| 4/2015 - 2 |
Hardware Accelerators for Data Sort in All Programmable Systems-on-ChipSKLYAROV, V.   , SKLIAROVA, I. |
Extra paper information in    |
| Click to see author's profile in SCOPUS, IEEE Xplore, Web of Science |
Download PDF  (1,276 KB) | Citation | Downloads: 1,161 | Views: 3,066 |
Author keywords
FPGA, system-on-chip, sorting, parallel processing, performance and resources evaluation
References keywords
sorting(13), link(9), systems(8), programmable(7), zynq(6), networks(6), xilinx(5), sklyarov(5), skliarova(5), high(5)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2015-11-30
Volume 15, Issue 4, Year 2015, On page(s): 9 - 16
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2015.04002
Web of Science Accession Number: 000368499800002
SCOPUS ID: 84949995957
Abstract
The paper analyzes and evaluates architectures of the most efficient hardware accelerators for data sort in FPGA and all programmable systems-on-chip (such as devices from the Xilinx Zynq-7000 family). The following novel methods are proposed and discussed: 1) data sorting in hardware that is executed concurrently with getting inputs through single or multiple ports; 2) a technique allowing rational compromise between the cost and the latency of the circuit to be achieved. Both methods are targeted to hardware/software co-design and permit the best solution to be found for different requirements within pre-defined constraints. The results of experiments, implementations, and rigorous comparisons demonstrate high efficiency and broad applicability of the proposed methods for wide range of practical applications. |
| References | | | Cited By «-- Click to see who has cited this paper |
| [1] Xilinx, Inc., Zynq-7000 All Programmable SoC Technical Reference Manual, 2014. [Online] Available: Temporary on-line reference link removed - see the PDF document
[2] L.H. Crockett, R.A. Elliot, M.A. Enderwitz, and R.W. Stewart, The Zynq Book, University of Strathclyde, 2014. [3] L. Hao and G. Stitt, "Bandwidth-Sensitivity-Aware Arbitration for FPGAs," IEEE Embedded Systems Letters, vol. 4, no. 3, 2012, pp. 73-76. [CrossRef] [Web of Science Times Cited 5] [SCOPUS Times Cited 5] [4] D.G. Bailey, Design for Embedded Image Processing on FPGAs, John Wiley and Sons, 2011. [CrossRef] [SCOPUS Times Cited 4] [5] V. Sklyarov, I. Skliarova, A. Barkalov, and L. Titarenko, Synthesis and Optimization of FPGA-based Systems, Springer, 2014. [CrossRef] [SCOPUS Record] [6] A. Cristo, K. Fisher, A.J. Gualtieri, R.M. Perez, and P. Martínez, "Optimization of Processor-to-Hardware Module Communications on Spaceborne Hybrid FPGA-based Architectures," IEEE Embedded Systems Letters, vol. 5, no. 4, 2013, pp. 77-80. [CrossRef] [Web of Science Times Cited 9] [SCOPUS Times Cited 9] [7] A. Canedo, H. Ludwig, and M.A. Al Faruque, "High Communication Throughput and Low Scan Cycle Time with Multi/Many-Core Programmable Logic Controllers," IEEE Embedded Systems Letters, vol. 6, no. 2, 2014, pp. 21-24. [CrossRef] [Web of Science Times Cited 15] [SCOPUS Times Cited 16] [8] M. Santarini, "All Eyes on Zynq SoC for Smart Vision," XCell Journal, issue 83, 2013, pp. 8-15. [Online] Available: Temporary on-line reference link removed - see the PDF document [9] C. Dick, "Xilinx All Programmable Devices Enable Smarter Wireless Networks," XCell Journal, issue 83, 2013, pp. 16-23. [Online] Available: Temporary on-line reference link removed - see the PDF document [10] J. Silva, V. Sklyarov, and I. Skliarova, "Comparison of On-chip Communications in Zynq-7000 All Programmable Systems-on-Chip," IEEE Embedded Systems Letters, vol. 7, no. 1, 2015, pp. 31-34. [CrossRef] [Web of Science Times Cited 41] [SCOPUS Times Cited 50] [11] Xilinx, Inc., Vivado Design Suite Guides, 2015. [Online] Available: Temporary on-line reference link removed - see the PDF document [12] Xilinx, Inc., Zynq-7000 All Programmable SoC Software Developers Guide, 2015. [Online] Available: Temporary on-line reference link removed - see the PDF document [13] V. Sklyarov, I. Skliarova, J. Silva, A. Rjabov, A. Sudnitson, and C. Cardoso, Hardware/Software Co-design for Programmable Systems-on-Chip, TUT Press, 2014. [14] Xilinx, Inc., Simple AMP Running Linux and Bare-Metal System on Both Zynq SoC Processors, 2013. [Online] Available: Temporary on-line reference link removed - see the PDF document [15] D.E. Knuth, The Art of Computer Programming. Sorting and Searching, vol. III, Addison-Wesley, New York 2011. [16] R. Mueller, J. Teubner, and G. Alonso, "Sorting Networks on FPGAs," The International Journal on Very Large Data Bases, vol. 21, no. 1, 2012, pp. 1-23. [CrossRef] [Web of Science Times Cited 115] [SCOPUS Times Cited 148] [17] M. Zuluada, P. Milder, and M. Puschel, "Computer Generation of Streaming Sorting Networks," in Proc. 49th Design Automation Conference, San Francisco, USA, 2012, pp. 1245-1253. [CrossRef] [SCOPUS Times Cited 47] [18] R.D. Chamberlain and N. Ganesan, "Sorting on Architecturally Diverse Computer Systems," in Proc. 3rd Int. Workshop on High-Performance Reconfigurable Computing Technology and Applications, USA, 2009, pp. 39-46. [CrossRef] [SCOPUS Times Cited 25] [19] D. Koch and J. Torresen, "FPGASort: a high performance sorting architecture exploiting run-time reconfiguration on FPGAs for large problem sorting", in Proc. 19th ACM/SIGDA Int. Symposium on Field Programmable Gate Arrays, USA, 2011, pp. 45-54. [CrossRef] [SCOPUS Times Cited 138] [20] P. Kipfer, and R. Westermann, "Improved GPU Sorting," in GPU Gems 2: programming techniques for high-performance graphics and general-purpose computation, M. Pharr (ed.), 2005. [Online] Available: Temporary on-line reference link removed - see the PDF document [21] G. Gapannini, F. Silvestri, and R. Baraglia, "Sorting on GPU for large scale datasets: A thorough comparison," Information Processing and Management, vol. 48, no. 5, 2012, pp. 903-917. [CrossRef] [Web of Science Times Cited 8] [SCOPUS Times Cited 19] [22] C. Grozea, Z. Bankovic, and P. Laskov, "FPGA vs. Multi-Core CPUs vs. GPUs: Hands-On Experience with a Sorting Application," in Facing the Multicore-Challenge, R. Keller, D. Kramer, and J.P. Weiss (eds.), Springer-Verlag, 2010, pp. 105-117. [CrossRef] [SCOPUS Record] [23] M. Edahiro, "Parallelizing fundamental algorithms such as sorting on multi-core processors for EDA acceleration," in Proc. 18th Asia and South Pacific Design Automation Conf., Japan, 2009, pp. 230-233. [CrossRef] [SCOPUS Times Cited 17] [24] K.E. Batcher, "Sorting networks and their applications," in Proc. American Federation of Information Processing Societies (AFIPS) Spring Joint Computer Conf., USA, 1968, pp. 307-314. [CrossRef] [SCOPUS Times Cited 1787] [25] S.W. Al-Haj Baddar and K.E. Batcher, Designing Sorting Networks. A New Paradigm, Springer, 2011. [CrossRef] [Web of Science Times Cited 30] [26] V. Sklyarov and I. Skliarova, "High-performance implementation of regular and easily scalable sorting networks on an FPGA," Microprocessors and Microsystems, vol. 38, no. 5, 2014, pp. 470-484. [CrossRef] [Web of Science Times Cited 40] [SCOPUS Times Cited 50] [27] V. Sklyarov and I. Skliarova, "Fast regular circuits for network-based parallel data processing," Advances in Electrical and Computer Engineering, vol. 13, no. 4, 2013, pp. 47-50. [CrossRef] [Full Text] [Web of Science Times Cited 13] [SCOPUS Times Cited 13] [28] Digilent Inc., Nexys4 FPGA board reference manual, 2013. [Online] Available: Temporary on-line reference link removed - see the PDF document [29] Avnet, Inc., ZedBoard Hardware User's Guide, 2014. [Online] Available: Temporary on-line reference link removed - see the PDF document Web of Science® Citations for all references: 276 TCR SCOPUS® Citations for all references: 2,328 TCR Web of Science® Average Citations per reference: 9 ACR SCOPUS® Average Citations per reference: 78 ACR TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-11-20 21:10 in 117 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site. |
Copyright ©2001-2024
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
