Fast, approximate synthesis of fractional Gaussian noise for generating self-similar network traffic
ACM SIGCOMM Computer Communication Review
The changing nature of network traffic: scaling phenomena
ACM SIGCOMM Computer Communication Review
Data networks as cascades: investigating the multifractal nature of Internet WAN traffic
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
Simulation of nonGaussian long-range-dependent traffic using wavelets
SIGMETRICS '99 Proceedings of the 1999 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Dynamics of IP traffic: a study of the role of variability and the impact of control
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
On the relevance of long-range dependence in network traffic
IEEE/ACM Transactions on Networking (TON)
On the propagation of long-range dependence in the Internet
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Real-time estimation of the parameters of long-range dependence
IEEE/ACM Transactions on Networking (TON)
Modeling heterogeneous network traffic in wavelet domain
IEEE/ACM Transactions on Networking (TON)
Characteristics of network traffic flow anomalies
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
A non-instrusive, wavelet-based approach to detecting network performance problems
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Traffic analysis for on-chip networks design of multimedia applications
Proceedings of the 39th annual Design Automation Conference
Simulation and Analysis of Packet Loss in User Datagram Protocol Transfers
The Journal of Supercomputing
Using signal processing to analyze wireless data traffic
WiSE '02 Proceedings of the 1st ACM workshop on Wireless security
On the autocorrelation structure of TCP traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Advances in modeling and engineering of Longe-Range dependent traffic
On the autocorrelation structure of TCP traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Advances in modeling and engineering of Longe-Range dependent traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Advances in modeling and engineering of Longe-Range dependent traffic
Traffic modeling and performance analysis of commercial web sites
ACM SIGMETRICS Performance Evaluation Review
Synthesis of bidimensional α-stable models with long-range dependence
Signal Processing - Signal processing with heavy-tailed models
A signal analysis of network traffic anomalies
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Rapid model parameterization from traffic measurements
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Is Admission-Controlled Traffic Self-Similar?
NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
On the Queue Tail Asymptotics for General Multifractal Traffic
NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
The Discovery of Self-Similar Traffic
Performance Evaluation: Origins and Directions
Workload Modeling for Performance Evaluation
Performance Evaluation of Complex Systems: Techniques and Tools, Performance 2002, Tutorial Lectures
End-to-End Performance of Web Services
Performance Evaluation of Complex Systems: Techniques and Tools, Performance 2002, Tutorial Lectures
Crossover scaling effects in aggregated TCP traffic with congestion losses
ACM SIGCOMM Computer Communication Review
Fractal Traffic Models for Internet Simulation
ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
Wavelet Multifractal Modeling for Network Traffic and Queueing Analysis
ICCNMC '01 Proceedings of the 2001 International Conference on Computer Networks and Mobile Computing (ICCNMC'01)
On the Temporal Characteristics of Video Traffic
LCN '01 Proceedings of the 26th Annual IEEE Conference on Local Computer Networks
Virtual private network bandwidth management with traffic prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
A tool for RApid model parameterization and its applications
MoMeTools '03 Proceedings of the ACM SIGCOMM workshop on Models, methods and tools for reproducible network research
Source-level IP packet bursts: causes and effects
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
A user-friendly self-similarity analysis tool
ACM SIGCOMM Computer Communication Review
Estimation of the self-similarity parameter using the wavelet transform
Signal Processing
On-chip traffic modeling and synthesis for MPEG-2 video applications
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
A wavelet-based framework for proactive detection of network misconfigurations
Proceedings of the ACM SIGCOMM workshop on Network troubleshooting: research, theory and operations practice meet malfunctioning reality
Long-Range Dependence: Ten Years of Internet Traffic Modeling
IEEE Internet Computing
Self-configuring network traffic generation
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
General methodology 2: an efficient method for simulating fractional stable motion
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Network traffic behaviour in switched Ethernet systems
Performance Evaluation - Special issue: Distributed systems performance
Why is the internet traffic bursty in short time scales?
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Multifractality in TCP/IP traffic: the case against
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Small-time scaling behavior of Internet backbone traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Long-range dependence in a changing internet traffic mix
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Queueing analysis of network traffic: methodology and visualization tools
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
On TCP and self-similar traffic
Performance Evaluation - Long range dependence and heavy tail distributions
Web traffic modeling at finer time scales and performance implications
Performance Evaluation - Long range dependence and heavy tail distributions
ACM SIGCOMM Computer Communication Review
Realistic and responsive network traffic generation
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Some remarks on ld plots for heavy-tailed traffic
ACM SIGCOMM Computer Communication Review
A Framework for Adaptive Wavelet Prediction in Self-Sizing Networks
ANSS '06 Proceedings of the 39th annual Symposium on Simulation
An empirical comparison of generators for self similar simulated traffic
Performance Evaluation
Game traffic analysis: an MMORPG perspective
Computer Networks: The International Journal of Computer and Telecommunications Networking
Experimental validation of the ON-OFF packet-level model for IP traffic
Computer Communications
Analysis of multi-player online game traffic based on self-similarity
NetGames '06 Proceedings of 5th ACM SIGCOMM workshop on Network and system support for games
Non-Gaussian and Long Memory Statistical Characterizations for Internet Traffic with Anomalies
IEEE Transactions on Dependable and Secure Computing
Visualization and inference based on wavelet coefficients, SiZer and SiNos
Computational Statistics & Data Analysis
Network traffic analysis using singular value decomposition and multiscale transforms
Information Sciences: an International Journal
Two approximation methods to synthesize the power spectrum of fractional Gaussian noise
Computational Statistics & Data Analysis
Journal of Multivariate Analysis
Wavelet analysis of stock returns and aggregate economic activity
Computational Statistics & Data Analysis
Proceedings of the first international conference on Networks for grid applications
A comparative study of different heavy tail index estimators of the flow size from sampled data
Proceedings of the first international conference on Networks for grid applications
Evaluating distributed systems: does background traffic matter?
ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
Passive analysis of TCP anomalies
Computer Networks: The International Journal of Computer and Telecommunications Networking
A practical method for weak stationarity test of network traffic with long-range dependence
MUSP'08 Proceedings of the 8th WSEAS International Conference on Multimedia systems and signal processing
Using the Whittle Estimator for the Selection of an Autocorrelation Function Family
ASMTA '08 Proceedings of the 15th international conference on Analytical and Stochastic Modeling Techniques and Applications
Workload dynamics on clusters and grids
The Journal of Supercomputing
Long-range dependence and on-chip processor traffic
Microprocessors & Microsystems
An image processing approach to traffic anomaly detection
Proceedings of the 4th Asian Conference on Internet Engineering
Classification of slice-based VBR video traffic and estimation of link loss by exceedance
Computer Networks: The International Journal of Computer and Telecommunications Networking
Redundancy in network traffic: findings and implications
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Maximum likelihood estimation of the flow size distribution tail index from sampled packet data
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Spatio-temporal network anomaly detection by assessing deviations of empirical measures
IEEE/ACM Transactions on Networking (TON)
Swing: realistic and responsive network traffic generation
IEEE/ACM Transactions on Networking (TON)
Self-similarity and long-range dependence in teletraffic
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
Analysis and modeling of a campus wireless network TCP/IP traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
Optimal feature selection for the assessment of vocal fold disorders
Computers in Biology and Medicine
On the impacts of human interactions in MMORPG traffic
Multimedia Tools and Applications
On least squares estimation for long-memory lattice processes
Journal of Multivariate Analysis
Markov models of internet traffic and a new hierarchical MMPP model
Computer Communications
Stochastic processes for computer network traffic modeling
Computer Communications
Towards a Measurement Based Networking approach for Internet QoS improvement
Computer Communications
LASS: a tool for the local analysis of self-similarity
Computational Statistics & Data Analysis
Queueing analysis of network traffic: methodology and visualization tools
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Long-range dependence in a changing Internet traffic mix
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Multifractality in TCP/IP traffic: the case against
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Small-time scaling behavior of Internet backbone traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
On the statistical characterization of flows in Internet traffic with application to sampling
Computer Communications
A simulation scenario for performance studies under self-similar traffic
DNCOCO'09 Proceedings of the 8th WSEAS international conference on Data networks, communications, computers
An empirical evaluation of short-period prediction performance
SPECTS'09 Proceedings of the 12th international conference on Symposium on Performance Evaluation of Computer & Telecommunication Systems
Real-Time and Self-adaptive Method for Abnormal Traffic Detection Based on Self-similarity
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Asymptotic decorrelation of between-scale wavelet coefficients of generalized fractional process
Digital Signal Processing
Analysis of prediction performance of training-based models using real network traffic
International Journal of Computer Applications in Technology
The influence of self-similar traffic on telecommunication network queuing
CompSysTech '09 Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
Flexible adjustment of the short-term correlation of LRD M/G/∞-based processes
Electronic Notes in Theoretical Computer Science (ENTCS)
Characterization of long-range dependent traffic regulated by leaky-bucket policers and shapers
Computer Communications
Traffic characterization of the web server attacks of worm viruses
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartII
Understanding IP traffic via cluster processes
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
Measurement and characteristics of aggregated traffic in broadband access networks
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
Offline and online network traffic characterization
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
Measurement and analysis of intraflow performance characteristics of wireless traffic
IPOM'07 Proceedings of the 7th IEEE international conference on IP operations and management
Anomaly detection in IP networks with principal component analysis
ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies
Evaluating buffer-constrained routers under bursty and shaped traffic
ANTS'09 Proceedings of the 3rd international conference on Advanced networks and telecommunication systems
Research and application of an online real time hurst parameter measure algorithm
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A network traffic prediction approach based on multifractal modeling
Journal of High Speed Networks
On the role of flows and sessions in internet traffic modeling: an explorative toy-model
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Fast simulation of self-similar and correlated processes
Mathematics and Computers in Simulation
A mechanism for detecting session hijacks in wireless networks
IEEE Transactions on Wireless Communications
Essay on teletraffic models (I)
ACACOS'10 Proceedings of the 9th WSEAS international conference on Applied computer and applied computational science
On the minimum number of users for the generation of H-ss traffic in a simulation scenario
WSEAS TRANSACTIONS on COMMUNICATIONS
FGN based telecommunication traffic models
WSEAS Transactions on Computers
The LRD traffic impact on the NoC-based SoCs
SBCCI '10 Proceedings of the 23rd symposium on Integrated circuits and system design
Dynamic OBS offset allocation in WDM networks
Computer Communications
Robustness of the whittle estimator applied to non-Gaussian long-range dependent processes
ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications
Hurst parameter estimation from noisy observations of data traffic traces
ICECS'05 Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing
Statistical analysis and modeling of peer-to-peer multimedia traffic
Network performance engineering
Performance modelling and traffic characterisation of optical networks
Network performance engineering
Suitability of the M/G/∞ process for modeling scalable H.264 video traffic
ASMTA'11 Proceedings of the 18th international conference on Analytical and stochastic modeling techniques and applications
Gaussian approximation of CDN call level traffic
Proceedings of the 23rd International Teletraffic Congress
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
Automatic location detection system for anomaly traffic on wired/wireless networks
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Network intrusion detection using wavelet analysis
CIT'04 Proceedings of the 7th international conference on Intelligent Information Technology
Long-range dependence of traffic across schedulers with multiple service classes
Computer Communications
HEAF: a novel estimator for long-range dependent self-similar network traffic
NEW2AN'06 Proceedings of the 6th international conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking
A scaling analysis of UMTS traffic
NEW2AN'06 Proceedings of the 6th international conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking
A LoSS based on-line detection of abnormal traffic using dynamic detection threshold
ICICS'09 Proceedings of the 11th international conference on Information and Communications Security
DPM'11 Proceedings of the 6th international conference, and 4th international conference on Data Privacy Management and Autonomous Spontaneus Security
Unmasking the growing UDP traffic in a campus network
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
TCP's role in the propagation of self-similarity in the Internet
Computer Communications
Pragmatic modeling of broadband access traffic
Computer Communications
Fractal and multifractal analysis of network teletraffic
Proceedings of the 13th International Conference on Computer Systems and Technologies
| Hi-index | 754.84 |
A wavelet-based tool for the analysis of long-range dependence and a related semi-parametric estimator of the Hurst parameter is introduced. The estimator is shown to be unbiased under very general conditions, and efficient under Gaussian assumptions. It can be implemented very efficiently allowing the direct analysis of very large data sets, and is highly robust against the presence of deterministic trends, as well as allowing their detection and identification. Statistical, computational, and numerical comparisons are made against traditional estimators including that of Whittle. The estimator is used to perform a thorough analysis of the long-range dependence in Ethernet traffic traces. New features are found with important implications for the choice of valid models for performance evaluation. A study of mono versus multifractality is also performed, and a preliminary study of the stationarity with respect to the Hurst parameter and deterministic trends