Network and Computer Applications, Vol.40, Issue 4, pp.206-215, April 2014.

31.  Lingfang Zeng, Shibin Chen, Qingsong Wei,Dan Feng. SeDas: A Self-destructing Data System based on Active Storage Framework. IEEE Transactions on Magnetics, Vol. 49, No. 6, pp.2548-2554, June 2013.

32.  Qingsong Wei, Lingfang Zeng, Jianxi Chen, and Cheng Chen. A Popularity-Aware Buffer Management to Improve Buffer Hit Ratio and Write Sequentiality for Solid State Drive.  IEEE Transactions on Magnetics, Vol. 49, Issue 6, pp.2786-2793, June 2013.

33.  Lingfang Zeng, Bharadwaj Veeravalli, Qingsong Wei, and Dan Feng. SeWDReSS: On the Design of an Application Independent, Secure, Wide-area Disaster Recovery Storage System. Multimedia tools and applications. Vol. 58, Issue 3, pp.543-568, 2012.

 

Others

1.     Invited Keynote: Technology Challenges and Research Progress of the Large-scale Distributed File Systems. The 23rd ACM SIGOPS ChinaSys. Nanjing, China. December 17-18, 2022.

https://chinasys.org/

2.     Invited Talk: The 1,000-card Scale Heterogeneous Intelligent Computing Cluster based on the Open Compute Project Specification. 2022 CCF National Annual Conference on High Performance Computing (CCF HPC China). Jinan, China. December 12-15, 2022.

https://hpcchina.ccf.org.cn/

3.     Invited Talk: Software and Hardware Co-optimization of Heterogeneous Intelligent Computing Cluster based on High-Performance Artificial Intelligence Training Chips. China National Computer Congress 2022, China. December 8-9, 2022.

https://ccf.org.cn/cncc2022/schedule_d_4022

4.     Invited Talk: Dual-Mode File System for Emerging Memory. Flash Memory World. Hangzhou, China. July 29-30, 2021.

http://www.flashmemoryworld.com/

5.     Invited Talk at Data & Storage Summit. Beijing, China. November 18-19, 2020.

http://www.datastoragesummit.com/

6.     Invited Talk: Lustre Architecture Evolution and Trends. Hangzhou Innovation Institute, Beihang University. Hangzhou, China. November 6, 2020.

http://hzii.buaa.edu.cn/index.htm

7.     Invited Keynote: High Speed, Intelligent, and Open: China Open File System (COFS) Helps the Development of Next Generation Storage System. The Lustre Users Group Meetings for China (LUG China 2020). October 19-23, 2020.

http://lustrefs.cn/clug2020/

8.     Invited Talk (Young Scholars Forum): Domain Specific Acceleration System based on 3D Stack Memory. The 26th National Conference of Information Storage (NCIS2020). Shanghai, China. September 24-25, 2020.

https://ccfncis.github.io/ncis2020/

9.     Invited Talk at the Technology Forum: Intelligent Storage Technology in Big Data Environment. The China National Computer Congress 2019 (CNCC2019). Suzhou, China. October 17-19, 2019.

http://cncc2019.ccf.org.cn/

10.  Invited Talk (Young Scholars Forum): Space Efficient Index Structure for Main Memory. The 25th National Conference of Information Storage (NCIS2019). Shenzhen, China. September 18-20, 2019.

https://ccfncis.github.io/ncis2019/

11.  Lingfang Zeng. Providing Architecture Support for On-Demand Services on Large-Scale HPC Platform. The Lustre Users Group Meetings for China (LUG China 2019). The New World Beijing Hotel, No.8 Qinian Street, Dongcheng, Beijing, China. October 15, 2019.

http://lustrefs.cn/clug2019/

12.  Lingfang Zeng. Lustre Performance Optimization for Exascale Supercomputer. 2019 Annual Conference of Wuhan National Laboratory for Optoelectronics. Wuhan, China. September 27, 2019.

http://english.wnlo.hust.edu.cn/

13.  Lingfang Zeng, Xi Li*, and Wen Cheng. NVRAM-oriented Lustre Persistent Cache on Client. Lustre Administrator and Developer Workshop (LAD2019). Cercle National des Armées, Paris, France. September 23-24, 2019.

https://www.eofs.eu/events/lad19

14.  Invited Lecture at National Information Storage Engineering Research Center. Inspur Science Park, Jinan, China. January 11, 2019.

15.  Lingfang Zeng, Xi Li, Wen Cheng, André Brinkmann, Dan Feng, I/O Quality-of-Service for Lustre-based Exascale High Performance Computing, ACM SIGOPS ChinaSys - 15th, Changsha, China, December 7-8, 2018.

https://easychair.org/cfp/ChinaSys15th

16.  Lingfang Zeng. Invited Talk (Technology Forum: Big Data Processing Technology in New Hardware Environment): I/O Quality-of-Service for Lustre-based Exascale High Performance Computing. The China National Computer Congress 2018 (CNCC2018). Hangzhou, China. October 25-28, 2018.

http://cncc2018.ccf.org.cn/

17.  Invited Keynote: Providing Persistent Client Caching Services with a Lustre Global Namespace. The Lustre Users Group meetings for China (LUG China 2018), Beijin, October 23, 2018.

http://lustrefs.cn/clug2018/

http://lustrefs.cn/wp-content/uploads/2018/10/3_Providing_Persistent_Client_Caching_Services_with_a_Lustre_Global_Namespace.pdf

18.  Xi Li, Lingfang Zeng. LIME: A Framework for Lustre Global QoS Management. The 8th Annual Lustre Administrator and Developer Workshop (LAD 2018), Paris, France, September 24-25, 2018.

https://www.eofs.eu/_media/events/lad18/03_li_xi_lad2018_qos.pdf

19.  Invited Talk (Young Scholars Forum): Research on Global Adaptive Quality-of-Service for Lustre-based Exascale High Performance Computing. The 24th National Conference of Information Storage (NCIS2018). Beijing, China. September 19-21, 2018.

http://storage.cs.tsinghua.edu.cn/ncis2018/program.html

20.  Invited Talk at the Storage Industry Technology Innovation Strategic Alliance (Technology Salon of "Change and Integration -- Storage Facing Rapid Technological Change"). Beijing, China. August 30, 2018.

http://allstor.org/?action-viewnews-itemid-122

21.  Invited Talk: SEDESQURE: Data Secure Deletion and Deduplication for Mobile Terminals. Huawei "East Lake Forum 2018". Wuhan, China. July 30, 2018.

https://mp.weixin.qq.com/s/rDWyRZYtcjviXihNfQl5zw?

22.  Lars Nagel, Tim Süß, Kevin Kremer, M. Umar Hameed, Lingfang Zeng, and André Brinkmann. Time-efficient Garbage Collection in SSDs. arXiv: 1807.09313, 13 pages. 2018.

https://arxiv.org/pdf/1807.09313.pdf

23.  Lingfang Zeng, Xi Li, Jürgen Kaiser, Yingjin Qian, TimSüß, Shuichi Ihara, and André Brinkmann. Providing QoS-mechanisms for Lustre through centralized control applying the TBF-NRS. The Open Scalable File Systems (OpenSFS) Lustre User Group (LUG 2017) 2017 meeting. Bloomington, Indiana, May 30 - June 2, 2017.

http://opensfs.org/lug-2017/

http://cdn.opensfs.org/wp-content/uploads/2017/06/LUG-2017-new2.pdf