Modeling heterogeneous network traffic in wavelet domain

IEEE/ACM Transactions on Networking

Volumn 9, Issue 5, 2001, Pages 634-649

  Sheng, Ma ^a,b   Ji, Chuanyi ^c  

^a IEEE

^b IBM T J WATSON RESEARCH CENTER   (United States)

^c RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Long range dependence; Network traffic modelling; Self similiar traffic; Wavelets

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; GAUSSIAN NOISE (ELECTRONIC); MARKOV PROCESSES; MATHEMATICAL MODELS; PROBABILITY; WAVELET TRANSFORMS;

NETWORK TRAFFIC MODELING; WAVELET DOMAINS;

TELECOMMUNICATION TRAFFIC;

EID: 0035481772     PISSN: 10636692     EISSN: None     Source Type: Journal    
DOI: 10.1109/90.958331     Document Type: Article

References (64)

1. Wavelet, spectrum analysis and 1/f processes
2. Wavelet analysis of long-range-dependent traffic
3. An application of superpositions of two state Markovian sources to the modelling of self-similar behavior
4. Modeling and estimation of multiresolution stochastic processes
5. Multiscale autoregressive processes
6. Long-range dependence in variable-bit-rate video traffic
7. A new method to determine the queue length distribution at an ATM multiplexer
8. New bounds and approximations using extreme value theory for the queue length distribution in high-speed networks
9. Multiscale recursive estimation, data fusion, and regularization
10. Long-range dependence: A review
11. Self similarity in world wide web traffic: Evidence and possible causes
12. Wavelet representations of stochastic processes and multiresolution stochastic models
13. Fundamental bounds and approximations for ATM multiplexers with applications to video teleconferencing
14. Experimental queueing analysis with long-range dependent packet traffic
15. Fractal estimation using models on multiscale trees
16. Wavelet analysis and synthesis of fractional Brownian motion
17. Traffic modelling for telecommunications networks
18. Analysis, modelling and generation of self-similar VBR video traffic
19. On variations of queue response for inputs with the same mean and autocorrelation function
20. The GBAR source model for VBR video conferences
21. What are the implications of long-range dependence for VBR-video traffic engineering?
22. Modeling and simulation of self-similar variable bit rate compressed video: A unified approach
23. The effect of multiple time scales and subexponentiality in MPEG video streams on queueing behavior
24. Fractal estimation from noisy data via discrete fractional Gaussian noise (DFGN) and the Haar basis
25. Modeling video traffic using m/g/∞ input processes: A compromise between Markovian and lrd models
26. On the self-similar nature of Ethernet traffic
27. High time resolution measurements and analysis of LAN traffic: Implications for LAN interconnection
28. Queue response to input correlation functions: Discrete spectral analysis
29. Multiscale representations of Markov random fields
30. Modeling video traffic using wavelets
31. Modeling video traffic in the wavelet domain
32. A theory for multiresolution signal decomposition: The wavelet representation
33. Fractal Brownian motions, fractal noises, and applications
34. Load characterization, overload prediction and load anomaly detection for voice-over IP traffic
35. The wavelet transform of stochastic processes with stationary increments and its application to fractional Brownian motion
36. Time scale analysis of an ATM queueing system with long-range dependent traffic
37. TES-based video source modelling for performance evaluation of integrated networks
38. On the relevance of time scales in performance oriented traffic characterizations
39. A storage model with self-similar input
40. On the use of fractional Brownian motion in the theory of connectionless networks
41. Wide area traffic: The failure of Poisson modelling
42. Statistical multiplexing of VBR MPEG compressed video on ATM networks
43. Multiscale queueing analysis of long-range-dependent network traffic
44. Simulation of non-Gaussian long-range-dependent traffic using wavelets
45. Can self-similar traffic be modeled by Markovian processes
46. The importance of long-range dependence of VBR video traffic in ATM traffic engineering: Myths and realities
47. Statistical analysis of Ethernet LAN traffic at the source level
48. A histogram-based model for video traffic behavior in an ATM multiplexer
49. Correlation structure of the discrete wavelet coefficients of fractional Brownian motion
50. Statistical multiplexing of multiple time-scale Markov streams
51. Effective bandwidths: Call admission, traffic policing and filtering for ATM networks
52. Wavelet-based representations for a class of self-similar signals with application to fractal modulation
53. Motion classified autoregressive modelling of variable bit rate video