Login



Other Articles by Author(s)

Sami Sarhan
Mais Haj Qasem



Author(s) and WSEAS

Sami Sarhan
Mais Haj Qasem


WSEAS Transactions on Computer Research


Print ISSN: 1991-8755
E-ISSN: 2415-1521

Volume 6, 2018

Notice: As of 2014 and for the forthcoming years, the publication frequency/periodicity of WSEAS Journals is adapted to the 'continuously updated' model. What this means is that instead of being separated into issues, new papers will be added on a continuous basis, allowing a more regular flow and shorter publication times. The papers will appear in reverse order, therefore the most recent one will be on top.



Review of the Hybrid Storage System

AUTHORS: Sami Sarhan, Mais Haj Qasem

Download as PDF

ABSTRACT: hybrid storage system (HSS) comprises a hierarchy of storage devices that include (from to top to bottom) solid state drive, hard disk drive, and magnetic tape. These storage devices differ from one another in their performance capabilities, particularly in their speed performance, which increases when moving in the hierarchy from the bottom upwards. HSS delivers high performance to business-critical applications while incorporating large-capacity disks to address substantially large data storage repositories. This study discusses a hybrid storage system and presents its importance in various applications. Moreover, this research compares the hybrid storage system levels and presents the importance of migration data in this system.

KEYWORDS: Hybrid Storage System, Solid State Drive, Hard Disk Drive

REFERENCES:

[1] Ongaro, F., Saggini, S., & Mattavelli, P. (2012). Li-ion battery-supercapacitor hybrid storage system for a long lifetime, photovoltaic-based wireless sensor network. IEEE Transactions on Power Electronics, 27(9), 3944-3952.

[2] Wu, X., & Reddy, A. N. (2009, September). Managing storage space in a flash and disk hybrid storage system. In Modeling, Analysis & Simulation of Computer and Telecommunication Systems, 2009. MASCOTS'09. IEEE International Symposium on (pp. 1-4). IEEE.

[3] Vinot, E., & Trigui, R. (2013). Optimal energy management of HEVs with hybrid storage system. Energy Conversion and Management, 76, 437-452.

[4] Wu, X., & Reddy, A. N. (2010, August). Exploiting concurrency to improve latency and through-put in a hybrid storage system. In Modeling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2010 IEEE International Symposium on (pp. 14-23). IEEE.

[5] Lin, L., Zhu, Y., Yue, J., Cai, Z., & Segee, B. (2011, July). Hot random off-loading: A hybrid storage system with dynamic data migration. In Modeling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2011 IEEE 19th International Symposium on (pp. 318-325). IEEE.

[6] Vulturescu, B., Trigui, R., Lallemand, R., & Coquery, G. (2013). Implementation and test of a hybrid storage system on an electric urban bus. Transportation Research Part C: Emerging Technologies, 30, 55-66.

[7] Pascual, J., Sanchis, P., & Marroyo, L. (2014). Implementation and control of a residential electrothermal microgrid based on renewable energies, a hybrid storage system and demand side management. Energies, 7(1), 210-237.

[8] Yoon, U. K., Kim, H. J., & Chang, J. Y. (2010, August). Intelligent data prefetching for hybrid flash-disk storage using sequential pattern mining technique. In Computer and Information Science (ICIS), 2010 IEEE/ACIS 9th International Conference on (pp. 280-285). IEEE.

[9] Qasem, M. H., Al Assaf, M. M., & Rodan, A. (2015). Data mining approach for commercial data classification and migration in hybrid storage systems (Doctoral dissertation, The University of Jordan).

[10] Xiao, W., Lei, X., Li, R., Park, N., & Lilja, D. J. (2012, July). Pass: a hybrid storage system for performance-synchronization tradeoffs using ssds. In Parallel and Distributed Processing with Applications (ISPA), 2012 IEEE 10th International Symposium on (pp. 403-410). IEEE.

[11] Al Assaf, M. M., Jiang, X., Abid, M. R., & Qin, X. (2013). Eco-storage: A hybrid storage system with energy-efficient informed prefetching. Journal of Signal Processing Systems, 72(3), 165-180.

[12] Al Assaf, M. M., Alghamdi, M. I., Jiang, X., Zhang, J., & Qin, X. (2012, August). A pipelining approach to informed prefetching in distributed multi-level storage systems. In Network Compu-ting and Applications (NCA), 2012 11th IEEE International Symposium on (pp. 87-95). IEEE.

[13] Nijim, M., Zong, Z., Qin, X., & Nijim, Y. (2010, September). Multi-layer prefetching for hybrid storage systems: algorithms, models, and evaluations. In Parallel Processing Workshops (ICPPW), 2010 39th International Conference on (pp. 44-49). IEEE.

[14] Jiang, X., Al Assaf, M. M., Zhang, J., Alghamdi, M. I., Ruan, X., Muzaffar, T., & Qin, X. (2013). Thermal modeling of hybrid storage clusters. Journal of Signal Processing Systems, 72(3), 181-196.

[15] Saha, S., Biswas, A., Nijim, M., & McLauchlan, L. (2014, April). Energy Efficiency Evaluation of a Data Mining Prefetching Algorithm for Hybrid Storage Systems. In Green Technologies Conference (GreenTech), 2014 Sixth Annual IEEE (pp. 99-103). IEEE.

[16] Zong, Z., Fares, R., Romoser, B., & Wood, J. (2014). FastStor: improving the performance of a large scale hybrid storage system via caching and prefetching. Cluster Computing, 17(2), 593-604.

[17] Al Assaf, M. M. (2015). Predictive Prefetching for Parallel Hybrid Storage Systems. International Journal of Communications, Network and System Sciences, 8(05), 161.

[18] Nijim, M., Nijim, Y., Sker, R., Reddy, V., & Raju, R. N. (2011, September). DM-pas: A data mining prefetching algorithm for storage system. In High Performance Computing and Communications (HPCC), 2011 IEEE 13th International Conference on (pp. 500-505). IEEE.

[19] Levy, R. S. (2012). U.S. Patent No. 8,315,995. Washington, DC: U.S. Patent and Trademark Of-fice.

[20] Cher, J., Kufner, A. C., Sengebusch, F., Chouthe, S., Wang, X., & Li, Y. (2017). U.S. Patent Application No. 15/123,158.

[21] 21. Zhang, G., Tang, X., & Qi, Z. (2010). Application of hybrid energy storage system of super-capacitors and batteries in a microgrid. Dianli Xitong Zidonghua(Automation of Electric Power Systems), 34(12), 85-89.

[22] Oh, Y., Choi, J., Lee, D., & Noh, S. H. (2012, February). Caching less for better performance: balancing cache size and update cost of flash memory cache in hybrid storage systems. In FAST(Vol. 12).

[23] Prabhakaran, V., Balakrishnan, M., & Soundararajan, G. (2013). U.S. Patent No. 8,407,403. Washington, DC: U.S. Patent and Trademark Office.

[24] Lee, H. G. (2010). High-performance NAND and PRAM hybrid storage design for consumer electronics. IEEE Transactions on Consumer Electronics, 56(1).

[25] de Castro, R., Pinto, C., Araújo, R. E., Melo, P., & Freitas, D. (2012, October). Optimal sizing and energy management of hybrid storage systems. In Vehicle Power and Propulsion Conference (VPPC), 2012 IEEE (pp. 321-326). IEEE.

[26] Karden, E., Ploumen, S., Fricke, B., Miller, T., & Snyder, K. (2007). Energy storage devices for future hybrid electric vehicles. Journal of Power Sources, 168(1), 2-11.

[27] Cao, J., & Emadi, A. (2012). A new battery/ultracapacitor hybrid energy storage system for elec-tric, hybrid, and plug-in hybrid electric vehicles. IEEE Transactions on power electronics, 27(1), 122-132.

[28] Kim, J., Hong, A. J., Kim, S. M., Song, E. B., Park, J. H., Han, J., ... & Wang, K. L. (2009, June). Novel Vertical-StackedArray-Transistor (VSAT) for ultra-highdensity and cost-effective NAND Flash memory devices and SSD (Solid State Drive). In VLSI Technology, 2009 Symposium on (pp. 186-187). IEEE.

[29] Steele, S. A. (2017). Solid State Drive.

[30] 30. Jahns, T. M. (1980). Improved reliability in solid-state AC drives by means of multiple independ-ent phase drive units. IEEE Transactions on Industry Applications, (3), 321-331.

[31] Jahns, T. M. (1980). Improved reliability in solid-state AC drives by means of multiple independ-ent phase drive units. IEEE Transactions on Industry Applications, (3), 321-331.

[32] Heo, J. G., Lee, D., Hwang, S., Lee, D., Lee, J. W., Cheon, W., ... & Jee, W. (2012). U.S. Patent No. 8,327,066. Washington, DC: U.S. Patent and Trademark Office.

[33] Chen, B. M., Lee, T. H., Venkataramanan, V., & Chen, B. M. (2002). Hard disk drive servo sys-tems (p. 47). Berlin: Springer.

[34] Wood, R. (2009). Future hard disk drive systems. Journal of magnetism and magnetic materi-als, 321(6), 555-561.

[35] Chen, Y., Moore, K. L., Yu, J., & Zhang, T. (2006, December). Iterative learning control and repetitive control in hard disk drive industry-a tutorial. In Decision and Control, 2006 45th IEEE Conference on (pp. 2338- 2351). IEEE.

[36] Al Mamun, A., Guo, G., & Bi, C. (2006). Hard disk drive: mechatronics and control. CRC press.

[37] Wilkinson, R. T., & Houghton, D. (1975). Portable four-choice reaction time test with magnetic tape memory. Behavior Research Methods & Instrumentation, 7(5), 441-446.

[38] Brady, M. J., Duan, D. W., & Kodukula, V. S. (2001). U.S. Patent No. 6,201,474. Washington, DC: U.S. Patent and Trademark Office.

[39] Kotz, D., & Ellis, C. S. (1991, December). Practical prefetching techniques for parallel file sys-tems. In Parallel and Distributed Information Systems, 1991., Proceedings of the First Interna-tional Conference on (pp. 182-189). IEEE.

[40] Vander Wiel, S. P., & Lilja, D. J. (1997). When caches aren't enough: Data prefetching tech-niques. Computer, 30(7), 23-30.

[41] Kim, Y., Gupta, A., Urgaonkar, B., Berman, P., & Sivasubramaniam, A. (2011, July). Hybrid-Store: A cost-efficient, highperformance storage system combining SSDs and HDDs. In Model-ing, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2011 IEEE 19th International Symposium on (pp. 227-236). IEEE.

[42] Rizvi, S. S., & Chung, T. S. (2010, April). Flash SSD vs HDD: High performance oriented modern embedded and multimedia storage systems. In Computer Engineering and Technology (ICCET), 2010 2nd International Conference on (Vol. 7, pp. V7-297). IEEE.

[43] Welch, B., & Noer, G. (2013, May). Optimizing a hybrid SSD/HDD HPC storage system based on file size distributions. In Mass Storage Systems and Technologies (MSST), 2013 IEEE 29th Symposium on (pp. 1-12). IEEE.

[44] Kasavajhala, V. (2011). Solid state drive vs. hard disk drive price and performance study. Proc. Dell Tech. White Paper, 8-9.

[45] Wong, G. (2013). SSD market overview. In Inside Solid State Drives (SSDs) (pp. 1-17). Springer, Dordrecht.

[46] Zhang, Y., & Swanson, S. (2015, May). A study of application performance with nonvolatile main memory. In Mass Storage Systems and Technologies (MSST), 2015 31st Symposium on(pp. 1-10). IEEE.

[47] Kim, Y., Gupta, A., Urgaonkar, B., Berman, P., & Sivasubramaniam, A. (2011, July). Hybrid-Store: A cost-efficient, highperformance storage system combining SSDs and HDDs. In Model-ing, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2011 IEEE 19th International Symposium on (pp. 227-236). IEEE.

[48] Yang, P. Y., Jin, P. Q., & Yue, L. H. (2012). A time-sensitive and efficient hybrid storage model involving SSD and HDD. Jisuanji Xuebao(Chinese Journal of Computers), 35(11), 2294-2305.

[49] Domingo, J. S. (2014). SSD vs. HDD: what’s the difference. PC Magazine.

[50] Yang, P., Jin, P., Wan, S., & Yue, L. (2013, June). HB-Storage: optimizing SSDs with a HDD write buffer. In International Conference on Web-Age Information Management (pp. 28-39). Springer, Berlin, Heidelberg.

WSEAS Transactions on Computer Research, ISSN / E-ISSN: 1991-8755 / 2415-1521, Volume 6, 2018, Art. #3, pp. 18-28


Copyright © 2018 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution License 4.0

Bulletin Board

Currently:

The editorial board is accepting papers.


WSEAS Main Site