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.
Yu Cai,
Gulay Yalcin, Onur Mutlu,
Erich F. Haratsch, Adrian Cristal,
Osman S. Unsal, and Ken Mai.
Flash correct-and-refresh: Retention-aware error management for increased flash
memory lifetime.
In Proceedings of the 30th IEEE International Conference on Computer
Design, pages 94–101, Montreal, Canada, September 2012.
(doi:10.1109/ICCD.2012.6378623)
Jiguang Wan,
Nannan Zhao, Yifeng Zhu, Jibin
Wang, Yu Mao, Peng Chen, and
Changsheng Xie.
High performance and high capacity hybrid shingled-recording disk system.
In Proceedings of the IEEE International Conference on Cluster Computing
(CLUSTER), Beijing, China, September 2012. IEEE.
(doi:10.1109/CLUSTER.2012.21)
Chung-I Lin,
Dongchul Park, Weiping He, and
David H.C. Du.
H-SWD: Incorporating hot data identification into shingled write disks.
In Proceedings of the 20th IEEE International Symposium on Modeling,
Analysis and Simulation of Computer and Telecommunication Systems,
Washington, DC, August 2012. IEEE.
Zhuo Liu,
Bin Wang, Patrick Carpenter, Dong
Li, Jeffrey S. Vetter, and Weikuan Yu.
PCM-based durable write cache for fast disk I/O.
In Proceedings of the IEEE International Symposium on Modeling, Analysis
and Simulation of Computer and Telecommunication Systems, pages
451–458, Washington, DC, August 2012. IEEE.
Young-Kyoon
Suh, Bongki Moon, A. Efrat,
Jin-Soo Kim, and Sang-Won Lee.
Extent mapping scheme for flash memory devices.
In Proceedings of the 20th IEEE International Symposium on Modeling,
Analysis and Simulation of Computer and Telecommunication Systems,
Washington, DC, August 2012. IEEE.
Laura
Prada, Alejandro Calderón, Javier Garcia,
J. Daniel Garcia, and Jesús Carretero.
A black box model for storage devices based on probability distributions.
In Proceedings of the 10th IEEE International Symposium on Parallel and
Distributed Processing with Applications (ISPA), pages 355–362. IEEE,
July 2012.
Zhiguang
Chen, Nong Xiao, and Fang Liu.
SAC: Rethinking the cache replacement policy for SSD-based storage systems.
In Proceedings of the 5th ACM International Systems and Storage
Conference (SYSTOR), Haifa, Israel, June 2012.
(doi:10.1145/2367589.2367598)
Yi Qin,
Dan Feng, Jingning Liu, Wei
Tong, Yang Hu, and Zhiming Zhu.
A parity scheme to enhance reliability for SSDs.
In Proceedings of the 7th IEEE International Conference on Networking,
Architecture, and Storage, pages 293–297, Xiamen, China, June 2012.
IEEE.
Jonathan
Tjioe, Alberto Blanco, Tao Xie, and
Yiming Ouyang.
Making garbage collection wear conscious for flash SSD.
In Proceedings of the 7th IEEE International Conference on Networking,
Architecture, and Storage, pages 114–123, Xiamen, Fujian, China, June
2012. IEEE.
Feng Yan,
Alma Riska, and Evgenia Smirni.
Fast eventual consistency with performance guarantees for distributed storage.
In Proceedings of the 32nd International Conference on Distributed
Computing Systems Workshops, Macau, China, June 2012. IEEE.
Krishna P.N. Puttaswamy,
Thyaga Nandagopal, and Murali Kodialam.
Frugal storage for cloud file systems.
In Proceedings of the 7th ACM European Conference on Computer
Systems, pages 71–84, Bern, Switzerland, April 2012.
(doi:10.1145/2168836.2168845)
Jian-Ping
Qiu, Guang-Yan Zhang, and Ji-Wu Shu.
DMStone: A tool for evaluating hierarchical storage management systems.
Journal of Software, 23:987–995, April 2012.
(doi:10.3724/SP.J.1001.2012.04046)
Charles
Reiss, John Wilkes, and Joseph L. Hellerstein.
Obfuscatory obscanturism: Making workload traces of commercially-sensitive
systems safe to release.
In Proceedings of the IEEE Network Operations and Management Symposium
(NOMS), Maui, HI, April 2012.
(doi:10.1109/NOMS.2012.6212064)
Dongchul
Park, Biplob Debnath, Youngjin Nam,
David H. C. Du Du, Youngkyun Kim, and
Youngchul Kim.
HotDataTrap: A sampling-based hot data identification scheme for flash
memory.
In Proceedings of the 27th ACM Symposium on Applied Computing,
pages 1610–1617, Riva del Garda, Italy, March 2012. ACM.
(doi:10.1145/2245276.2232034)
Nitin
Agrawal, Leo Arulraj, Andrea C.
Arpaci-Dusseau, and Remzi H. Arpaci-Dusseau.
Emulating Goliath storage systems with David.
ACM Transactions on Storage, 7(4), January 2012.
(doi:10.1145/2078861.2078862)
Di Wang,
Anand Sivasubramaniam, and Bhuvan Urgaonkar.
A
case for heterogeneous flash.
Technical Report CSE-11-015, Pennsylvania State University, Department of
Computer Science, 2011.
Dushyanth Narayanan, Austin
Donnelly, Antony Rowstron, Sameh Elnikety, and
Eno Thereska.
Storage systems using write
off-loading.
United States Patent 8,074,014, December 6 2011.
Jia-Hao
Wang, Hsin-Hung Chen, Wei-Jian Su, and
Da-Wei Chang.
Cross-layer optimizations in solid-state drives.
IEEE Embedded Systems Letters, 3(4):109–112, December 2011.
(doi:10.1109/LES.2011.2168941)
Stephen E. Hodges, Yuvraj
Agarwal, James W. Scott, Ranveer Chandra, and
Paramvir Bahl.
Low power operation of
networked devices.
United States Patent 8,068,433, November 29 2011.
Zhiguang
Chen, Nong Xiao, Fang Liu, and
Yimo Du.
PBFTL: The page to block mapping FTL with low response time.
In Proceedings of the 19th IEEE International Symposium on Modeling,
Analysis and Simulation of Computer and Telecommunication Systems,
Singapore, August 2011.
(doi:10.1109/MASCOTS.2011.31)
Yang Hu,
Hong Jiang, Dan Feng, Lei Tian,
Hao Luo, and Shuping Zhang.
Performance impact and interplay of SSD parallelism through advanced
commands, allocation strategy and data granularity.
In Proceedings of the ACM International Conference on
Supercomputing, pages 96–107, Tucson, Arizona, May 2011.
(doi:10.1145/1995896.1995912)
Song
Jiang, Lei Zhang, XinHao Yuan,
Hao Hu, and Yu Chen.
S-FTL: An efficient address translation for flash memory by exploiting
spatial locality.
In Proceedings of the 27th IEEE Symposium on Mass Storage Systems and
Technologies, Denver, CO, May 2011.
(doi:10.1109/MSST.2011.5937215)
Chao Jin,
Dan Feng, Hong Jiang, and Lei
Tian.
RAID6L: A log-assisted RAID6 storage architecture with improved write
performance.
In Proceedings of the 27th IEEE Symposium on Mass Storage Systems and
Technologies, Denver, CO, May 2011.
(doi:10.1109/MSST.2011.5937230)
Qingsong
Wei, Bozhao Gong, Suraj Pathak,
Bharadwaj Veeravalli, LingFang Zeng, and
Kanzo Okada.
WAFTL: A workload adaptive flash translation layer with data partition.
In Proceedings of the 27th IEEE Symposium on Mass Storage Systems and
Technologies, Denver, CO, May 2011. IEEE.
(doi:10.1109/MSST.2011.5937217)
Matteo
Zola, Valerio Bioglio, Cosimo Anglano,
Rossano Gaeta, Marco Grangetto, and
Matteo Sereno.
ENIGMA: Distributed virtual disks for cloud computing.
In Proceedings of the IEEE International Symposium on Parallel &
Distributed Processing Workshops and PhD Forum, pages 898–906,
Shanghai, China, May 2011. IEEE.
Aayush
Gupta, Raghav Pisolkar, Bhuvan Urgaonkar, and
Anand Sivasubramaniam.
Leveraging value locality in optimizing NAND flash-based SSDs.
In Proceedings of the 9th USENIX Conference on File and Storage
Technologies, San Jose, CA, February 2011.
H. Howie
Huang, Nan Zhang, Wei Wang,
Gautam Das, and Alexander S. Szalay.
Just-in-time analytics on large file systems.
In Proceedings of the 9th USENIX Conference on File and Storage
Technologies, San Jose, CA, February 2011.
Sankaran Sivathanu, Jinpyo
Kim, Devaki Kulkarni, and Ling Liu.
Load-aware
replay of I/O traces.
Poster presented at 9th USENIX Conference on File and Storage Technologies,
February 2011.
Vasily Tarasov,
Koundinya Santhosh Kumar, Erez Zadok, and
Geoff Kuenning.
T2M:
Converting I/O traces to workload models.
Poster presented at the 9th USENIX Conference on File and Storage Technologies,
February 2011.
Garth Goodson and Rahul Iyer.
Design
tradeoffs in a flash translation layer.
In Proceedings of the HPCA Workshop on the Use of Emerging Storage and
Memory Technologies (WEST), 2010.
Vidyabhushan Mohan, Taniya
Siddiqua, Sudhanva Gurumurthi, and Mircea R.
Stan.
How
I learned to stop worrying and love flash endurance.
In Proceedings of the 2nd USENIX Workshop on Hot Topics in Storage and
File Systems, Boston, MA, 2010. USENIX Association.
Joshua
Lewis, Mohammed Alghamdi, Maen Al Assaf,
Xiaojun Ruan, Zhiyang Ding, and
Xiao Qin.
An automatic prefetching and caching system.
In Proceedings of the 29th IEEE International Performance, Computing, and
Communications Conference, Albuquerque, NM, December 2010.
(doi:10.1109/PCCC.2010.5682310)
Eric Anderson, Christopher
Hoover, and Xiaozhou Li.
New algorithms for file system cooperative caching.
In Proceedings of the 18th IEEE International Symposium on Modeling,
Analysis and Simulation of Computer and Telecommunication Systems,
Miami Beach, FL, August 2010.
(doi:10.1109/MASCOTS.2010.59)
Yangwook
Kang, Jingpei Yang, and Ethan L. Miller.
Efficient
storage management for object-based flash memory.
In Proceedings of the 18th IEEE International Symposium on Modeling,
Analysis and Simulation of Computer and Telecommunication Systems,
pages 407–409, Miami Beach, FL, August 2010. IEEE.
Alina
Oprea and Ari Juels.
A
clean-slate look at disk scrubbing.
In Proceedings of the 8th USENIX Conference on File and Storage
Technologies, San Jose, CA, February 2010.
Alma
Riska and Erik Riedel.
Evaluation of disk-level workloads at different time-scales.
In Proceedings of the IEEE International Symposium on Workload
Characterization, Austin, TX, October 2009.
(doi:10.1109/IISWC.2009.5306787)
Sriram Sankar and Kushagra
Vaid.
Storage characterization for unstructured data in online services applications.
In Proceedings of the IEEE International Symposium on Workload
Characterization, Austin, TX, October 2009.
(doi:10.1109/IISWC.2009.5306786)
Nicholas J. Dingle and Uli
Harder.
Analysis
of storage system activity.
In Proceedings of the 25th UK Performance Engineering Workshop,
pages 39–48, Leeds, UK, July 2009.
Dushyanth Narayanan, Eno
Thereska, Austin Donnelly, Sameh Elnikety, and
Antony Rowstron.
Migrating server storage to SSDs: Analysis of tradeoffs.
In Proceedings of the 4th ACM European Conference on Computer
Systems, Nuremberg, Germany, April 2009.
(doi:10.1145/1519065.1519081)
Nitin
Agrawal, Andrea C. Arpaci-Dusseau, and Remzi H.
Arpaci-Dusseau.
Generating
realistic impressions for file-system benchmarking.
In Proceedings of the 7th USENIX Conference on File and Storage
Technologies, San Francisco, CA, February 2009. USENIX
Association.
Nitin
Agrawal, Andrea C. Arpaci-Dusseau, and Remzi H.
Arpaci-Dusseau.
Towards realistic file-system benchmarks with CodeMRI.
ACM Performance Evaluation Review, 36(2):52–57, September 2008.
(doi:10.1145/1453175.1453184)
Avishay Traeger, Erez Zadok,
Nikolai Joukov, and Charles P. Wright.
A nine year study of file system and storage benchmarking.
ACM Transactions on Storage, 4(2):5:1–5:56, May 2008.
(doi:10.1145/1367829.1367831)