Resources

NOTE: Neither the IOTTA TWG nor SNIA vouch for the accuracy or reliability of any of the traces or other information provided below. Please contact us regarding any broken or inaccurate links.

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Tools and Documentation

Microsoft Event Tracing (1) (2)

Storage Research List (Computer Storage Systems Research Discussion Forum)

Traces and Snapshots Public Archive

Re-Animator tracing and replay tool


Storage Conferences

This is a non-exhaustive list of conferences relating to storage and data management. Note that some of these websites do not have stable domains, so please contact us if a link is broken.

EuroSys
EuroSys is organized by EuroSys, the European Chapter of SIGOPS, sponsored by ACM SIGOPS. Hosted annually in mid-spring. This conference does not have a stable URL, so we have linked to a Google search.

FAST
The USENIX File and Storage Technologies (FAST) conference. Hosted annually in February.

HotStorage
The USENIX Workshop on Hot Topics in Storage and File Systems. Hosted every summer.

ICDCS
The IEEE International Conference on Distributed Computing Systems (ICDCS). This conference does not have a stable URL so we have linked to a Google search.

ICS
The ACM International Conference on Supercomputing (ICS). Hosted every summer.

MSST
The International Conference on Massive Storage Systems and Technology (MSST). Hosted every summer at the Santa Clara University School of Engineering in Santa Clara, CA.

NAS
The IEEE International Conference on Networking, Architecture, and Storage. Hosted annually.

NVMSA
The IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA). Hosted annually in the late summer. This conference does not have a stable URL, so we have linked to a Google search.

OSDI
The USENIX Symposium on Operating Systems Design and Implementation (OSDI). Hosted annually.

SIGMETRICS
The ACM Special Interest Group for the computer systems performance evaluation community. Hosted annually in June.

SIGOPS
The ACM Special Interest Group in Operating Systems. Hosts a number of conferences annually.

SoCC
The ACM Symposium on Cloud Computing (SoCC). Hosted annually. This conference does not have a stable URL, so we have linked to a Google search.

SOSP
The ACM Symposium on Operating Systems Principles (SOSP). Hosted annually.

Supercomputing
The International Conference for High Performance Computing, Networking, Storage, and Analysis. Hosted annually in late fall.

SYSTOR
The ACM International Systems and Storage Conference (SYSTOR). Hosted annually in Haifa, Israel.

VLDB
The Very Large Data Bases (VLDB) Conference. Hosted annually in late August.


Storage Research Centers

Carnegie Mellon University
Parallel Data Lab (PDL)

San Diego Supercomputer Center (SDSC)

University of Minnesota
Center for Research in Intelligent Storage

Storage Performance Council (SPC)


Papers and Publications

Papers Relating to Traces

[Harter11] Tyler Harter, Chris Dragga, Michael Vaughn, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau.
A File is Not a File: Understanding the I/O Behavior of Apple Desktop Applications.
Department of Computer Sciences, University of Wisconsin, Madison. 2011.

[Ellard03b] Daniel Ellard, Margo Seltzer.
NFS Tricks and Benchmarking Traps.
Proceedings of the FREENIX Technical Conference, San Antonio, Texas. June, 2003.

[Ellard03a] Daniel Ellard, Jonathan Ledlie, Pia Malkani, Margo Seltzer.
Passive NFS Tracing of Email and Research Workloads.
Proceedings of the Second Annual USENIX File and Storage Technologies Conference, pp. 203-216, San Francisco, CA. March, 2003.

[Roselli00] Drew Roselli, Jacob R. Lorch, Thomas E. Anderson.
A Comparison of File System Workloads.
Proceedings of the 2000 USENIX Technical Conference, pp. 44 - 54. San Diego, CA. June, 2000.

[Vogels99] Werner Vogels.
File system usage in Windows NT 4.0.
Proceedings of the 17th Symposium on Operating System Principles, pp. 93 - 109. Kiawah Island Resort, SC. December, 1999.

[Douceur99] John R. Douceur, William J. Bolosky.
A Large-Scale Study of File-System Contents.
Proceedings of SIGMETRICS '99, pp. 59 - 70. Atlanta, GA. May, 1999.

[Kuenning97] Geoffrey H. Kuenning and Gerald J. Popek.
Automated Hoarding for Mobile Computers.
Proceedings of the 16th ACM Symposium on Operating Systems Principles, St. Malo, France, October 5-8, 1997.

[Uysal97] Mustafa Uysal, Anurag Acharya, Joel Saltz.
Requirements of I/O Systems for Parallel Machines: An Application-driven Study.
Technical Report, CS-TR-3802, University of Maryland, College Park. May 1997.

[Mummert96] L. Mummert, M. Satyanarayanan.
Long Term Distributed File Reference Tracing: Implementation and Experience.
Software - Practice and Experience, Vol. 26, No. 6, pp. 705 - 736. June, 1996.

[Blackwell95] Trevor Blackwell, Jeffrey Harris, Margo Seltzer.
Heuristic Cleaning Algorithms in Log-Structured File Systems.
Proceedings of the 1995 USENIX Technical Conference, pp. 277 - 288. New Orleans, LA. January, 1995.

[Griffioen94] Jim Griffioen, Randy Appleton.
Reducing File System Latency using a Predictive Approach.
Proceedings of the Summer 1994 USENIX Technical Conference, pp. 197 - 207. Boston, MA. June, 1994.

[Chiang93] Chi-ming Chiang, Matt W. Mutka.
Characteristics of User File Usage Patterns.
Systems and Software, Vol. 23, No. 3, pp. 257 - 268. December, 1993.

[Ruemmler93] Chris Ruemmler, John Wilkes.
UNIX Disk Access Patterns.
Proceedings of the Winter 1993 USENIX Technical Conference, pp. 405 - 420. San Diego, CA. January, 1993.

[Ramakrishnan92] K.K. Ramakrishnan, Prabuddha Biswas, Ramakrishna Karedla.
Analysis of File I/O Traces in Commercial Computing Environments.
Proceedings of SIGMETRICS '92, pp. 78 - 90. Newport, RI. June, 1992.

[Roselli98] Drew Roselli, Thomas E. Anderson.
Characteristics of File System Workloads.
University of California Berkeley Computer Science Division Technical Report UCB//CSD-98-1029. 1992.

[Shirriff92] Ken Shirriff, John K. Ousterhout.
A Trace-Driven Analysis of Name and Attribute Caching in a Distributed System.
Proceedings of the Winter 1992 USENIX Technical Conference, pp. 315 - 332. San Francisco, CA. January, 1992.

[Miller91] Ethan L. Miller, Randy H. Katz.
Input/Output Behavior of Supercomputing Applications.
Proceedings of the 1991 Conference on Supercomputing, pp. 567 - 576. Albuquerque, NM. November, 1991.

[Baker91] M. Baker, J. Hartman, M. Kupfer, K. Shirriff, and J. Ousterhout.
Measurements of a Distributed File System.
Proceedings of the 13th ACM Symposium of Operating Systems Principles, pp. 198 - 212. October 1991.

[Bozman91] G.P. Bozman, H.H. Ghannad, E.D. Weinberger.
A trace-driven study of CMS file references.
IBM Journal of Research and Development, Vol. 35, No. 5/6, pp. 815 - 828. September/November, 1991.

[Bennet91] J. Michael Bennet, Michael A. Bauer, David Kinchlea.
Characteristics of Files in NFS Environments.
Proceedings of the 1991 ACM Symposium on Small Systems, pp. 33 - 40. 1991.

[Biswas90] P. Biswas, K.K. Ramakrishnan.
File Access Characterization of VAX/VMS Environments.
Proceedings of the 10th International Conference on Distributed Computing Systems, pp. 227 - 234. Paris, France. May, 1990.

[Floyd86] Rick Floyd.
Short-Term File Reference Patterns in a UNIX Environment.
University of Rochester Computer Science Technical Report #177. March, 1986.

[Ousterhout85] J. Ousterhout, H. Costa, D. Harrison, J. Kunze, M. Kupfer, J. Thompson.
A Trace-Driven Analysis of the UNIX 4.2BSD File System.
Proceedings of the 10th Symposium on Operating System Principles, pp. 15 - 24. Orcas Island, WA. December, 1985.

[Satyanarayanan81] M. Satyanarayanan.
A Study of File Sizes and Functional Lifetimes.
Proceedings of the 8th Symposium on Operating System Principles, pp. 96 - 108. Pacific Grove, CA. December, 1981.

[Smith81] A. J. Smith.
Analysis of Long Term File Reference Patterns for Application to File Migration Algorithms.
IEEE Transactions on Software Engineering, Vol SE-7, No. 4, pp. 403 - 417. July, 1981.

Publications That Cite iotta.snia.org

The following publications cite iotta.snia.org as a source of trace data used in their research. They are organized in reverse chronological order. This list attempts to be comprehensive but is not complete; feel free to contact us to suggest additional entries.


[Peng et al., 2024]
Li Peng, Yuda An, You Zhou, Chenxi Wang, Qiao Li, Chuanning Cheng, and Jie Zhang. ScalaCache: Scalable user-space page cache management with software-hardware coordination. In Proceedings of the USENIX Annual Technical Conference, pages 1185–1202, Santa Clara, CA, July 2024. USENIX Association.
[Sun et al., 2024]
Hui Sun, Haoqiang Tong, Yinliang Yue, and Xiao Qin. LAC: A workload intensity-aware caching scheme for high-performance SSDs. IEEE Transactions on Computers, 73(7):1738–1752, July 2024. (doi:10.1109/TC.2024.3385290)
[Yi et al., 2024]
Shushu Yi, Xiurui Pan, Qiao Li, Qiang Li, Chenxi Wang, Bo Mao, Myoungsoo Jung, and Jie Zhang. ScalaAFA: Constructing user-space all-flash array engine with holistic designs. In Proceedings of the 2024 USENIX Annual Technical Conference, pages 141–156. USENIX Association, July 2024. (doi:10.1109/ACCESS.2024.3470812)
[Carra and Neglia, 2024]
Damiano Carra and Giovanni Neglia. An online gradient-based caching policy with logarithmic complexity and regret guarantees. ArXiv, arXiv:2405.01263, June 2024.
[Godavari et al., 2024]
Amdewar Godavari, Chapram Sudhakar, and T. Ramesh. Hybrid deduplication system with content-based cache for cloud environment. Journal of King Saud University — Computer and Information Sciences, June 2024.
[Lee, 2024]
Hyun-Seob Lee. An efficient dual queue strategy for improving storage system response times. Journal of Internet of Things and Convergence, 10(3):19–24, June 2024.
[Cohen, 2024]
Itamar Cohen. Bandwidth efficient cache selection and content advertisement. ArXiv, arXiv:2405.17801, May 2024.
[Elsayed et al., 2024]
Karim S. Elsayed, Fabien Geyer, and Amr Rizk. Utility-driven optimization of TTL cache hierarchies under network delays. ArXiv, arXiv:2405.04402, May 2024.
[Estro et al., 2024]
Tyler Estro, Mário Antunes, Pranav Bhandari, Anshul Gandhi, Geoff Kuenning, Yifei Liu, Carl Waldspurger, and Erez Zadok. Accelerating multi-tier storage cache simulations using knee detection. Performance Evaluation, 164, May 2024. (doi:10.1016/j.peva.2024.102410)
[Gu et al., 2024]
Yunfei Gu, Linhui Liu, Chentao Wu, Jie Li, and Minyi Guo. Ada-WL: An adaptive wear-leveling aware data migration approach for flexible SSD array scaling in clusters. IEEE Transactions on Computers, 73(8):1967–1982, May 2024.
[Li et al., 2024]
Dingding Li, Weijie Zhang, Mianxiong Dong, and Kaoru Ota. DMA-assisted I/O for persistent memory. IEEE Transactions on Parallel and Distributed Systems, 35(5):829–843, May 2024. (doi:10.1109/TPDS.2024.3373003)
[Sheldon et al., 2024]
Jennifer Sheldon, Weidong Zhu, Adnan Abdullah, Sri Hrushikesh Varma Bhupathiraju, Takeshi Sugawara, Kevin R. B. Butler, Md Jahidul Islam, , and Sara Rampazzi. AquaSonic: Acoustic manipulation of underwater data center operations and resource management. ArXiv, arXiv:2404.11815v2, May 2024.
[Sun et al., 2024]
Hui Sun, Chen Sun, Haoqiang Tong, Yinliang Yue, and Xiao Qin. A machine learning-empowered cache management scheme for high-performance SSDs. IEEE Transactions on Computers, 73(8):2066–2080, May 2024.
[Zhang et al., 2024]
Yiming Zhang, Zhihao Zhang, Yan Chen, Huiba Li, Haonan Wang, Shengyun Liu Ping Zhong, and Dongsheng Li. Efficient block storage in the cloud. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 43(12):4800–4812, May 2024.
[Zhou et al., 2024]
Yang Zhou, Fang Wang, Zhan Shi, and Dan Feng. The static allocation is not a static: Optimizing SSD address allocation through boosting static policy. IEEE Transactions on Parallel and Distributed Systems, 35(8):1373–1386, May 2024.
[Sajal, 2024]
Sultan Mahmud Sajal. Improving the Fidelity of Trace-Driven Experiments in Cloud Computing Systems. Phd dissertation, Pennsylvania State University, Department of Computer Science, April 2024.
[Sajal et al., 2024]
Sultan Mahmud Sajal, Timothy Zhu, Bhuvan Urgaonkar, and Siddhartha Sen. Traceupscaler: Upscaling traces to evaluate systems at high load. In Proceedings of the 19th ACM European Conference on Computer Systems, pages 942–961. pub-acm, April 2024.
[Zeng et al., 2024]
Shaoxun Zeng, Xiaojian Liao, Hao Guo, and Youyou Lu. Volley: Accelerating write-read orders in disaggregated storage. In Proceedings of the 19th ACM European Conference on Computer Systems, pages 657–673, Athens, Greece, April 2024. ACM. (doi:doi.org/10.1145/3627703.3650090)
[Zhang et al., 2024]
Yazhuo Zhang, Juncheng Yang, ao Yue, Ymir Vigfusson, and K. V. Rashmi. SIEVE is simpler than LRU: an efficient turn-key eviction algorithm for web caches. In 21st USENIX Symposium on Networked Systems Design and Implementation, Santa Clara, CA, April 2024. USENIX Association.
[Wang et al., 2024]
Yuanzhang Wang, Peng Zhang, Fengkui Yang, Ke Zhou, and Chunhua Li. LoADM: Load-aware directory migration policy in distributed file systems. In Design, Automation and Test in Europe Conference (DATE), pages 1–6. IEEE, March 2024.
[Fan et al., 2024]
Hao Fan, Yiliang Ye, Shadi Ibrahim, Zhuo Huang, Xingru Li, Weibin Xue, Song Wu, Chen Yu, Xuanhua Shi, , and Hai Jin. QoS-pro: A QoS-enhanced transaction processing framework for shared SSDs. ACM Transactions on Architecture and Code Optimization, 21(1):1–25, January 2024. (doi:10.1145/3632955)
[Gupta et al., 2024]
Jit Gupta, Krishna Kant, Amitangshu Pal, and Joyanta Biswas. Configuring and coordinating end-to-end QoS for emerging storage infrastructure. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 9(1):pages 1–32, January 2024. (doi:10.1145/3631606)
[Zhang et al., 2024]
Chi Zhang, Fangxing Yu, Shiqiang Nie, Wei Tang, Fei Liu, Song Liu, , and Weiguo Wu. Amphisbaena: A novel persistent buffer management strategy to improve SMR disk performance. Applied Sciences, 14(2), January 2024. (doi:10.3390/app14020630)
[Chen et al., 2023]
Zhengang Chen, Guohui Wang, Zhiping Shi, Yong Guan, and Tianyu Wang. Region-based flash caching with joint latency and lifetime optimization in hybrid SMR storage systems. In Proceedings of the Design, Automation and Test in Europe Conference (DATE), pages 1–6, 2023. (doi:10.23919/DATE56975.2023.10137148)
[Jaliminche et al., 2023]
Lokesh N. Jaliminche, Chandranil Nil Chakraborttii, Changho Choi, and Heiner Litz. Enabling multi-tenancy on SSDs with accurate IO interference modeling. In Proceedings of the ACM Symposium on Cloud Computing, SoCC '23, page 216–232, Santa Cruz, CA, USA, 2023. ACM. (doi:10.1145/3620678.3624657)
[Lee, 2023]
Hyun-Seob Lee. A design of hot data classifier and management scheme for an efficient resource management. Journal of Internet of Things and Convergence, 9(5):11–16, 10 2023. (doi:10.20465/KIOTS.2023.9.5.011)
[Luo, 2023]
Hui-Tang Luo. Rethinking Bε tree indexing structure over NVM with the support of multi-write modes. Master's thesis, National Central University, Taiwan, 2023.
[Park et al., 2023]
Young Min Park, Joonhyeok Yeom, Dohyun Kim, and Eui-Young Chung. Unified wear-leveling technique for NVM-based buffer of SSD. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(12):5161–5165, 2023. (doi:10.1109/TCAD.2023.3291671)
[Song and Hu, 2023]
Shaopu Song and Junhao Hu. Skystore: Unified storage across clouds. Project paper, University of California, Berkeley, 2023.
[Wang et al., 2023a]
Wei-Chen Wang, Chien-Chung Ho, Yung-Chun Li, Liang-Chi Chen, and Yu-Ming Chang. Reaping both latency and reliability benefits with elaborate sanitization design for 3D TLC NAND flash. IEEE Transactions on Computers, 72(11):3029–3041, 2023. (doi:10.1109/TC.2023.3272280)
[Wang et al., 2023b]
Yuchen Wang, Junyao Yang, and Zhenlin Wang. Multi-tenant in-memory key-value cache partitioning using efficient random sampling-based lru Model. IEEE Transactions on Cloud Computing, 11(4):3601–3618, 2023. (doi:10.1109/TCC.2023.3300889)
[Wu et al., 2023]
Chin-Hsien Wu, Liang-Ting Chen, Ren-Jhen Hsu, and Jian-Yu Dai. A state-aware method for flows with fairness on NVMe SSDs with load balance. IEEE Transactions on Cloud Computing, 11(3):304–305, 2023. (doi:10.1109/TCC.2023.3253864)
[Lv et al., 2023]
Yina Lv, Liang Shi, Yunpeng Song, , and Chun Jason Xue. Access characteristic guided partition for NAND flash-based high-density SSDs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(12):4643–4656, December 2023. (doi:10.1109/TCAD.2023.3282175)
[Pang et al., 2023]
Shujie Pang, Yuhui Deng, Genxiong Zhang, Yi Zhou, Xiao Qin, Zhaorui Wu, , and Jie Li. PcGC: A parity-check garbage collection for boosting 3-D NAND flash performance. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(12):4364–4377, December 2023. (doi:10.1109/TCAD.2023.3281517)
[Wang et al., 2023]
Tse-Yuan Wang, Che-Wei Tsao, Yuan-Hao Chang, and Tei-Wei Kuo. Retention-aware read acceleration strategy for LDPC-based NAND flash memory. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(12):4597–4605, December 2023. (doi:10.1109/TCAD.2023.3289328)
[Gu et al., 2023]
Yibin Gu, Hua Wang, Man Luo, Tang Jingyu, and Ke Zhou. Offline and online algorithms for cache allocation with monte carlo tree search and a learned model. In Proceedings of the 41st IEEE International Conference on Computer Design, pages 126–133, Washington, DC, November 2023. IEEE. (doi:10.1109/ICCD58817.2023.00028)
[Wang et al., 2023]
Wei-Chen Wang, Chien-Chung Ho, Li Yung-Chun, Chen Liang-Chi, and Yu-Ming Chang. Reaping both latency and reliability benefits with elaborate sanitization design for 3D TLC NAND flash. IEEE Transactions on Computers, 72(11):3029–3041, November 2023. (doi:10.1109/TC.2023.3272280)
[Yu et al., 2023]
Xiaolei Yu, Jing He, Bo Zhang, Xianliang Wang, Qianhui Li, Qi Wang, Zongliang Huo, and Tianchun Ye. Interleaved LDPC decoding scheme improves 3-D TLC NAND flash memory system performance. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(11):4191–4204, November 2023. (doi:10.1109/TCAD.2023.3266363)
[Ait-Oucheggou et al., 2023]
Lydia Ait-Oucheggou, Stéphane Rubini, Abdella Battou, and Jalil Boukhobza. Investigating multi-tier and QoS-aware caching based on ARC. In Proceedings of the 31st IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pages 1–4, Stony Brook, NY, October 2023. IEEE. (doi:10.1109/MASCOTS59514.2023.10387601)
[Bor et al., 2023]
Julianna Bor, Giuliano Casale, William Knottenbelt, Evgenia Smirni, and Andreas Stathopoulos. Fitting with matrix exponential mixtures generated by discrete probabilistic scaling. ACM Performance Evaluation Review, 51(2):15––17, October 2023. (doi:10.1145/3626570.3626577)
[Du et al., 2023]
Yajuan Du, Yuan Gao, Siyi Huang, and Qiao Li. LDPC level prediction toward read performance of high-density flash memories. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 42(10):3264–3274, October 2023. (doi:10.1109/TCAD.2023.3238845)
[Liu et al., 2023]
Yachun Liu, Dan Feng, Jianxi Chen, and Chao Guo. D-IOCost: Dynamic cost-aware fair queueing for better I/O proportionality and performance. In Weizhi Meng, Rongxing Lu, Geyong Min, and Jaideep Vaidya, editors, Proceedings of the 22nd ACM International Conference on Algorithms and Architectures for Parallel Processing, pages 373–391, Tianjin, China, October 2023. Springer Nature Switzerland.
[Yang et al., 2023a]
Juncheng Yang, Yazhuo Zhang, Ziyue Qiu, Yao Yue, and Rashmi Vinayak. FIFO queues are all you need for cache eviction. In Proceedings of the 29th ACM Symposium on Operating Systems Principles, pages 130–149, Koblenz, Germany, October 2023. ACM. (doi:10.1145/3600006.3613147)
[Yang et al., 2023b]
Junyao Yang, Yuchen Wang, and Zhenlin Wang. An empirical analysis on memcached's replacement policies. In Proceedings of the 9th International Symposium on Memory Systems, pages 1–10, Washington, DC, October 2023. ACM. (doi:10.1145/3631882.3631883)
[Zhang et al., 2023]
Yiming Zhang, Huiba Li, Shengyun Liu, and Peng Huang. Hybrid block storage for efficient cloud volume service. ACM Transactions on Storage, 19(4), October 2023. (doi:10.1145/3596446)
[Zou et al., 2023]
Qiang Zou, Yifeng Zhu, Jianxi Chen, Yuhui Deng, and Xiao Qin. Characterization of I/O behaviors in cloud storage workloads. IEEE Transactions on Computers, 72(10):2726–2739, October 2023. (doi:10.1109/TC.2023.3263726)
[Chang et al., 2023]
Jung-Hsiu Chang, Tzu-Yu Chang, Yi-Chao Shih, and Tseng-Yi Chen. LaDy: Enabling locality-aware deduplication technology on shingled magnetic recording drives. ACM Transactions on Embedded Computing Systems, 22(5s):1–25, September 2023. (doi:10.1145/3607921)
[Lien et al., 2023]
Yi-Han Lien, Yen-Ting Chen, Yuan-Hao Chang, Yu-Pei Liang, and Wei-Kuan Shih. FSIMR: File-system-aware data management for interlaced magnetic recording. ACM Transactions on Embedded Computing Systems, 22(5s):1–18, September 2023. (doi:10.1145/3607922)
[Son and Kim, 2023]
Ikjoon Son and Jin-Soo Kim. Efficient read disturb management schemes in resource-constrained flash memory controller. In Proceedings of the 12th IEEE Non-Volatile Memory Systems and Applications Symposium, Niigata, Japan, September 2023. IEEE. (doi:10.1109/NVMSA58981.2023.00022)
[Hou and Chang, 2023]
Jia-Xin Hou and Li-Pin Chang. Improving read performance for LDPC-based SSDs with adaptive bit labeling on Vth states. In Proceedings of the 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), pages 77–84, Niigata, Japan, August 2023. IEEE. (doi:10.1109/RTCSA58653.2023.00018)

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