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ABSTRACT
The objective of this paper is to introduce self-similarity as a fundamental property exhibited by the bursty traffic between on-chip modules in typical MPEG-2 video applications. Statistical tests performed on relevant traces extracted from common video clips establish unequivocally the existence of self-similarity in video traffic. Using a generic communication architecture, we also discuss the implications of our findings on on-chip buffer space allocation and present quantitative evaluations for typical video streams. We believe that our findings open up new directions of research with deep implications on some fundamental issues in on-chip network design for multimedia applications.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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1
|
|
| |
2
|
|
| |
3
|
J. Beran, Statistics for Long-Memory Processes, Chapman & Hall, 1994
|
| |
4
|
D. R. Cox, Long-Range dependence: A Review, in Statistics: An Appraisal, H.A.David and H.T.David, Eds., The Iowa State University Press, 1984
|
| |
5
|
J. Beran, et al., Long-Range Dependence in Variable-Bit-Rate Video Traffic, IEEE Trans. Commun., Vol. 43, No. 2/3/4, 1995
|
| |
6
|
|
| |
7
|
I. Norros, A storage model with self-similar input, in Queueing Systems Vol. 16, 1994
|
| |
8
|
P. Abry, D. Veitch, Wavelet Analysis of Long-Range Dependent Traffic, in IEEE Trans. on Info. Theory, Dec. 1997
|
| |
9
|
Sikora T., MPEG Digital Video Coding Standards, in IEEE Signal Processing Magazine, Sept. 1997
|
| |
10
|
|
| |
11
|
B. B. Mandelbrot and J. R. Wallis, Computer Experiments with Fractional Gaussian Noises, Water Resources Research, vol.5, 1969
|
| |
12
|
B. B. Mandelbrot and M. S. Taqqu, Robust R/S Analysis of Long Run Serial Correlation, Proc. 42nd Session ISI, Book 2, 1979
|
| |
13
|
|
| |
14
|
|
 |
15
|
|
| |
16
|
K. Keutzer et al., System-Level Design: Orthogonalization of Concerns and Platform-Based Design, IEEE Trans. on CAD, Vol.19, No.12, Dec. 2000
|
| |
17
|
S. Edwards, L. Lavagno, E. A. Lee, A. Sangiovanni-Vincentelli, Design of embedded systems: formal models, validation, and synthesis, Proc. IEEE, Vol.85, No.3, March 1997
|
 |
18
|
|
 |
19
|
|
| |
20
|
|
| |
21
|
Kanishka Lahiri , Anand Raghunathan , Sujit Dey, Fast performance analysis of bus-based system-on-chip communication architectures, Proceedings of the 1999 IEEE/ACM international conference on Computer-aided design, p.566-573, November 07-11, 1999, San Jose, California, United States
|
 |
22
|
|
| |
23
|
|
 |
24
|
|
 |
25
|
|
| |
26
|
|
 |
27
|
M. Sgroi , M. Sheets , A. Mihal , K. Keutzer , S. Malik , J. Rabaey , A. Sangiovanni-Vencentelli, Addressing the system-on-a-chip interconnect woes through communication-based design, Proceedings of the 38th conference on Design automation, p.667-672, June 2001, Las Vegas, Nevada, United States
[doi> 10.1145/378239.379045]
|
 |
28
|
Faraydon Karim , Anh Nguyen , Sujit Dey , Ramesh Rao, On-chip communication architecture for OC-768 network processors, Proceedings of the 38th conference on Design automation, p.678-683, June 2001, Las Vegas, Nevada, United States
[doi> 10.1145/378239.379047]
|
 |
29
|
|
| |
30
|
G. Varatkar, R. Marculescu, Modeling and Synthesis of On-chip Multimedia Traffic', Packet Video Workshop, Pittsburgh, PA, April 2002
|
| |
31
|
G. Varatkar, R. Marculescu, On-chip Traffic Analysis for Multimedia Applications, Technical Report, CMU CAD-01-25, Sept. 2001
|
CITED BY 17
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Kees Goossens , John Dielissen , Jef van Meerbergen , Peter Poplavko , Andrei Rădulescu , Edwin Rijpkema , Erwin Waterlander , Paul Wielage, Guaranteeing the quality of services in networks on chip, Networks on chip, Kluwer Academic Publishers, Hingham, MA, 2003
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Alexander Maxiaguine , Simon Künzli , Samarjit Chakraborty , Lothar Thiele, Rate analysis for streaming applications with on-chip buffer constraints, Proceedings of the 2004 conference on Asia South Pacific design automation: electronic design and solution fair, p.131-136, January 27-30, 2004, Yokohama, Japan
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Chrysostomos A. Nicopoulos , Dongkook Park , Jongman Kim , N. Vijaykrishnan , Mazin S. Yousif , Chita R. Das, ViChaR: A Dynamic Virtual Channel Regulator for Network-on-Chip Routers, Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture, p.333-346, December 09-13, 2006
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Santiago Gonzalez Pestana , Edwin Rijpkema , Andrei Rdulescu , Kees Goossens , Om Prakash Gangwal, Cost-Performance Trade-Offs in Networks on Chip: A Simulation-Based Approach, Proceedings of the conference on Design, automation and test in Europe, p.20764, February 16-20, 2004
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Ling Wang , Jianwen Zhang , Xiaoqing Yang , Dongxin Wen, Router with centralized buffer for network-on-chip, Proceedings of the 19th ACM Great Lakes symposium on VLSI, May 10-12, 2009, Boston Area, MA, USA
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Andres Mejia , Maurizio Palesi , José Flich , Shashi Kumar , Pedro López , Rickard Hoismark , José Duato, Region-based routing: a mechanism to support efficient routing algorithms in NoCs, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, v.17 n.3, p.356-369, March 2009
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Maurizio Palesi , Giuseppe Longo , Salvatore Signorino , Rickard Holsmark , Shashi Kumar , Vincenzo Catania, Design of Bandwidth Aware and Congestion Avoiding Efficient Routing Algorithms for Networks-on-Chip Platforms, Proceedings of the Second ACM/IEEE International Symposium on Networks-on-Chip, p.97-106, April 07-10, 2008
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