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.
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.
[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.
[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.
[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.
[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.
[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.
[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.
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.
Gabriele Russo Russo, Valeria
Cardellini, Giuliano Casale, and Francesco Lo
Presti.
MEAD: Model-based vertical auto-scaling for data stream processing.
In Proceedings of the 21st IEEE/ACM International Symposium on Cluster,
Cloud and Grid Computing (CCGrid), pages 314–323, 2021.
(doi:10.1109/CCGrid51090.2021.00041)
Zhaoyan
Shen, Lei Han, Chenlin Ma,
Zhiping Jia, Tao Li, and Zili
Shao.
Leveraging the interplay of RAID and SSD for lifetime optimization of
flash-based SSD RAID.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 40(7):1395–1408, 2021.
(doi:10.1109/TCAD.2020.3020495)
Yi Wang,
Jiangfan Huang, Jing Chen, and
Rui Mao.
PVSensing: A process-variation-aware space allocation strategy for 3d NAND
flash memory.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 41(5):1302–1315, 2021.
Bing Wei,
Jigang Wu, Xiaosong Su, Qiang
Huang, and Yujun Liu.
Adaptive updates for erasure-coded storage systems based on data delta and
logging.
In International Conference on Parallel and Distributed Computing,
Applications and Technologies, pages 187–197. Springer, 2021.
Chin-Hsien Wu,
I-Hung Li, and Jian-Jia Chen.
A supervised-learning-based garbage collection in solid-state drives (SSDs).
IT Professional, 23(6):39–45, 2021.
Hai Zhou,
Dan Feng, and Yuchong Hu.
Multi-level forwarding and scheduling repair technique in heterogeneous network
for erasure-coded clusters.
In Proceedings of the 50th International Conference on Parallel
Processing, pages 1–11, 2021.
Hanchen Guo,
Zhehan Lin, Yunfei Gu, Chentao
Wu, Li Jiang, Jie Li, Guangtao
Xue, and Minyi Guo.
Lazy-WL: A wear-aware load balanced data redistribution method for efficient
SSD array scaling.
In Proceedings of the IEEE International Conference on Cluster Computing
(CLUSTER), pages 157–168, Melbourne, Australia, September 2021. IEEE.
(doi:10.1109/Cluster48925.2021.00030)
K. Mounika and Prof. G.
Setha.
Utilization of data de duplication to enhance the performance of storage system
in the cloud.
Indo-American Journal of Pharma and Bio Sciences, 9(3):19–23,
September 2021.
Myungsub Lee.
A block classification method with monitor and restriction in NAND flash
memory.
Turkish Journal of Computer and Mathematics Education (TURCOMAT),
12(5):209–215, May 2021.
(doi:10.17762/turcomat.v12i5.877)
Sultan Mahmud Sajal, Rubaba
Hasan, Timothy Zhu, Bhuvan Urgaonkar, and
Siddhartha Sen.
TraceSplitter: A new paradigm for downscaling traces.
In Proceedings of the 16th ACM European Conference on Computer
Systems, Virtual, April 2021. ACM.
(doi:10.1145/3447786.3456262)
Zhang Liu,
Hee Won Lee, Yu Xiang, Dirk
Grunwald, and Sangtae Ha.
eMRC:
Efficient miss ratio approximation for multi-tier caching.
In Proceedings of the 19th USENIX Conference on File and Storage
Technologies, pages 293–306. USENIX Association, February 2021.
Liana V. Rodriguez, Farzana
Yusuf, Steven Lyons, Eysler Paz,
Raju Rangaswami, Jason Liu, Ming
Zhao, and Giri Narasimhan.
Learning
cache replacement with CACHEUS.
In Proceedings of the 19th USENIX Conference on File and Storage
Technologies, pages 341–354, Virtual, February 2021. USENIX
Association.
Gaddisa Olani Ganfure,
Chun-Feng Wu, Yuan-Hao Chang, and
Wei-Kuan Shih.
DeepPrefetcher: A deep learning framework for data prefetching in flash
storage devices.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 39(11):3311–3322, 2020.
(doi:10.1109/TCAD.2020.3012173)
Jit
Gupta, Krishna Kant, and Ayman Abouelwafa.
FussyCache: A caching mechanism for emerging storage hierarchies.
In Proceedings of the IEEE International Conference on Cloud Computing
Technology and Science, pages 74–81. IEEE, 2020.
(doi:10.1109/CloudCom49646.2020.00010)
Yoshiki
Kakuta, Reika Kinoshita, Hiroshi Kinoshita,
Chihiro Matsui, and Ken Takeuchi.
Real-time error monitoring system considering endurance and data-retention
characteristics of TaOx ReRAM storage with workloads at
data centers.
In International Symposium on VLSI Design, Automation and Test,
pages 1–4. IEEE, 2020.
(doi:10.1109/VLSI-DAT49148.2020.9196379)
Jun Li,
Zhibing Sha, Zhigang Cai,
François Trahay, and Jianwei Liao.
Patch-based data management for dual-copy buffers in RAID-enabled SSDs.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 39(11):3956–3967, 2020.
(doi:10.1109/TCAD.2020.3012252)
Chenlin Ma,
Yi Wang, Zhaoyan Shen, and Zili
Shao.
KFR: Optimal cache management with K-framed reclamation for drive-managed
SMR disks.
In Proceedings of the 57th ACM/IEEE Design Automation Conference,
pages 1–6, 2020.
(doi:10.1109/DAC18072.2020.9218636)
Taisei
Miura, Kenichi Kourai, and Saneyasu Yamaguchi.
Cache replacement based on LSTM in the second cache in virtualized
environment.
In Proceedings of the 8th IEEE International Symposium on Computing and
Networking Workshops (CANDARW), pages 421–424, Naha, Japan, 2020.
(doi:10.1109/CANDARW51189.2020.00086)
Jiwu Shu,
Fei Li, Siyang Li, and Youyou
Lu.
Towards unaligned writes optimization in cloud storage with high-performance
SSDs.
IEEE Transactions on Parallel and Distributed Systems, 2020.
(doi:10.1109/TPDS.2020.3006655)
Shunzhuo
Wang, You Zhou, Jiaona Zhou, Fei
Wu, and Changsheng Xie.
An efficient data migration scheme to optimize garbage collection in SSDs.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 2020.
(doi:10.1109/TCAD.2020.3001262)
Suzhen Wu,
Jindong Zhou, Weidong Zhu, Hong
Jiang, Zhijie Huang, Zhirong Shen, and
Bo Mao.
EaD: a collision-free and high performance deduplication scheme for flash
storage systems.
In Proceedings of the 38th IEEE International Conference on Computer
Design, pages 155–162. IEEE, 2020.
(doi:10.1109/ICCD50377.2020.00039)
Kong-Kiat Yong and Li-Pin
Chang.
Error diluting: Exploiting 3-D NAND flash process variation for efficient
read on LDPC-based SSDs.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 39(11):3467–3478, 2020.
(doi:10.1109/TCAD.2020.3012646)
Mingzhe Hao,
Levent Toksoz, Nanqinqin Li,
Edward Edberg Halim, Henry Hoffmann, and
Haryadi S. Gunawi.
LinnOS:
Predictability on unpredictable flash storage with a light neural
network.
In Proceedings of the 14th USENIX Symposium on Operating Systems Design
and Implementation, pages 173–190, Virtual, November 2020. USENIX
Association.
Si Chen,
Jianqiao Liu, and Avani Wildani.
CENSUS: Counting interleaved workloads on shared storage.
In Proceedings of the 36th IEEE Symposium on Mass Storage Systems and
Technologies, Virtual, October 2020.
Imran
Fareed, Mincheol Kang, Wonyoung Lee,
, and Soontae Kim.
PAPA: Partial page-aware page allocation in TLC flash SSD for performance
enhancement.
In Proceedings of the IEEE Symposium on Mass Storage Systems and
Technologies, Virtual, October 2020. IEEE.
Yu-Chen Lin,
Tse-Yuan Wang, Che-Wei Tsao,
Yuan-Hao Chang, Jian-Jia Chen,
Xue Liu, and Tei-Wei Kuo.
Overheating-avoidance remapping scheme for reliability enhancement of 3D
PCM storage systems.
In Proceedings of the International Conference on Research in Adaptive
and Convergent Systems (RACS), pages 239––246, Gwangju, Republic of
Korea, October 2020. ACM.
(doi:10.1145/3400286.3418248)
Chan Jung
Chang, Jerry Chou, Yu-Ching Chou, and
I-Hsin Chung.
ECS2: A fast erasure coding library for GPU-accelerated storage systems
with parallel & direct IO.
In IEEE International Conference on Cluster Computing (CLUSTER),
pages 349–358, Kobe, Japan, September 2020. IEEE.
Nirav
Atre, Justine Sherry, Weina Wang, and
Daniel S. Berger.
Caching with delayed hits.
In Proceedings of the 2020 ACM SIGCOMM, August 2020.
(doi:10.1145/3387514.3405883)
Myoungsoo
Jung, Wonil Choi, Miryeong Kwon,
Shekhar Srikantaiah, Joonhyuk Yoo, and
Mahmut Taylan Kandemir.
Design of a host interface logic for GC-free SSDs.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and
Systems, 39(8):1674–1687, August 2020.
(doi:10.1109/TCAD.2019.2919035)
Sung Hoon
Baek and Ki-Woong Park.
Compatible byte-addressable direct I/O for peripheral memory devices in
Linux.
Information Systems, 91, July 2020.
(doi:10.1016/j.is.2019.101488)
Ohad
Eytan, Danny Harnik, Effi Ofer,
Roy Friedman, and Ronen Kat.
It's
time to revisit LRU vs. FIFO.
In Proceedings of the 12th USENIX Workshop on Hot Topics in Storage and
File Systems. USENIX Association, July 2020.
