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)

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


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.


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)


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.


[Nagel et al., 2018]
Lars Nagel, Tim Süß, Kevin Kremer, M. Umar Hameed, Lingfang Zeng, and André Brinkmann. Time-efficient garbage collection in SSDs. CoRR, 2018.
[Seo et al., 2018]
Seok-Bin Seo, Wanil Kim, and Se Jin Kwon. Efficient page collection scheme for QLC NAND flash memory using cache. International Journal of Advanced Computer Science and Applications, 9(11):458–461, 2018.
[Zhou et al., 2018]
Ke Zhou, Yu Zhang, Ping Huang, Hua Wang, Yongguang Ji, Bin Cheng, and Ying Liu. LEA: A lazy eviction algorithm for SSD cache in cloud block storage. In Proceedings of the 36th IEEE International Conference on Computer Design, Orlando, FL, 2018. IEEE. (doi:10.1109/ICCD.2018.00091)
[Hu et al., 2018]
Cheng Hu, Yuhui Deng, Geyong Min, Ping Huang, and Xiao Qin. QoS promotion in energy-efficient datacenters through peak load scheduling. IEEE Transactions on Cloud Computing, December 2018. (doi:10.1109/TCC.2018.2886187)
[Mei et al., 2018]
Linjun Mei, Dan Feng, Lingfang Zeng, Jianxi Chen, and Jingning Liu. A high-performance and high reliability RAIS5 storage architecture with adaptive stripe. In Algorithms and Architectures for Parallel Processing, Guangzhou, China, December 2018. Springer International Publishing.
[Oe et al., 2018]
Kazuichi Oe, Mitsuru Sato, and Takeshi Nanri. ATSMF: Automated tiered storage with fast memory and slow flash storage to improve reponse time with concentrated input-output (IO) workloads. IEICE Transactions on Information and Systems, E101-D(12):2889–2901, December 2018. (doi:10.1587/transinf.2018PAP0005)
[Xie et al., 2018]
Wei Xie, Yong Chen, and Philip C. Roth. Exploiting internal parallelism for address translation in solid-state drives. ACM Transactions on Storage, 14(32):32:1–32:30, December 2018. (doi:10.1145/3239564)
[Garrett, 2018]
Tyler Garrett. Enabling intra-plane parallel block erase in NAND flash to alleviate the impact of garbage collection. Master's thesis, University of Pittsburgh, Pittsburgh, PA, November 2018.
[Lin et al., 2018]
Ping-Hsien Lin, Yu-Ming Chang, Yung-Chun Li, Wei-Chen Wang, Chien-Chung Ho, and Yuan-Hao Chang. Achieving fast sanitization with zero live data copy for MLC flash memory. In Proceedings of the 2018 IEEE/ACM International Conference on Computer-Aided Design, pages 1–8, San Diego, CA, November 2018. (doi:10.1145/3240765.3240773)
[Xu, 2018]
Jun Xu. Block Trace Analysis and Storage System Optimization, chapter Trace Collection, pages 89–99. Apress, Berkeley, CA, November 2018. (doi:10.1007/978-1-4842-3928-5_3)
[Choi et al., 2018]
Wonil Choi, Myoungsoo Jung, and Mahmut Kandemir. Invalid data-aware coding to enhance the read performance of high-density flash memories. In Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, pages 482–493, Fukuoka, Japan, October 2018. (doi:10.1109/MICRO.2018.00046)
[Hwang and Kwak, 2018]
Sang-Ho Hwang and Jong Wook Kwak. RbWL: Recency-based static wear leveling for lifetime extension and overhead reduction in NAND flash memory systems. IEICE Transactions on Information and Systems, E101-D(10):2518–2522, October 2018. (doi:10.1587/transinf.2018EDL8076)
[Kim et al., 2018]
Joonsung Kim, Pyeongsu Park, Jaehyung Ahn, Jihun Kim, Jong Kim, and Jangwoo Kim. SSDcheck: Timely and accurate prediction of irregular behaviors in black-box SSDs. In Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, pages 455–468, Fukuoka, Japan, October 2018. (doi:10.1109/MICRO.2018.00044)
[Kinoshita et al., 2018]
Reika Kinoshita, Chihiro Matsui, Shinpei Matsuda, Yutaka Adachi, and Ken Takeuchi. Maximizing performance/cost figure of merit of storage-type SCM based SSD by adding small capacity of memory-type SCM. In Proceedings of the 2018 Non-Volatile Memory Technology Symposium, Sendai, Japan, October 2018. (doi:10.1109/NVMTS.2018.8603117)
[Li et al., 2018]
Daiping Li, Xiaoyang Qu, Jiguang Wan, Jun Wang, Yang Xia, Xiaozhao Zhuang, and Changsheng Xie. Workload scheduling for massive storage systems with arbitrary renewable supply. IEEE Transactions on Parallel and Distributed Systems, 29(10):2373–2387, October 2018. (doi:10.1109/TPDS.2018.2820070)
[Liu et al., 2018]
Caiyin Liu, Min Lv, Yubiao Pan, Hao Chen, Yongkun Li, Cheng Li, and Yinlong Xu. LCR: Load-aware cache replacement algorithm for flash-based SSDs. In Proceedings of the 2018 IEEE International Conference on Networking, Architecture, and Storage, Chongqing, China, October 2018. (doi:10.1109/NAS.2018.8515727)
[Lv et al., 2018]
Hao Lv, You Zhou, Fei Wu, Weijun Xiao, Xubin He, Zhonghai Lu, and Changsheng Xie. Exploiting minipage-level mapping to improve write efficiency of NAND flash. In Proceedings of the 2018 IEEE International Conference on Networking, Architecture, and Storage, Chongqing, China, October 2018. IEEE. (doi:10.1109/NAS.2018.8515728)
[Paik et al., 2018]
Joon-Young Paik, Joong-Hyun Choi, Rize Jin, Jianming Wang, and Eun-Sun Cho. A storage-level detection mechanism against crypto-ransomware. In Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications, pages 2258–2260, Toronto, Canada, October 2018. (doi:10.1145/3243734.3278491)
[Suzuki et al., 2018]
Atsuya Suzuki, Chihiro Matsui, and Ken Takeuchi. Periodic data eviction algorithm of SCM/NAND flash hybrid SSD with SCM retention time constraint capabilities at extremely high temperature. In Non-Volatile Memory Technology Symposium 2018, Sendai, Japan, October 2018. ACM. (doi:10.1109/NVMTS.2018.8603108)
[Wu et al., 2018]
Fei Wu, Zuo Lu, You Zhou, Xubin He, Zhihu Tan, and Changsheng Xie. OSPADA: One-shot programming aware data allocation policy to improve 3D NAND flash read performance. In Proceedings of the 36th IEEE International Conference on Computer Design, Orlando, FL, October 2018. IEEE. (doi:10.1109/ICCD.2018.00018)
[Fu et al., 2018]
Min Fu, Shujie Han, Patrick P.C. Lee, Dan Feng, Zuoning Chen, and Yu Xiao. A simulation analysis of redundancy and reliability in primary storage deduplication. IEEE Transactions on Computers, 67(9):1259–1272, September 2018. (doi:10.1109/TC.2018.2808496)
[Ge et al., 2018]
Xiongzi Ge, Xuchao Xie, David H.C. Du, Pradeep Ganesan, and Dennis Hahn. ChewAnalyzer: Workload-aware data management across differentiated storage pools. In Proceedings of the 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pages 94–101, Milwaukee, WI, September 2018. (doi:10.1109/MASCOTS.2018.00017)
[Hong et al., 2018]
Juhyung Hong, Sangwoo Han, Young Min Park, and Eui-Young Chung. ICS: Interrupt-based channel sneaking for maximally exploiting die-level parallelism of NAND flash-based storage devices. IEEE Transactions on Very Large Scale Integration Systems, 26(9):1802–1806, September 2018. (doi:10.1109/TVLSI.2018.2824818)
[Hou and Chen, 2018]
Binbing Hou and Feng Chen. Pacaca: Mining object correlations and parallelism for enhancing user experience with cloud storage. In Proceedings of the 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pages 293–305, Milwaukee, WI, September 2018. (doi:10.1109/MASCOTS.2018.00036)
[Hu and Deng, 2018]
Cheng Hu and Yuhui Deng. Fast resource scaling in elastic clusters with an agile method for demand estimation. Sustainable Computing: Informatics and Systems, 19:165–173, September 2018. (doi:10.1016/j.suscom.2018.03.001)
[Luo et al., 2018]
Qiwu Luo, Ray C. C. Cheung, and Yichuang Sun. Dynamic virtual page-based flash translation layer with novel hot data identification and adaptive parallelism management. IEEE Access, 6, September 2018. (doi:10.1109/ACCESS.2018.2872721)
[Shahidi and Kandemir, 2018]
Narges Shahidi and Mahmut T. Kandemir. CachedGC: Cache-assisted garbage collection in modern solid state drives. In Proceedings of the 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, Milwaukee, WI, September 2018. IEEE. (doi:10.1109/MASCOTS.2018.00015)
[Watanabe et al., 2018]
Hikaru Watanabe, Yoshiaki Deguchi, Atsuro Kobayashi, Chihiro Matsui, and Ken Takeuchi. System-level read disturb suppression techniques of TLC NAND flash memories for Read-Hot/Cold data mixed applications. Solid State Electronics, 147:63–77, September 2018. (doi:10.1016/j.sse.2018.05.004)
[Yang et al., 2018]
Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, and Ningfang Mi. I/O workload management for all-flash datacenter storage systems based on total cost of ownership. IEEE Transactions on Big Data, September 2018. (doi:10.1109/TBDATA.2018.2871114)
[Yeo et al., 2018]
Dong Bin Yeo, Joon-Yong Paik, and Tae-Sun Chung. Hierarchical request-size-aware flash translation layer based on page-level mapping. Journal of Circuits, Systems and Computers, 28(7), September 2018. (doi:10.1142/S0218126619501172)
[Haghdoost, 2018]
Alireza Haghdoost. Towards Performance and Reliability Enhancements of Enterprise Data Storage Systems. PhD thesis, University of Minnesota Twin Cities, August 2018.
[Ho et al., 2018]
Chien-Chung Ho, Yung-Chun Li, Ping-Hsien Lin, Wei-Chen Wang, and Yuan-Hao Chang. A stride-away programming scheme to resolve crash recoverability and data readability issues of multi-level-cell flash memory. In Proceedings of the 7th IEEE Non-Volatile Memory Systems and Applications Symposium, pages 67–72, Hakodate, Japan, August 2018. (doi:10.1109/NVMSA.2018.00019)
[Imamura and Yoshida, 2018]
Satoshi Imamura and Eiji Yoshida. Reducing CPU power consumption for low-latency SSDs. In Proceedings of the 7th IEEE Non-Volatile Memory Systems and Applications Symposium, pages 79–84, Hakodate, Japan, August 2018. (doi:10.1109/NVMSA.2018.00021)
[Kumar and Singh, 2018]
Shailesh Kumar and Pradeep Kumar Singh. A dead block approach to minimize erase operation in NAND flash memory. IEEE Transactions on Consumer Electronics, 64, August 2018. (doi:10.1109/TCE.2018.2867803)
[Lin et al., 2018]
Yi-Ling Lin, Ming-Chang Yang, Yuan-Hao Chang, Che-Wei Chang, and Shuo-Han Chen. On harmonizing data lifetime and block retention time for flash devices. In Proceedings of the 7th IEEE Non-Volatile Memory Systems and Applications Symposium, pages 73–78, Hakodate, Japan, August 2018. (doi:10.1109/NVMSA.2018.00020)
[Pan and Xie, 2018]
Wen Pan and Tao Xie. A mirroring-assisted channel-RAID5 SSD for mobile applications. ACM Transactions on Embedded Computing Systems, 17(4), August 2018. (doi:10.1145/3209625)
[Pan et al., 2018]
Cheng Pan, Xiameng Hu, Lan Zhou, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang. PACE: Penalty aware cache modeling with enhanced AET. In Proceedings of the 9th Asia-Pacific Workshop on Systems, Jeju Island, Republic of Korea, August 2018. (doi:10.1145/3265723.3265736)
[Wang et al., 2018]
Jihe Wang, Chenlin Ma, Zhaoyan Shen, Shaheer Muhammad, and Zili Shao. Tiler: An autonomous region-based scheme with fast cleaning for SMR storage. In Proceedings of the 2018 IEEE 7th Non-Volatile Memory Systems and Application Symposium, pages 13–18, Hakodate, Japan, August 2018. (doi:10.1109/NVMSA.2018.00010)
[Zhang et al., 2018]
Tong Zhang, Ping Luo, Ze Cheng, and Jing Li. Efficient flash-aware page-mapping cache management for on-board remote sensing image processing. Journal of Systems Architecture, 88:1–12, August 2018. (doi:10.1016/j.sysarc.2018.04.003)
[Zhao et al., 2018]
Xiaoqing Zhao, Hongbin Sun, Longjun Liu, Yang Yang, Liangliang Dai, Xiulong Wu, Ruizhi Zhang, Jianxiao Wang, and Nanning Zheng. Architectural exploration to address the reliability challenges for ReRAM-based buffer in SSD. IEEE Transactions on Circuits and Systems, 66:226–238, August 2018. (doi:10.1109/TCSI.2018.2851141)
[Bhimani et al., 2018a]
Janki Bhimani, Ningfang Mi, and Bo Sheng. BloomStream: Data temperature identification for flash based memory storage using Bloom filters. In Proceedings of the 11th IEEE International Conference on Cloud Computing Technology and Science, San Francisco, CA, July 2018. IEEE. (doi:10.1109/CLOUD.2018.00037)
[Bhimani et al., 2018b]
Janki Bhimani, Ningfang Mi, Zhengyu Yang, Jingpei Yang, Rajinikanth Pandurangan, Changho Choi, and Vijay Balakrishnan. FIOS: Feature based I/O stream identification for improving endurance of multi-stream SSDS. In Proceedings of the 11th IEEE International Conference on Cloud Computing Technology and Science, San Francisco, CA, July 2018. IEEE. (doi:10.1109/CLOUD.2018.00010)
[Luo et al., 2018]
Xinjian Luo, Xiaofeng Gao, Zhaowei Tan, Jiaxi Liu, Xiaochun Yang, and Guihai Chen. D2-Tree: A distributed double-layer namespace tree partition scheme for metadata management in large-scale storage systems. In Proceedings of the 38th International Conference on Distributed Computing Systems, pages 110–119, Vienna, Austria, July 2018. (doi:10.1109/ICDCS.2018.00021)
[Salkhordeh et al., 2018]
Reza Salkhordeh, Shahriar Ebrahimi, and Hossein Asadi. ReCA: An efficient reconfigurable cache architecture for storage systems with online workload characterization. IEEE Transactions on Parallel and Distributed Systems, 29(7):1605–1620, July 2018. (doi:10.1109/TPDS.2018.2796100)
[Yang, 2018]
Zhengyu Yang. Flash-based Storage Management in Cloud Computing Datacenter Infrastructures. PhD thesis, Northeastern University, July 2018.
[Berger et al., 2018]
Daniel S. Berger, Nathan Beckmann, and Mor Harchol-Balter. Practical bounds on optimal caching with variable object sizes. In Proceedings of the 2018 ACM Conference on Measurement and Analysis of Computing Systems, Irvine, CA, June 2018. (doi:10.1145/3224427)
[Choi et al., 2018]
Wonil Choi, Myoungsoo Jung, Mahmut Kandemir, and Chita Das. Parallelizing garbage collection with I/O to improve flash resource utilization. In Proceedings of the 27th International Symposium on High Performance Parallel and Distributed Computing, pages 243–254, Tempe, AZ, June 2018. (doi:10.1145/3208040.3208048)
[Kang and Yoo, 2018]
Wongkyung Kang and Sungjoo Yoo. Dynamic management of key states for reinforcement learning-assisted garbage collection to reduce long tail latency in SSD. In Proceedings of the 55th ACM/IEEE Design Automation Conference, pages 1–6, San Francisco, CA, June 2018. (doi:10.1145/3195970.3196034)
[Mao et al., 2018]
Bo Mao, Suzhen Wu, Hong Jiang, Yaodong Yang, and Zaifa Xi. EDC: Improving the performance and space efficiency of flash-based storage systems with elastic data compression. IEEE Transactions on Parallel and Distributed Systems, 29(6):1261–1274, June 2018. (doi:10.1109/TPDS.2018.2794966)
[Ramljak et al., 2018]
Dusan Ramljak, Deepak Abraham Tom, Doug Voigt, and Krishna Kant. Modular framework for data prefetching and replacement at the edge. In 2018 International Conference on Edge Computing, pages 18–33, Seattle, WA, June 2018. Springer International Publishing. (doi:10.1007/978-3-319-94340-4_2)
[Tavakkol et al., 2018]
Arash Tavakkol, Mohammad Sadrosadati, Saugata Ghose, Jeremie Kim, Yixin Luo, Yaohua Wang, Nika Mansouri Ghiasi, Lois Orosa, Juan Gómez-Luna, and Onur Mutlu. FLIN: Enabling fairness and enhancing performance in modern NVMe solid state drives. In Proceedings of the 45th International Symposium on Computer Architecture, pages 397–410, Los Angeles, CA, June 2018. (doi:10.1109/ISCA.2018.00041)
[Wang et al., 2018]
Wei-Lin Wang, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih. Minimizing write amplification to enhance lifetime of large-page flash-memory storage devices. In Proceedings of the 55th ACM/EDAC/IEEE Design Automation Conference, pages 1–6, San Francisco, CA, June 2018. (doi:10.1109/DAC.2018.8465814)
[Wu et al., 2018]
Fei Wu, Jiaona Zhou, Shunzhuo Wang, Yajuan Du, Chengmo Yang, and Changsheng Xie. FastGC: Accelerate garbage collection via an efficient copyback-based data migration in SSDs. In Proceedings of the 55th ACM/EDAC/IEEE Design Automation Conference, pages 1–6, San Francisco, CA, June 2018. (doi:10.1109/DAC.2018.8465931)
[Zhang et al., 2018]
Wenhui Zhang, Qiang Cao, Hong Jiang, and Jie Yao. PA-SSD: A page-type aware TLC SSD for improved write/read performance and storage efficiency. In Proceedings of the 2018 ACM International Conference on Supercomputing, pages 22–32, Beijing, China, June 2018. (doi:10.1145/3205289.3205319)
[Cai et al., 2018]
Yu Cai, Yixin Luo, Saugata Ghose, Erich F. Haratsch, Ken Mai, and Onur Mutlu. Read disturb errors in MLC NAND flash memory. Technical report, Carnegie Mellon University, May 2018.
[Fukuchi et al., 2018]
Mamoru Fukuchi, Yukiya Sakaki, Chihiro Matsui, and Ken Takeuchi. 20% system-performance gain of 3D charge-trap TLC NAND flash over 2D floating-gate MLC NAND flash for SCM/NAND flash hybrid SSD. In Proceedings of the 2018 IEEE International Symposium on Circuits and Systems, Florence, Italy, May 2018. (doi:10.1109/ISCAS.2018.8351309)
[Matsui and Takeuchi, 2018]
Chihiro Matsui and Ken Takeuchi. 3ASCA: Application-aware autonomous SCM capacity adjustment for SCM and NAND flash pooled storage. In Proceedings of the 2018 IEEE International Symposium on Circuits and Systems, pages 1–5, Florence, Italy, May 2018. (doi:10.1109/ISCAS.2018.8351683)
[Wang et al., 2018]
Yi Wang, Jiangfan Huang, Jing Yang, and Tao Li. A temperature-aware reliability enhancement strategy for 3D charge-trap flash memory. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, May 2018. (doi:10.1109/TCAD.2018.2808227)
[Wu et al., 2018]
Suzhen Wu, Weidong Zhu, Guixin Liu, Hong Jiang, and Bo Mao. GC-aware request steering with improved performance and reliability for SSD-based RAIDs. In Proceedings of the 2018 IEEE International Symposium on Parallel & Distributed Processing, pages 296–305, Vancouver, BC, Canada, May 2018. (doi:10.1109/IPDPS.2018.00039)
[Adachi et al., 2018]
Yutaka Adachi, Chihiro Matsui, and Ken Takeuchi. Double asymmetric-latency storage class memories (SCMs) for fast-write SCM, fast-read SCM & NAND flash hybrid SSDs. In 2018 International Symposium on VLSI Design, Automation and Test, Hsinchu, Taiwan, April 2018. IEEE. (doi:10.1109/VLSI-DAT.2018.8373247)
[Ahmadian et al., 2018]
Saba Ahmadian, Onur Mutlu, and Hossein Asadi. ECI-Cache: A high-endurance and cost-efficient I/O caching scheme for virtualized platforms. Proceedings of the ACM Conference on Measurement and Analysis of Computing Systems, 2(1):9:1–9:34, April 2018. (doi:10.1145/3179412)
[Al Assaf et al., 2018]
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