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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.

[Wang et al., 2020]

Wei-Lin Wang, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, and Wei-Kuan Shih. How to cut out expired data with nearly zero overhead for solid-state drives. In Proceedings of the 57th ACM/IEEE Design Automation Conference, pages 1–6, San Francisco, CA, July 2020. IEEE. (doi:10.1109/DAC18072.2020.9218610)

[Zhang et al., 2020]

Yu Zhang, Ping Huang, Ke Zhou, Hua Wang, Jianying Hu, Yongguang Ji, and Bin Cheng. OSCA: An online-model based cache allocation scheme in cloud block storage systems. In Proceedings of the 2020 USENIX Annual Technical Conference, pages 785–798, July 2020.

[Fareed et al., 2020]

Imran Fareed, Mincheol Kang, Wonyoung Lee, and Soontae Kim. Leveraging intra-page update diversity for mitigating write amplification in SSDs. In Proceedings of the 34th ACM International Conference on Supercomputing, New York, NY, USA, June 2020. ACM. (doi:10.1145/3392717.3392767)

[Kachmar and Kaeli, 2020]

Maher Kachmar and David R. Kaeli. A smart background scheduler for storage systems. ArXiv, abs/2006.01402, June 2020.

[Kolosov et al., 2020]

Oleg Kolosov, Gala Yadgar, Sumit Maheshwari, and Emina Soljanin. Benchmarking in the dark: On the absence of comprehensive edge datasets. In Proceedings of the 3rd USENIX Workshop on Hot Topics in Edge Computing, Santa Clara, CA, June 2020. USENIX Association.

[Wajahat et al., 2020]

Muhammad Wajahat, Aditya Yele, Tyler Estro, Anshul Gandhi, and Erez Zadok. Analyzing the distribution fit for storage workload and internet traffic traces. Performance Evaluation, 139, June 2020. (doi:https://doi.org/10.1016/j.peva.2020.102121)

[Zhang et al., 2020]

Baoquan Zhang, Ming-Hong Yang, Xuchao Xie, and David H.C. Du. Idler: I/O workload controlling for better responsiveness on host-aware shingled magnetic recording drives. IEEE Transactions on Computers, 69(6):777–788, June 2020. (doi:10.1109/TC.2020.2966194)

[Akgun et al., 2020]

Ibrahim Umit Akgun, Geoff Kuenning, and Erez Zadok. Re-Animator: Versatile high-fidelity system-call tracing and replaying. In Proceedings of the 13th ACM International Systems and Storage Conference (SYSTOR), pages 61–74, Haifa, Israel, May 2020.

[Hine et al., 2020]

Yusaku Hine, Reika Kinoshita, Yoshiki Kakuta, and Ken Takeuchi. Data allocation algorithm based on write and read frequency for double asymmetric-latency SCM SSD. In 2020 IEEE International Memory Workshop (IMW), pages 1–4, Dresden, Germany, May 2020. (doi:10.1109/IMW48823.2020.9108151)

[Liu et al., 2020]

Weihua Liu, Fei Wu, Meng Zhang, Chengmo Yang, Zhonghai Lu, Jiguang Wan, and Changsheng Xie. DEPS: Exploiting a dynamic error prechecking scheme to improve the read performance of SSD. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, May 2020. (doi:10.1109/TCAD.2020.2994266)

[Phyu and Thein, 2020]

Myat Pwint Phyu and Thandar Thein. Capacity optimized deduplication for big unstructured data in scale-out distributed storage system. Technical report, University of Information Technology Myanmar, May 2020.

[Ye et al., 2020]

Liuqing Ye, Dan Feng, Yuchong Hu, Xueliang Wei, and Yuzhuo Zhang. STC: Sub-packetization tunable codes for fast recovery. Journal of Systems Architecture, 105, May 2020. (doi:10.1016/j.sysarc.2019.101699)

[Zhou et al., 2020]

Ke Zhou, Yu Zhang, Ping Huang, Hua Wang, Yongguang Ji, Bin Cheng, and Ying Liu. Efficient SSD cache for cloud block storage via leveraging block reuse distances. IEEE Transactions on Parallel and Distributed Systems, 31(11):2496–2509, May 2020. (doi:10.1109/TPDS.2020.2994075)

[anad Chun-Feng Wu et al., 2020]

Ming-Chang Yang anad Chun-Feng Wu, Shuo-Han Chen, Yi-Ling Lin, Che-Wei Chang, and Yuan-Hao Chang. On minimizing internal data migrations of flash devices via lifetime-retention harmonization. IEEE Transactions on Computers, April 2020. (doi:10.1109/TC.2020.2989554)

[Dong et al., 2020]

Yong Dong, Juan Chen, Yuhua Tang, Junjie Wu, Huiquan Wang, and Enqiang Zhou. Lazy scheduling based disk energy optimization method. Tsinghua Science and Technology, 25(2):203–216, April 2020. (doi:10.26599/TST.2018.9010140)

[Hu et al., 2020]

Cheng Hu, Huan Luo, and Mingdong Tang. Leveraging N-1 queues to improve the energy efficiency of scalable computing. IEEE Access, 8:86573–86584, April 2020. (doi:10.1109/ACCESS.2020.2989303)

[Ma et al., 2020]

Chenlin Ma, Zhaoyan Shen, Jihe Wang, Yi Wang, Renhai Chen, Yong Guan, and Zili Shao. Tiler: An autonomous region-based scheme for SMR storage. IEEE Transactions on Computers, April 2020. (doi:10.1109/TC.2020.2988004)

[Takai et al., 2020]

Yoshiki Takai, Mamoru Fukuchi, Chihiro Matsui, Reika Kinoshita, and Ken Takeuchi. Analysis on hybrid SSD configuration with emerging non-volatile memories including quadruple-level cell (QLC) NAND flash memory and various types of storage class memories (SCMs). IEICE Transactions on Electronics, E103-C(4):171–180, April 2020. (doi:10.1587/transele.2019CDP0006)

[Feng et al., 2020]

Yazhi Feng, Dan Feng, Wei Tong, Jingning Liu, and Shuai Li. Multiple subpage writing FTL in MLC by exploiting dual mode operations. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39(3):599–612, March 2020. (doi:10.1109/TCAD.2018.2890689)

[Hadizadeh et al., 2020]

Mostafa Hadizadeh, Elham Cheshmikhani, and Hossein Asadi. STAIR: High reliable STT-MRAM aware multi-level I/O cache architecture by adaptive ECC allocation. In 2020 Design, Automation and Test in Europe Conference (DATE), pages 1484–1489, Grenoble, France, March 2020. (doi:10.23919/DATE48585.2020.9116550)

[Chang et al., 2020]

Li-Pin Chang, Chia-Hsiang Cheng, Shu-Ting Chang, and Po-Han Chou. Current-aware flash scheduling for current capping in solid state disks. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 39(2):321–334, February 2020. (doi:10.1109/TCAD.2018.2887046)

[Han et al., 2020]

Kyuhwa Han, Hyukjoong Kim, and Dongkun Shin. WAL-SSD: Address remapping-based write-ahead-logging solid-state disks. IEEE Transactions on Computers, 69(2):260–273, February 2020. (doi:10.1109/TC.2019.2947897)

[Hu and Deng, 2020]

Cheng Hu and Yuhui Deng. Extracting a credible hint of response time to scale resources in elastic clusters. Journal of Circuits, Systems and Computers, February 2020.

[Nachman et al., 2020]

Aviv Nachman, Gala Yadgar, and Sarai Sheinvald. GoSeed: Generating an optimal seeding plan for deduplicated storage. In Proceedings of the 18th USENIX Conference on File and Storage Technologies, Santa Clara, CA, February 2020.

[Wu et al., 2020]

Suzhen Wu, Weidong Zhu, Yingxin Han, Hong Jiang, Bo Mao, Zhijie Huang, and Liang Chen. GC-Steering: GC-aware request steering and parallel reconstruction optimizations for SSD-based RAIDs. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, February 2020. (doi:10.1109/TCAD.2020.2974346)

[Zhang et al., 2020a]

Wenhui Zhang, Qiang Cao, Hong Jiang, and Jie Yao. Improving overall performance of TLC SSD by exploiting dissimilarity of flash pages. IEEE Transactions on Parallel and Distributed Systems, 31(2):332–346, February 2020. (doi:10.1109/TPDS.2019.2934458)

[Zhang et al., 2020b]

Yiming Zhang, Huiba Li, Shengyun Liu, Jiawei Xu, and Guangtao Xue. PBS: An efficient erasure-coded block storage system based on speculative partial writes. ACM Transactions on Storage, 16(1), February 2020. (doi:10.1145/3365839)

[Chae et al., 2020]

Suk-Joo Chae, Ronnie Mativenga, Joon-Young Paik, Muhammad Attique, and Tae-Sun Chung. DSFTL: An efficient FTL for flash memory based storage systems. Electronics, 9(1), January 2020. (doi:10.3390/electronics9010145)

[Kinoshita et al., 2020]

Reika Kinoshita, Chihiro Matsui, Atsuya Suzuki, Shouhei Fukuyama, and Ken Takeuchi. Workload-aware data-eviction self-adjusting system of multi-SCM storage to resolve trade-off between SCM data-retention error and storage system performance. In Proceedings of the 25thAsia and South Pacific Design Automation Conference, pages 319–324, Beijing, China, January 2020. ACM. (doi:10.1109/ASP-DAC47756.2020.9045469)

[Luo et al., 2020]

Qiwu Luo, Xiaoxin Fang, Yichuang Sun, Jiaqiu Ai, and Chunhua Yang. Self-learning hot data prediction: Where echo state network meets NAND flash memories. IEEE Transactions on Circuits and Systems, 67(3):939–950, January 2020. (doi:10.1109/TCSI.2019.2960015)

[Peng et al., 2020]

Jun Peng, Chenglong Wang, Fu Jiang, Xin Gu, Yueyue Mu, and Weirong Liu. A fast deep Q-learning network edge cloud migration strategy for vehicular service. Journal of Electronics and Information Technology, 42(1), January 2020. (doi:10.11999/JEIT190612)

[Schilling, 2020]

Johannes Schilling. NAND flash memory garbage collection. In AKSS: Operating System Concepts for Modern Memories and Storage Technologies, Erlangen, Germany, January 2020.

[Fu et al., 2019]

Yinjin Fu, Nong Xiao, Hong Jiang, Guyu Hu, and Weiwei Chen. Application-aware big data deduplication in cloud environment. IEEE Transactions on Cloud Computing, 7(4):921–934, 2019. (doi:10.1109/TCC.2017.2710043)

[Guo et al., 2019]

Chang Guo, Ying Li, Hongzhi Liu, and Zhonghai Wu. An application-oriented cache allocation and prefetching method for long-running applications in distributed storage systems. Chinese Journal of Electronics, 28:773–780, 2019. (doi:10.1049/cje.2019.05.004)

[Hu et al., 2019]

Cheng Hu, Yuhui Deng, Laurence T. Yang, and Yufan Zhao. Estimating the resource demand in power-aware clusters by regressing a linearly dependent relation. IEEE Transactions on Sustainable Computing, 2019. (doi:10.1109/TSUSC.2019.2894708)

[Wu et al., 2019]

Suzhen Wu, Weiwei Zhang, Bo Mao, and Hong Jiang. HotR: Alleviating read/write interference with hot read data replication for flash storage. In Proceedings of the 2019 Design, Automation and Test in Europe Conference (DATE), Florence, Italy, 2019. IEEE. (doi:10.23919/DATE.2019.8715100)

[You et al., 2019]

Taehee You, Sangwoo Han, Young Min Park, Hyuk-Jun Lee, and Eui-Young Chung. Multi-token based power management for NAND flash storage devices. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2019. (doi:10.1109/TCAD.2019.2953948)

[Zhang et al., 2019]

Tong Zhang, Ze Cheng, and Jing Li. Reinforcement learning-driven address mapping and caching for flash-based remote sensing image processing. Journal of Systems Architecture, 98:374–387, 2019. (doi:10.1016/j.sysarc.2019.02.007)

[Hu and Tang, 2019]

Cheng Hu and Mingdong Tang. Reduce the energy cost of elastic clusters by queuing workloads with N-1 queues. In Proceedings of the 2019 International Conference on Blockchain and Trustworthy Systems, pages 275–287, Guangzhou, China, December 2019.

[Kang and Yoo, 2019]

Wonkyung Kang and Sungjoo Yoo. Q-Value prediction for reinforcement learning assisted garbage collection to reduce long tail latency in SSD. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, December 2019. (doi:10.1109/TCAD.2019.2962781)

[Li et al., 2019]

Cheng-Yu Li, Jih-Hsiang Cheng, and Ya-Shu Chen. Latency constraint-aware scheduler for NVMe solid state drives. In Proceedings of the 2019 International Symposium on Intelligent Signal Processing and Communication Systems, pages 1–2, Taipei, Taiwan, December 2019. (doi:10.1109/ISPACS48206.2019.8986290)

[Ma et al., 2019]

Chenlin Ma, Zhaoyan Shen, Yi Wang, and Zili Shao. Alleviating hot data write back effect for shingled magnetic recording storage systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 38(12):2243–2254, December 2019. (doi:10.1109/TCAD.2018.2878190)

[Yao et al., 2019]

Yingbiao Yao, Mingbo Yan, Xiaochong Kong, Xiaorong Xu, Wei Feng, and Xin Xu. An adaptive read-write partitioning flash translation layer algorithm. IEEE Access, 7:179063–179073, December 2019. (doi:10.1109/ACCESS.2019.2958609)

[young Paik et al., 2019]

Joon young Paik, Joong-Hyun Choi, Rize Jin, Jianming Wang, and Eun-Sun Cho. Buffer management for identifying crypto-ransomware attack in environment with no semantic information. In Proceedings of the 2019 IEEE International Conference on Parallel Distributed Processing with Applications, Big Data and Cloud Computing, Sustainable Computing and Communications, Social Computing and Networking, pages 443–450, Xiamen, China, December 2019. (doi:10.1109/ISPA-BDCloud-SustainCom-SocialCom48970.2019.00070)

[Elyasi et al., 2019]

Nima Elyasi, Changho Choi, Anand Sivasubramaniam, Jingpei Yang, and Vijay Balakrishnan. Trimming the tail for deterministic read performance in SSDs. In Proceedings of the 2019 IEEE International Symposium on Workload Characterization, pages 49–58, Orlando, Florida, November 2019. (doi:10.1109/IISWC47752.2019.9042073)

[Jiang and Chung, 2019]

Jehn-Ruey Jiang and Wei-Sheng Chung. Real-time proof of violation with adaptive Huffman coding hash tree for cloud storage service. In Proceedings of the 12th IEEE Conference on Service-Oriented Computing and Applications (SOCA), Kaohsiung, Taiwan, November 2019. IEEE. (doi:10.1109/SOCA.2019.00029)

[Matsui and Takeuchi, 2019]

Chihiro Matsui and Ken Takeuchi. Step-by-step design of memory hierarchy for heterogeneously-integrated SCM/NAND flash storage. Integration, 69:62–74, November 2019. (doi:10.1016/j.vlsi.2019.09.006)

[Oe and Nanri, 2019]

Kazuichi Oe and Takeshi Nanri. Hybrid storage system to achieve efficient use of fast memory area. In Proceedings of the 2019 IEEE International Symposium on Computing and Networking (CANDAR), pages 63–72, Nagasaki, Japan, November 2019. IEEE. (doi:10.1109/CANDAR.2019.00016)

[Ogihara, 2019]

Kazutaka Ogihara. Generating block IO trace data from a cloud site using packet capture and analyzing the IO trace data. In Proceedings of the 7th IEEE International Symposium on Computing and Networking Workshops (CANDARW), pages 455–459, Nagasaki, Japan, November 2019. (doi:10.1109/CANDARW.2019.00086)

[Pan et al., 2019]

Cheng Pan, Yingwei Luo, Xiaolin Wang, and Zhenlin Wang. pRedis: Penalty and locality aware memory allocation in Redis. In Proceedings of the 2019 ACM Symposium on Cloud Computing, pages 193–205, Santa Cruz, CA, November 2019. ACM. (doi:10.1145/3357223.3362729)