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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.

Jump To:

• Tools and Documentation
• Storage Conferences
• Storage Research Centers
• Papers and Publications
  • Papers Relating to Traces
  • Publications That Cite iotta.snia.org

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Tools and Documentation

Microsoft Event Tracing (1) (2)

Stonybrook University Dataseries Documentation Wiki

Storage Research List (Computer Storage Systems Research Discussion Forum)

Traces and Snapshots Public Archive

Re-Animator tracing and replay tool

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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.

ATC
The USENIX Annual Technical Conference (ATC). Hosted every summer.

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 directly before ATC.

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.

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Storage Research Centers

Carnegie Mellon University
Parallel Data Lab (PDL)

San Diego Supercomputer Center (SDSC)

University of Minnesota
Digital Technology Center (DTC)
Intelligent Storage Consortium (DISC)

Storage Performance Council (SPC)

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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.

[Bai et al., 2024]

Shuhan Bai, You Zhou, Fei Wu, Changsheng Xie, Tei-Wei Kuo, and Chun Jason Xue. LaVA: An effective layer variation aware bad block management for 3D CT NAND flash. In Proceedings of the Design, Automation and Test in Europe Conference (DATE), pages 1–6, 2024. (doi:10.23919/DATE58400.2024.10546546)

[Baik et al., 2024]

Seungsu Baik, Taehwa Lee, , and Jaehyuk Cha. Data placement through clustering sequential writes and isolating cold pages for write amplification reduction in NAND flash memory. IEEE Access, 12:142265–142274, 2024. (doi:10.1109/ACCESS.2024.3470812)

[Chiang et al., 2024]

Kun-Chi Chiang, Yung-Chun Li, Wei-Chen Wang, and Wei-Kuan Shih. On enhancing data integrity with low-cost retention-refillable programming scheme. In Proceedings of the 39th ACM Symposium on Applied Computing, pages 420––427, Avila, Spain, 2024. ACM. (doi:10.1145/3605098.3635905)

[Jang et al., 2024]

Han Jang, Youngbin Jin, Dongjun Lee, and Ben Lee. Dynamic clustering page allocation for read-intensive multimedia streaming applications. In Proceedings of the 21st IEEE Consumer Communications & Networking Conference (CCNC), pages 84–89, 2024. (doi:10.1109/CCNC51664.2024.10454852)

[Lim et al., 2024]

Jung Min Lim, Wonho Lee, Jun-Hyeong Choi, and Jong Wook Kwak. CLOCK-DPP: Hybrid disk buffer replacement policy for SSDs with dirty page preservation for write intensive environments. IEICE Transactions on Information and Systems, 2024. (doi:10.1587/transinf.2024EDL8065)

[Phothilimthana et al., 2024]

Phitchaya Mangpo Phothilimthana, Saurabh Kadekodi, Soroush Ghodrati, Selene Moon, and Martin Maas. Thesios: Synthesizing accurate counterfactual I/O traces from I/O samples. In Proceedings of the 29th International Conference on Architectural Support for Programming Languages and Operating Systems, volume 3, pages 1016––1032, La Jolla, CA, USA, 2024. ACM. (doi:10.1145/3620666.3651337)

[Shweta and Singh, 2024]

Shweta and P. K. Singh. MFGC: Minimal first garbage collection for monitoring of context- aware victim selection. Journal of Electrical Systems, 20(2):92–101, 2024.

[Steven Lyons and Rangaswami, 2024]

Jr. Steven Lyons and Raju Rangaswami. To cache or not to cache. Algorithms, 17(301), 2024. (doi:10.3390/a17070301)

[Wang and Jin, 2024]

Hongtao Wang and Peiquan Jin. ZoneBuffer: An efficient buffer management scheme for ZNS SSDs. IEEE Computer Architecture Letters, 23(2):239–242, 2024. (doi:10.1109/LCA.2024.3498103)

[Zhang et al., 2024]

Chen Zhang, Qingyuan Xie, Mingyue Wang, Yu Guo, and Xiaohua Jia. Optimal compression for encrypted key-value store in cloud systems. IEEE Transactions on Computers, 73(3):928–941, 2024. (doi:10.1109/TC.2024.3349653)

[Zhou et al., 2024a]

Yang Zhou, Fang Wang, Zhan Shi, and Dan Feng. CoFS: A collaboration-aware fairness scheme for NVMe SSD in cloud storage system. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 43(12):4490–4504, 2024. (doi:10.1109/TCAD.2024.3412970)

[Zhou et al., 2024b]

Yang Zhou, Fang Wang, Zhan Shi, and Dan Feng. An efficient deep reinforcement learning-based automatic cache replacement policy in cloud block storage systems. IEEE Transactions on Computers, 73(1):164–177, 2024. (doi:10.1109/TC.2023.3325625)

[Zhou et al., 2024c]

Yang Zhou, Fang Wang, Zhan Shi, and Dan Feng. Parallelism or fairness? how to be friendly for SSDs in cloud environments. In Proceedings of the IEEE International Conference on Cluster Computing (CLUSTER), pages 179–189, Kobe, Japan, 2024. IEEE. (doi:10.1109/CLUSTER59578.2024.00023)

[Karimi et al., 2024]

Maryam Karimi, Reza Salkhordeh, André Brinkmann, , and Hossein Asadi. HybRAID: A high-performance hybrid RAID storage architecture for write-intensive applications in all-flash storage systems. IEEE Transactions on Parallel and Distributed Systems, 35(12):2608–2623, December 2024. (doi:10.1109/TPDS.2024.3429336)

[Li et al., 2024]

Zecheng Li, Guancheng Li, Songhui Cao, Shu Yin, and Xiaojun Ruan. Dynamic cache partitioning for enhancing parallel I/O performance in NVMe SSDs. In Proceedings of the IEEE International Conference on Networking, Architecture, and Storage, pages 1–4, Zhuhai, China, November 2024. (doi:10.1109/NAS63802.2024.10781346)

[Lu et al., 2024a]

Hexian Lu, Yuhui Deng, and Jiande Huang. POFFO: A perceptual online file fingerprint offloading strategy for effective data deduplication at cloud-edge systems. In Proceedings of the IEEE International Conference on Networking, Architecture, and Storage, pages 1–8, Zhuhai, China, November 2024. IEEE. (doi:10.1109/NAS63802.2024.10781345)

[Lu et al., 2024b]

Yen-Yu Lu, Chin-Hsien Wu, Shih-Jen Li, Cheng-Tze Lee, , and Cheng-Yen Wu. A stable idle time detection platform for real I/O workloads. ACM Transactions on Architecture and Code Optimization, 21(4):1–23, November 2024. (doi:10.1145/3695871)

[Vasileiadis et al., 2024]

Sotiris Vasileiadis, Matthew Paraskeva, George Savva, Andreas Efstathiou, Edson Ramiro Lucas Filho, Jianqiang Shen, Lun Yang, Kebo Fu, , and Herodotos Herodotou. Optimizing distributed tiered data storage systems with DITIS. Proceedings of the VLDB Endowment, 17(12):4393–4396, November 2024. (doi:10.14778/3685800.3685883)

[Zhang et al., 2024]

Heyu Zhang, Zhen Yang, Yulai Xie, Yafeng Wu, Jiakun Li, Dan Feng, Avani Wildani, and Darrell Long. Accurate generation of I/O workloads using generative adversarial networks. In Proceedings of the IEEE International Conference on Networking, Architecture, and Storage, pages 1–9, Zhuhai, China, November 2024. (doi:10.1109/NAS63802.2024.10781347)

[Zhou et al., 2024]

Hai Zhou, Dan Feng, Yuchong Hu, Wei Wang, and Huadong Huang. CoRD: Combining raid and delta for fast partial updates in erasure-coded storage clusters. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, pages 1–14, Atlanta, GA, November 2024. IEEE. (doi:10.1109/SC41406.2024.00113)

[Chiang et al., 2024]

Kun-Chi Chiang, Yung-Chun Li, Wei-Chen Wang, Wei-Kuan Shih, and Chien-Chung Ho. Enhancing data integrity with efficient retention-refilling programming schemes. ACM SIGAPP Applied Computing Review, 24(3):37––50, October 2024. (doi:10.1145/3699839.3699842)

[Silva et al., 2024]

Maria de Lourdes M. Silva, André L. C. Mendonça, Eduardo R. D. Neto, Iago C. Chaves, Carlos Caminha, Felipe T. Brito, Victor A. E. Farias, and Javam C. Machado. FACTO dataset: A dataset of user reports for faulty computer components. In Proceedings of the VI Dataset Showcase Workshop (DSW), Florianópolis, SC, Brazil, October 2024. (doi:10.5753/dsw.2024.243802)

[Marini and Carra, 2024]

Lorenzo Marini and Damiano Carra. Can miss ratio curves predict cache performance? In Proceedings of the 12th IEEE International Conference on Cloud Engineering (IC2E), pages 101–106, Paphos, Cyprus, September 2024. IEEE. (doi:10.1109/IC2E61754.2024.00018)

[Pan et al., 2024]

Yanqi Pan, Hao Huang, Yifeng Zhang, Wen Xia, Xiangyu Zou, , and Cai Deng. Delaying crash consistency for building a high-performance persistent memory file system. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 43(9):2620–2634, September 2024. (doi:10.1109/TCAD.2024.3375792)

[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.

[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)

[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.

[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.

[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.

[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)

[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.

[Song and Hu, 2023]

Shaopu Song and Junhao Hu. Skystore: Unified storage across clouds. Project paper, University of California, Berkeley, 2023.

[Wang et al., 2023]

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)

[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)

[Zhang et al., 2023]

Chi Zhang, Song Liu, Fangxing Yu, Menghan Li, Wei Tang, Fei Liu, and Weiguo Wu. Balloon: An elastic data management strategy for interlaced magnetic recording. Applied Sciences, 13(17), 2023. (doi:10.3390/app13179767)

[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)