Oasis: An active storage framework for object storage platform

Future Generation Computer Systems

Volumn 56, Issue , 2016, Pages 746-758

  Xie, Yulai ^a   Feng, Dan ^a   Li, Yan ^b   Long, Darrell D E ^b  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b University of California   (United States)

Author keywords

Active storage; Adaptive computation partition; Kinetic; Object based storage; Storage system

Indexed keywords

ACCESS CONTROL; DATA STORAGE EQUIPMENT; DIGITAL STORAGE; KINETICS;

ACTIVE STORAGE; ADAPTIVE COMPUTATIONS; DATA-INTENSIVE APPLICATION; NETWORK BOTTLENECKS; OBJECT STORAGE ARCHITECTURE; OBJECT-BASED STORAGE; PROCESSING CAPABILITY; STORAGE SYSTEMS;

BIG DATA;

EID: 84958928376     PISSN: 0167739X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.future.2015.08.011     Document Type: Article

References (44)

1. IDC iView, The digital universe decade-are you ready? May 2010.
2. J. Gantz, D. Reinsel, Digital universe study: Extracting value from chaos, in: Int'l Data Corporation, IDC, June 2011.
3. M. Armbrust, and et al. A view of cloud computing Commun. ACM 53 4 2010 50 58
4. S. Bykov, A. Geller, G. Kliot, J. Larus, R. Pandya, J. Thelin, Orleans: Cloud computing for everyone, in: ACM Symp. Cloud Computing, SOCC, Cascais, Portugal, 2011, Article No. 16.
5. S. Wu, F. Li, S. Mehrotra, B. Ooi, Query optimization for massively parallel data processing, in: ACM Symposium on Cloud Computing, SOCC, Cascais, Portugal, 2011, Article No. 12.
6. A. Acharya, M. Auysal, J. Saltz, Active disks: Programming model, algorithms and evaluation, in: The 8th International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS, San Jose, CA, USA, 3-7 October 1998, pp. 81-91.
7. E. Riedel, G. Gibson, C. Faloutsos, Active storage for large-scale data mining and multimedia, in: The 24th International Conference on Very Large Data Bases, VLDB, New York, NY, USA, 24-27 August 1998, pp. 62-73.
8. D.J. Dewitt, P. Hawthorn, A performance evaluation of database machine architectures, in: The 7th International Conference on VLDB, Cannes, France, 9-11 September 1981, pp. 199-213.
9. K. Keeton, D.A. Patterson, and J.M. Hellerstein The case for intelligent disks (IDISKs) SIGMOD Rec. 27 3 1998 42 51
10. D. Patterson, T. Anderson, N. Cardwell, R. Fromm, K. Keeton, C. Kozyrakis, R. Thomas, K. Yelick, Intelligent RAM (IRAM): Chips that remember and compute, in: IEEE International Solid-State Circuits Conference, San Francisco, CA, February, 1997, pp. 224-225.
11. A. Fenn, J. Hughes, Seagate kinetic open storage platform, in: Data Storage Innovation Conference, 22-24 April 2014.
12. Open-osd initiator, http://www.open-osd.org.
13. M. Mesnier, G.R. Ganger, and E. Riedel Object-based storage IEEE Commun. Mag. 41 8 2003 84 91
14. Lustre: A scalable high-performance file system, White Paper, Clustre File System, Inc., 2002.
15. B. Welch, M. Unangst, Z. Abbasi, G. Gibson, B. Mueller, J. Small, J. Zelenka, B. Zhou, Scalable performance of the panasas parallel file system, in: FAST'08, San Jose, CA, USA, 26-29 February 2008, pp. 17-33.
16. S.A. Weil, S.A. Brandt, E.L. Miller, D.D.E. Long, Ceph: A scalable, high-performance distributed file system, in: OSDI'06, Seattle, WA, USA, 6-8 November 2006, pp. 307-320.
17. D.F. Nagle, G.R. Ganger, J. Butler, G. Goodson, C. Sabol, Network support for network-attached storage, in: Hot Interconnects 1999, Stanford University, Standford, CA, August, 1999.
18. T. Clark Designing Storage Area Networks: A Practical Reference for Implementing Fibre Channel and IP SANS second ed. 2003
19. Y. Kang, J. Yang, E.L. Miller, Object-based SCM: An efficient interface for storage class memories, in: Massive Storage Systems and Technologies, Denver, Colorado, USA, 2011, pp. 1-12.
20. Y. Lu, J. Shu, W. Zheng, Extending the lifetime of flash-based storage through reducing write amplification from file systems, in: The 11th USENIX Conference on File and Storage Technologies, San Jose, CA, 2013, pp. 257-270.
21. X. Ma, and A.N. Reddy MVSS: an active storage architecture IEEE Trans. Parallel Distrib. Syst. 14 10 2003 993 1005
22. C.W. Smullen, S.R. Tarapore, S. Gurumurthi, P. Ranganathan, M. Uysal, Active storage revisited: The case for power and performance for unstructured data processing applications, in: The 5th Conference on Computing Frontiers, Ischia, Italy, May 5, 2008-May 7, 2008, pp. 293-303.
23. S.V. Anastasiadis, R.G. Wickremesinghe, J.S. Chase, Lerna: An active storage framework for flexible data access and management, in: The 14th IEEE International Symposium on High Performance Distributed Computing, Research Triangle Park, NC, USA, 24-27 July 2005, pp. 176-187.
24. Y. Zhang, D. Feng, An active storage system for high performance computing, in: The 22nd International Conference on Advanced Information Networking and Applications, Okinawa, Japan, 25-28 March 2008, pp. 644-651.
25. S.W. Son, S. Lang, P. Carns, R. Ross, R. Thakur, B. Ozisikyilmaz, P. Kumar, W.K. Liao, A. Choudhary, Enabling active storage on parallel I/O software stacks, in: The IEEE 26th Symposium on Mass Storage Systems and Technologies, MSST, Incline Village, NV, USA, 3-7 May 2010, pp. 1-12.
26. J. Dean, S. Ghemawat, MapReduce: Simplified data processing on large clusters, in: The USENIX Symposium on Operating System Design and Implementation, San Francisco, CA, USA, 6-8 December 2004, pp. 137-149.
27. M. Zahariz, A. Konwinski, A.D. Joseph, R.H. Katz, I. Stoica, Improving MapReduce performance in heterogeneous environments, in: The USENIX Symposium on Operating System Design and Implementation, 2008, pp. 29-42.
28. C. Chen, Y. Chen, P.C. Roth, DOSAS: Mitigating the resource contention in active storage systems, in: IEEE International Conference on Cluster Computing, Beijing, China, 24-28 September 2012, pp. 164-172.
29. C. Chen, Y. Chen, Dynamic active storage for high performance I/O, in: IEEE International Conference on Parallel Processing, Pittsburgh, PA, 10-13 September 2012, pp. 379-388.
30. Y. Kang, Y. Kee, E.L. Miller, C. Park, Enabling cost-effective data processing with smart SSD, in: The 29th IEEE Symposium on Massive Storage Systems and Technologies, MSST 13, Long Beach, CA, USA, May 2013, pp. 1-12.
31. S. Seshadri, M. Gahagan, S. Bhaskaran, T. Bunker, A. De, Y. Jin, Y. Liu, S. Swanson, Willow: A user-programmable SSD, in: The USENIX Conference on Operating Systems Design and Implementation, 2014, pp. 67-80.
32. L. Huston, R. Sukthankar, R. Wickremesinghe, M. Satyanarayanan, G.R. Ganger, E. Riedel, A. Ailamaki, Diamond: A storage architecture for early discard in interactive search, in: The 3rd USENIX Conference on File and Storage Technologies, FAST'04, San Francisco, CA, USA, 2004, pp. 73-86.
33. J. Piernas, J. Nieplocha, E.J. Felix, Evaluation of active storage strategies for the lustre parallel file system, in: SC'07, Reno, NV, United states, November, 2007, pp. 1-10.
34. E.J. Felix, K. Fox, K. Regimbal, J. Nieplocha, Active storage processing in a parallel file system, in: The 6th LCI International Conference on Linux Clusters: The HPC Revolution, 2006.
35. A. Devulapalli, I.T. Murugandi, D. Xu, P. Wyckoff, Design of an intelligent object-based storage device. [Online]. Available: http://www.osc.edu/research/network-file/projects/object/papers/istor-tr.pdf.
36. M. Runde, W.G. Stevens, P. Wortman, J.A. Chandy, An active storage framework for object storage devices, in: The 28th IEEE Conference on Massive Data Storage, San Diego, CA, USA, 16-20 April 2012, pp. 1-12.
37. Y. Xie, K.-K. Muniswamy-Reddy, D. Feng, D.D.E. Long, Y. Kang, Z. Niu, Z. Tan, Design and evaluation of Oasis: An active storage framework based on T10 osd standard, in: The 27th IEEE Symposium on Mass Storage Systems and Technologies, MSST, Denver, Colorado, USA, May, 2011, pp. 1-12.
38. K. Amiri, D. Petrou, G.R. Ganger, G.A. Gibson, Dynamic function placement for data-intensive cluster computing, in: The USENIX Annual Technical Conference, Berkeley, CA, USA, 2000, pp. 25-25.
39. SCSI Object-Based Storage Device Commands -2 (OSD-2), T10 Technical Committee, INCITS Std. Project T10/1729-D, Revision 5, January 2009.
40. R. Wahbe, S. Lucco, T. Anderson, S. Graham, Efficient software-based fault isolation, in: SOSP'93, Asheville, NC, USA, December 1993, pp. 203-216.
41. G.C. Necula, P. Lee, Safe kernel extensions without run-time checking, in: OSDI'96, Seattle, WA, USA, 1996, pp. 229-243.
42. Intel Corporation, Intel iscsi reference implementation. [Online]. Available: http://sourceforge.net/projects/intel-iscsi.
43. Sobel edge detection algorithm. [Online]. Available: http://www.pages.drexel.edu/weg22/edge.html.
44. Blowfish algorithm. [Online]. Available: http://www.schneier.com/code/bfsh-koc.zip.