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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.


Traces


System Call Traces

Code File System Traces
Traces of all system call activity on 33 machines collected between February 1991 and March 1993. Full data set is 24 GB, only a subset of it is available on-line. The site also has pointers to the DFSTrace tools that were used to collect this data. [Mummert96] provides extensive information about the design and implementation of the trace tool.

Drew Roselli's Traces
Several months of traces from three different environments, an academic research cluster, an instructional cluster used for student programming assignments, and a web-server. Traces were collected in late 1996 and early 1997. Only a portion of the full set of traces are available on-line. A USENIX paper and UC Berkeley Technical Report describe and analyze the traces [Roselli98] [Roselli00].

Kentucky Traces
Traces from two workstations. One is seven days, the other ten days. The traces were collected circa 1993. The web page describes the traces and gives contact information for requesting the trace data via e-mail. This data was used in [Appleton94].

Mambo Suite
System call traces of several Parallel I/O workloads. [Uysal97]

Seer Traces
Traces collected in 1996-7 on 9 laptops in an CS research environment over periods varying from 1 to 10 months. These traces were described in [Kuenning97].

Sprite Traces
Eight days of traces collected in academic research cluster during 1991. These traces were initially described and analyzed in [Baker91].


Network File System Traces

Berkeley Auspex Traces
One week of NFS traffic from 236 clients accessing an Auspex server in late 1993. They were gathered by Cliff Mather by snooping Ethernet packets on four subnets. The clients are the desktop workstations of the University of California at Berkeley Computer Science Division.

Harvard NFS Traces
Dan Ellard's Harvard Traces Extensive set of NFS traces covering many months. Collected from Campus e-mail server and departmental file server. Contact Dan Ellard (ellard@eecs.harvard.edu) for more information. [Ellard03a] [Ellard03b]


Parallel Traces

Los Alamos National Laboratory (LANL) Traces
LANL has released static file tree data (fsstats), including aggregate information on capacity, file and directory sizes, filename lengths, link counts, etc. The fsstats cover 9 anonymous parallel filesystems ranging from 16 TB to 439 TB total capacity used and file counts range from 2,024,729 to 43,605,555.

Other Data Sets

Plan 9 File System Traces
This is a time series set of "snapshots" of the contents of the Plan 9 file servers at Bell Labs. One snapshot per day for a number of years.

OLTP Application and Search Engine I/O Traces
The UMass trace repository holds several storage traces, including two I/O traces from OLTP applications run at financial institutions, and three I/O traces from a popular search engine.


Tools and Documentation

Microsoft Event Tracing (1) (2)

Stonybrook University Dataseries Documentation Wiki

Computer Storage Systems Research Discussion Forum

Traces and Snapshots Public Archive


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.

[Huo et al., 2016]
Zhisheng Huo, Limin Xiao, Qiaoling Zhong, Shupan Li, Ang Li, Li Ruan, Shouxin Wang, and Lihong Fu. MBFS: a parallel metadata search method based on Bloomfilters using MapReduce for large-scale file systems. Journal of Supercomputing, 72(8):3006––3032, August 2016. (doi:10.1007/s11227-015-1464-2)
[Tarihi et al., 2016]
Mojtaba Tarihi, Hossein Asadi, Alireza Haghdoost, Mohammad Arjomand, and Hamid Sarbazi-Azad. A hybrid non-volatile cache design for solid-state drives using comprehensive I/O characterization. IEEE Transactions on Computers, 65(6):1678–1691, June 2016. (doi:10.1109/TC.2015.2455978)
[Altiparmak and Tosun, 2016]
Nihat Altiparmak and Ali Saman Tosun. Multithreaded maximum flow based optimal replica selection algorithm for heterogeneous storage architectures. IEEE Transactions on Computers, 65(5):1543–1557, May 2016. (doi:10.1109/TC.2015.2451620)
[Chang et al., 2016]
Yu-Ming Chang, Yuan-Hao Chang, Tei-Wei Kuo, Yung-Chun Li, and Hsiang-Pang Li. Disturbance relaxation for 3D flash memory. IEEE Transactions on Computers, 65(5):1467–1483, May 2016. (doi:10.1109/TC.2015.2451660)
[Jung, 2016]
Myoungsoo Jung. Exploring design challenges in getting solid state drives closer to CPU. IEEE Transactions on Computers, 65(4):1103–1115, April 2016. (doi:10.1109/TC.2014.2366772)
[Luo et al., 2016]
Dan Luo, Jiguang Wan, Yifeng Zhu, Nannan Zhao, Feng Li, and Changsheng Xie. Design and implementation of a hybrid shingled write disk system. IEEE Transactions on Parallel and Distributed Systems, 27(4):1017–1029, April 2016. (doi:10.1109/TPDS.2015.2425402)
[Yao et al., 2016]
Jie Yao, Hong Jiang, Qiang Cao, Lei Tian, and Changsheng Xie. Elastic-RAID: A new architecture for improved availability of parity-based RAIDs by elastic mirroring. IEEE Transactions on Parallel and Distributed Systems, 27(4):1044–1056, April 2016. (doi:10.1109/TPDS.2015.2432808)
[Das et al., 2016]
Gautam Das, Hao H. Huang, Sandor Szalay, and Nan Zhang. Just-in-time analytics on large file systems. United States Patent 9,244,975, January 26 2016.
[Sun et al., 2016]
Chao Sun, Ayumi Soga, Chihiro Matsui, Asuka Arakawa, and Ken Takeuchi. LBA scrambler: A NAND flash aware data management scheme for high-performance solid-state drives. IEEE Transactions on Very Large Scale Integration Systems, 24(1):115–128, January 2016. (doi:10.1109/TVLSI.2015.2396515)
[He and Du, 2015]
Weiping He and David H.C. Du. T-STL: Track-based shingled translation layer for autonomous SWD, 2015.
[Kim et al., 2015]
Jin-Young Kim, Sang-Hoon Park, Hyeokjun Seo, Ki-Whan Song, Sungroh Yoon, and Eui-Young Chung. NAND flash memory with multiple page sizes for high-performance storage devices. IEEE Transactions on Very Large Scale Integration Systems, 2015. (doi:10.1109/TVLSI.2015.2409055)
[Stefanovici et al., 2015]
Ioan Stefanovici, Eno Thereska, Greg O’Shea, Bianca Schroeder, Hitesh Ballani, Thomas Karagiannis, Antony Rowstron, and Tom Talpey. Software-defined caching. Technical Report CSRG-626, University of Toronto, 2015.
[Waldspurger et al., 2015]
Carl A. Waldspurger, Nohhyun Park, Alexander Garthwaite, and Irfan Ahmad. Efficient MRC construction with SHARDS. In Proceedings of the 13th USENIX Conference on File and Storage Technologies, pages 95–110, Santa Clara, CA, 2015. USENIX Association.
[Wang et al., 2015]
Ronghui Wang, Zhiguang Chen, Nong Xiao, Minxuan Zhang, and Weihua Dong. CAWR: Buffer replacement with channel-aware write reordering mechanism for SSDs. ETRI Journal, 37(1):147–156, 2015. (doi:10.4218/etrij.15.0114.0055)
[Xia et al., 2015]
Shiying Xia, Yu Mao, Minsheng Tan, and Weipeng Jing. HCS: Expanding H-code RAID 6 without recalculating parity blocks in big data circumstance. In Proceedings of the International Conference of Young Computer Scientists, Engineers and Educators (ICYCSEE). Springer-Verlag, 2015. (doi:10.1007/978-3-662-46248-5_9)
[Wang and Xie, 2015]
Wei Wang and Tao Xie. PCFTL: A plane-centric flash translation layer utilizing copy-back operations. IEEE Transactions on Parallel and Distributed Systems, 26(12):3420–3432, December 2015. (doi:10.1109/TPDS.2014.2371022)
[Wan et al., 2015]
Jiguang Wan, Xiaoyang Qu, Nannan Zhao, Jun Wang, and Changsheng Xie. ThinRAID: Thinning down RAID array for energy conservation. IEEE Transactions on Parallel and Distributed Systems, 26(10):2903–2915, October 2015. (doi:10.1109/TPDS.2014.2360696)
[Ayele et al., 2015]
Sololia Gudeta Ayele, Rize Jin, Se Jin Kwon, Muhammad Attique, and Tae-Sung Chung. Efficient FTL-aware data categorization and identification scheme for flash memory. Journal of Circuits, Systems, and Computers, 24(8), September 2015. (doi:10.1142/S0218126615501133)
[Wu et al., 2015]
Yunxiang Wu, Fang Wang, Yu Hua, Dan Feng, Yuchong Hu, Jingning Liu, and Wei Tong. FastFCoE : An efficient and scale-up multi-core framework for FCoE-based SAN storage systems. In Proceedings of the 44th International Conference on Parallel Processing, Beijing, China, September 2015.
[Khanafer et al., 2015]
Ali Khanafer, Murali Kodialam, and Krishna P. N. Puttaswamy. To rent or to buy in the presence of statistical information: The constrained ski-rental problem. IEEE/ACM Transactions on Networking, 23(4):1067–1077, August 2015. (doi:10.1109/TNET.2014.2326988)
[Li et al., 2015]
Zhichao Li, Ming Chen, Amanpreet Mukker, and Erez Zadok. On the trade-offs among performance, energy, and endurance in a versatile hybrid drive. ACM Transactions on Storage, 11(3), July 2015. (doi:10.1145/2700312)
[Santana et al., 2015]
Ricardo Santana, Steven Lyons, Ricardo Koller, Raju Rangaswami, and Jason Liu. To ARC or not to ARC. In Proceedings of the 7th USENIX Workshop on Hot Topics in Storage and File Systems, Santa Clara, CA, July 2015. USENIX Association.
[Wu et al., 2015]
Chin-Hsien Wu, Po-Han Wu, Kuo-Long Chen, Wen-Yen Chang, and Kun-Cheng Lai. A hotness filter of files for reliable non-volatile memory systems. IEEE Transactions on Dependable and Secure Computing, 12(4):375–386, July 2015. (doi:10.1109/TDSC.2015.2399313)
[Cai et al., 2015]
Yu Cai, Yixin Luo, Saugata Ghose, and Onur Mutlu. Read disturb errors in MLC NAND flash memory: Characterization, mitigation, and recovery. In Proceedings of the 45th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Rio de Janeiro, Brazil, June 2015. (doi:10.1109/DSN.2015.49)
[Chang et al., 2015]
Yu-Ming Chang, Yuan-Hao Chang, Tei-Wei Kuo, Yung-Chun Li, and Hsiang-Pang Li. Achieving SLC performance with MLC flash memory. In Proceedings of the 52ndACM/EDAC/IEEE Design Automation Conference, San Francisco, CA, June 2015. (doi:10.1145/2744769.2744790)
[Yang et al., 2015]
Ming-Chang Yang, Yuan-Hao Chang, and Tei-Wei Kuo. Virtual flash chips: Rethinking the layer design of flash devices to improve data recoverability. In Proceedings of the 52ndACM/EDAC/IEEE Design Automation Conference, San Francisco, CA, June 2015. (doi:10.1145/2744769.2744929)
[Al Assaf, 2015]
Maen M. Al Assaf. Predictive prefetching for parallel hybrid storage systems. International Journal of Communications, Network and System Sciences, 8(5):161–180, May 2015. (doi:10.4236/ijcns.2015.85018)
[Al Assaf et al., 2015]
Maen M. Al Assaf, Ali Rodan, Mohammad Qatawneh, and Mohamed Riduan Abid. A comparison study between informed and predictive prefetching mechanisms for I/O storage systems. International Journal of Communications, Network and System Sciences, 8(5):181–186, May 2015. (doi:10.4236/ijcns.2015.85019)
[Anglano et al., 2015]
Cosimo Anglano, Rossano Gaeta, and Marco Grangetto. Exploiting rateless codes in cloud storage systems. IEEE Transactions on Parallel and Distributed Systems, 26(5):1313–1322, May 2015. (doi:10.1109/TPDS.2014.2321745)
[Liu, 2015]
Zhuo Liu. Efficient Storage Design and Query Scheduling for Improving Big Data Retrieval and Analytics. PhD thesis, Auburn University, May 2015.
[Liu et al., 2015]
Chun-Yi Liu, Yu-Ming Chang, and Yuan-Hao Chang. Read leveling for flash storage systems. In Proceedings of the 8th ACM International Systems and Storage Conference (SYSTOR), Haifa, Israel, May 2015. (doi:10.1145/2757667.2757679)
[MacFadden et al., 2015]
Michael S. MacFadden, Richard Shelby, and Tao Xie. SIRF-1: Enhancing reliability of single flash SSD through internal mirroring for mission-critical mobile applications. In Proceedings of the 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Shenzhen, China, May 2015. pub-ieee.
[Wang and Baskiyar, 2015]
Chengjun Wang and Sanjeev Baskiyar. Extending flash lifetime in secondary storage. Microprocessors & Microsystems, 39(3):167–180, May 2015. (doi:10.1016/j.micpro.2015.03.002)
[Yang and Zhu, 2015]
Yue Yang and Jianwen Zhu. Algebraic modeling of write amplification in hotness-aware SSD. In Proceedings of the 8th ACM International Systems and Storage Conference (SYSTOR), Haifa, Israel, May 2015. (doi:10.1145/2757667.2757671)
[Zhao et al., 2015]
Nannan Zhao, Jiguang Wan, Jun Wang, and Changsheng Xie. GreenCHT: A power-proportional replication scheme for consistent hashing based key value storage systems. In Proceedings of the 31st IEEE Symposium on Mass Storage Systems and Technologies, Santa Clara, CA, May 2015. (doi:10.1109/MSST.2015.7208289)
[Zhou et al., 2015]
You Zhou, Fei Wu, Ping Huang, Xubin He, Changsheng Xie, and Jian Zhou. An efficient page-level FTL to optimize address translation in flash memory. In Proceedings of the 10th ACM European Conference on Computer Systems, Bordeaux, France, April 2015. (doi:10.1145/2741948.2741949)
[Chang et al., 2015]
Li-Pin Chang, Yo-Chuan Su, and I-Chen Wu. Plugging versus logging: Adaptive buffer management for hybrid-mapping SSDs. ACM Transactions on Embedded Computing Systems, 14(2), March 2015. (doi:10.1145/2629455)
[Jain and Lakshmi, 2015]
Nitisha Jain and J. Lakshmi. PriDyn: Enabling differentiated I/O services in cloud using dynamic priorities. IEEE Transactions on Services Computing, 8(2):212–224, March 2015. (doi:10.1109/TSC.2014.2381251)
[Li et al., 2015]
Pingguo Li, Fei Wu, You Zhou, Changsheng Xie, and Jiang Yu. AOS: Adaptive out-of-order scheduling for write-caused interference reduction in solid state disks. In Proceedings of the International Multiconference of Engineers and Computer Scientists, pages 172–177, Hong Kong, March 2015.
[Onagi et al., 2015]
Takahiro Onagi, Chao Sun, and Ken Takeuchi. Design guidelines of storage class memory based solid-state drives to balance performance, power, endurance, and cost. Japanese Journal of Applied Physics, 54(4S), March 2015. (doi:10.7567/JJAP.54.04DE04)
[Zhang et al., 2015]
Quan Zhang, Dan Feng, Fang Wang, and Sen Wu. Mlock: building delegable metadata service for the parallel file systems. Science China Information Systems, 58(3):1–14, March 2015. (doi:10.1007/s11432-014-5194-5)
[Wei et al., 2015]
Qingsong Wei, Cheng Chen, Mingdi Xue, and Jun Yang. Z-MAP: A zone-based flash translation layer with workload classification for solid-state drive. ACM Transactions on Storage, 11(1), February 2015. (doi:10.1145/2629663)
[Liao et al., 2015]
Jianwei Liao, Fengxiang Zhang, Li Li, and Guoqiang Xiao. Adaptive wear-leveling in flash-based memory. IEEE Computer Architecture Letters, 14(1):1–4, January 2015. (doi:10.1109/LCA.2014.2329871)
[Altiparmak and Tosun, 2014]
Nihat Altiparmak and Ali Saman Tosun. Continuous retrieval of replicated data from heterogeneous storage arrays. In Proceedings of the 22nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pages 285–294, Paris, France, 2014. IEEE.
[Chen, 2014]
Geng-You Chen. Improving peak i/o performance by exploiting write heterogeneity of MLC NAND flash. Master's thesis, National Taiwan University, Taipei, Taiwan, 2014.
[Hachiya et al., 2014]
Shogo Hachiya, Koh Johguchi, Kousuke Miyaji, and Ken Takeuchi. Hybrid triple-level-cell/multi-level-cell NAND flash storage array with chip exchangeable method. Japanese Journal of Applied Physics, 53(4S), 2014.
[Wilson et al., 2014]
Ellis H. Wilson, Myoungsoo Jung, and Mahmut T. Kandemir. ZombieNAND: Resurrecting dead NAND flash for improved SSD longevity. In Proceedings of the 22nd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pages 229–238, Paris, France, 2014. IEEE.
[Aggarwal et al., 2014]
Pooja Aggarwal, Giridhar Yasa, and Smruti R. Sarangi. RADIR: Lock-free and wait-free bandwidth allocation models for solid state drives. In Proceedings of the 21st International Conference on High Performance Computing (HiPC), Dona Paula, India, December 2014. (doi:10.1109/HiPC.2014.7116908)
[He et al., 2014]
Dan He, Fang Wang, Hong Jiang, Dan Feng, Jing Ning Liu, Wei Tong, and Zheng Zhang. Improving hybrid FTL by fully exploiting internal SSD parallelism with virtual blocks. ACM Transactions on Architecture and Code Optimization, 11(4), December 2014. (doi:10.1145/2677160)
[Oe and Okamura, 2014]
Kazuichi Oe and Koji Okamura. A hybrid storage system composed of on-the-fly automated storage tiering (OTF-AST) and caching. In Proceedings of the 2nd IEEE International Symposium on Computing and Networking (CANDAR), pages 406–411, Shizuoka, Japan, December 2014. IEEE.
[Cai et al., 2014]
Qingchao Cai, Rajesh Vellore Arumugam, Quanqing Xu, and Bingsheng He. Understanding the behavior of solid state disk. In Proceedings of the 18thAsia Pacific Symposium on Intelligent and Evolutionary Systems, pages 341–355, Singapore, November 2014. (doi:10.1007/978-3-319-13359-1_27)
[Chen et al., 2014]
Zhiguang Chen, Yutong Lu, Nong Xiao, and Fang Liu. A hybrid memory built by SSD and DRAM to support in-memory Big Data analytics. Knowledge and Information Systems, 41(2):335–354, November 2014. (doi:10.1007/s10115-013-0727-6)
[Kang et al., 2014]
Chih-Kai Kang, Yu-Jhang Cai, Chin-Hsien Wu, and Pi-Cheng Hsiu. A hybrid storage access framework for high-performance virtual machines. ACM Transactions on Embedded Computing Systems, 13(5s), November 2014. (doi:10.1145/2660493)
[Qin et al., 2014]
Yi Qin, Dan Feng, Jingning Liu, Wei Tong, and Zhiming Zhu. DT-GC: Adaptive garbage collection with dynamic thresholds for SSDs. In Proceedings of the IEEE International Conference on Cloud Computing and Big Data (CCBD), pages 182–188, Wuhan, China, November 2014. IEEE.
[Talwadker and Voruganti, 2014]
Rukma Talwadker and Kaladhar Voruganti. ParaSwift: File i/o trace modeling for the future. In Proceedings of the 28th USENIX Large Installation Systems Administration Conference, pages 119–132, Seattle, WA, November 2014. USENIX Association.
[wei Wang, 2014]
Ting wei Wang. A garbage collection management method with limited RAM space for flash memory. Master's thesis, National Taiwan University of Science and Technology, Taipei, Taiwan, November 2014.
[Yang and Wang, 2014]
Liu Yang and Wei Wang. FLAP: Flash-aware prefetching for improving SSD-based disk cache. Journal of Networks, 9(10):2766–2774, October 2014.
[On et al., 2014]
Sai Tung On, Shen Gao, Bingsheng He, Ming Wu, Qiong Luo, and Jianliang Xu. FD-buffer: A cost-based adaptive buffer replacement algorithm for flash. IEEE Transactions on Computers, 63(9):2288–2301, September 2014. (doi:10.1109/TC.2013.52)
[Wang et al., 2014]
Ronghui Wang, Zhiguang Chen, Nong Xiao, Minxuan Zhang, and Weihua Dong. Assimilating cleaning operations with flash-level parallelism for NAND flash-based devices. In Proceedings of the IEEE International Conference on Computer and Information Technology (CIT), pages 212–219, Xi'an, China, September 2014. IEEE.
[an Chen, 2014]
Syuan an Chen. A joint operation mechanism for flash translation layers. Master's thesis, National Taiwan University of Science and Technology, Taipei, Taiwan, August 2014.
[Hsu et al., 2014]
Nien-I Hsu, Tseng-Yi Chen, Yuan-Hao Chang, Hsin-Wen Wei, Wei-Kuan Shih, and Norman Chang. Dynamic tail packing to optimize space utilization of file systems in embedded computing systems. In Proceedings of the 20th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA), Chongqing, China, August 2014. (doi:10.1109/RTCSA.2014.6910533)
[Mao et al., 2014]
Yu Mao, Jiguang Wan, Yifeng Zhu, and Changsheng Xie. A new parity-based migration method to expand RAID-5. IEEE Transactions on Parallel and Distributed Systems, 25(8):1945–1954, August 2014. (doi:10.1109/TPDS.2013.279)
[Sun et al., 2014]
Chao Sun, Tomoko Ogura Iwasaki, Takahiro Onagi, Koh Johguchi, and Ken Takeuchi. Cost, capacity, and performance analyses for hybrid SCM/NAND flash SSD. IEEE Transactions on Circuits and Systems, 61(8):2360–2369, August 2014. (doi:10.1109/TCSI.2014.2309780)
[Tavakkol et al., 2014]
Arash Tavakkol, Mohammad Arjomand, and Hamid Sarbazi-Azad. Design for scalability in enterprise SSDs. In Proceedings of the 23rd International Conference on Parallel Architectures and Compilation Techniques (PACT), pages 417–430, Edmonton, Alberta, Canada, August 2014. ACM. (doi:10.1145/2628071.2628098)
[Kim et al., 2014]
Jin-Young Kim, Sang-Hoon Park, Hyeokjun Seo, Taehee You, and Eui-Young Chung. A wear-leveling method for balanced multi-chip life-time in NAND flash-based storage devices. In Proceedings of the 29th International Technical Conference on Circuit/Systems Computers and Communications (ITC-CSCC), Phuket, Thailand, July 2014.
[Tarasov et al., 2014]
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