Ten lectures on wavelets
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
A friendly guide to wavelets
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Experimental queueing analysis with long-range dependent packet traffic
IEEE/ACM Transactions on Networking (TON)
Self-similarity in World Wide Web traffic: evidence and possible causes
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
IEEE/ACM Transactions on Networking (TON)
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
On the relevance of long-range dependence in network traffic
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
End-to-end routing behavior in the Internet
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
End-to-end Internet packet dynamics
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
The changing nature of network traffic: scaling phenomena
ACM SIGCOMM Computer Communication Review
Self-similarity and heavy tails: structural modeling of network traffic
A practical guide to heavy tails
Applied Wavelet Analysis with S-Plus
Applied Wavelet Analysis with S-Plus
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
A parameterizable methodology for Internet traffic flow profiling
IEEE Journal on Selected Areas in Communications
Efficient policies for carrying Web traffic over flow-switched networks
IEEE/ACM Transactions on Networking (TON)
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 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)
Performance evaluation of multiple time scale TCP under self-similar traffic conditions
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on modeling and simulation of communication networks
On computing correlated aggregates over continual data streams
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Statistical bandwidth sharing: a study of congestion at flow level
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
Jitter-based delay-boundary prediction of wide-area networks
IEEE/ACM Transactions on Networking (TON)
Difficulties in simulating the internet
IEEE/ACM Transactions on Networking (TON)
Hyper-Erlang distribution model and its application in wireless mobille networks
Wireless Networks - Special issue: Design and modeling in mobile and wireless systsems
Connection-level analysis and modeling of network traffic
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
ACM SIGCOMM Computer Communication Review
Simulation and Analysis of Packet Loss in User Datagram Protocol Transfers
The Journal of Supercomputing
IEEE Internet Computing
Computing in Science and Engineering
Cost-Effective Flow Table Designs for High-Speed Routers: Architecture and Performance Evaluation
IEEE Transactions on Computers
Does fractal scaling at the IP level depend on TCP flow arrival processes?
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Provisioning on-line games: a traffic analysis of a busy counter-strike server
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Observed structure of addresses in IP traffic
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
On the Contribution of TCP to the Self-Similarity of Network Traffic
IWDC '01 Proceedings of the Thyrrhenian International Workshop on Digital Communications: Evolutionary Trends of the Internet
Overview of Fuzzy-RED in Diff-Serv Networks
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Multi-scaling Models of Sub-frame VBR Video Traffic
NETWORKING '00 Proceedings of the IFIP-TC6 / European Commission International Conference on Broadband Communications, High Performance Networking, and Performance of Communication Networks
Dimensioning Bandwidth for Elastic 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
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
Performance Evaluation of Complex Systems: Techniques and Tools, Performance 2002, Tutorial Lectures
Geist: A Web Traffic Generation Tool
TOOLS '02 Proceedings of the 12th International Conference on Computer Performance Evaluation, Modelling Techniques and Tools
The Olympic Service Model: Issues and Architecture
COST 263 Proceedings of the Second International Workshop on Quality of Future Internet Services
OverQoS: offering Internet QoS using overlays
ACM SIGCOMM Computer Communication Review
On the fractal behavior of TCP
Proceedings of the thirty-fifth annual ACM symposium on Theory of computing
Modeling, simulation and measurements of queuing delay under long-tail internet traffic
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A General Fractal Model of Internet Traffic
LCN '01 Proceedings of the 26th Annual IEEE Conference on Local Computer Networks
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
Modeling IP traffic: joint characterization of packet arrivals and packet sizes using BMAPs
Computer Networks: The International Journal of Computer and Telecommunications Networking
Non-stationarity and high-order scaling in TCP flow arrivals: a methodological analysis
ACM SIGCOMM Computer Communication Review
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Self-configuring network traffic generation
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
Operational experiences with high-volume network intrusion detection
Proceedings of the 11th ACM conference on Computer and communications security
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
Performance Preserving Network Downscaling
ANSS '05 Proceedings of the 38th annual Symposium on Simulation
Adaptive nonlinear congestion controller for a differentiated-services framework
IEEE/ACM Transactions on Networking (TON)
An improvement of the energy function
Signal Processing - Content-based image and video retrieval
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
A traffic characterization of popular on-line games
IEEE/ACM Transactions on Networking (TON)
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
SHRiNK: a method for enabling scaleable performance prediction and efficient network simulation
IEEE/ACM Transactions on Networking (TON)
A decade of Internet research -- advances in models and practices
BT Technology Journal
Systems with multiple servers under heavy-tailed workloads
Performance Evaluation - Performance 2005
Observed structure of addresses in IP traffic
IEEE/ACM Transactions on Networking (TON)
Non-Gaussian and Long Memory Statistical Characterizations for Internet Traffic with Anomalies
IEEE Transactions on Dependable and Secure Computing
Discrete-time heavy-tailed chains, and their properties in modeling network traffic
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Visualization and inference based on wavelet coefficients, SiZer and SiNos
Computational Statistics & Data Analysis
Evaluation of network traffic workload scaling techniques
Computer Communications
Predicting properties of congestion events for a queueing system with fBm traffic
IEEE/ACM Transactions on Networking (TON)
An efficient technique to analyze the impact of bursty TCP traffic in wide-area networks
Performance Evaluation
The Contact Surface: A Technique for Exploring Internet Scale Emergent Behaviors
DIMVA '08 Proceedings of the 5th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Workload dynamics on clusters and grids
The Journal of Supercomputing
Lévy flights and fractal modeling of internet traffic
IEEE/ACM Transactions on Networking (TON)
Towards experimental evaluation of explicit congestion control
Computer Networks: The International Journal of Computer and Telecommunications Networking
Analysis and modeling of a campus wireless network TCP/IP traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
Markov models of internet traffic and a new hierarchical MMPP model
Computer Communications
Stochastic processes for computer network traffic modeling
Computer Communications
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
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
Discriminating internet applications based on multiscale analysis
NGI'09 Proceedings of the 5th Euro-NGI conference on Next Generation Internet networks
Evaluation of session handoffs in a heterogeneous mobile network for Pareto based packet arrivals
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Characterization of long-range dependent traffic regulated by leaky-bucket policers and shapers
Computer Communications
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
Evaluating buffer-constrained routers under bursty and shaped traffic
ANTS'09 Proceedings of the 3rd international conference on Advanced networks and telecommunication systems
A network traffic prediction approach based on multifractal modeling
Journal of High Speed Networks
Bridging the gap between mathematical traffic models and operational parameters
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A multi-scaling based admission control approach for network traffic flows
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Predictive network anomaly detection and visualization
IEEE Transactions on Information Forensics and Security
Markovian modelling of internet traffic
Network performance engineering
Wireless Personal Communications: An International Journal
Chaos-Based dynamic qos scheme and simulating analysis
APPT'05 Proceedings of the 6th international conference on Advanced Parallel Processing Technologies
NETWORKING'06 Proceedings of the 5th international IFIP-TC6 conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communications Systems
A database of anomalous traffic for assessing profile based IDS
TMA'10 Proceedings of the Second international conference on Traffic Monitoring and Analysis
A longitudinal study of small-time scaling behavior of internet traffic
NETWORKING'10 Proceedings of the 9th IFIP TC 6 international conference on Networking
Long-range dependence of traffic across schedulers with multiple service classes
Computer Communications
An empirical study on a web server queueing system and traffic generation by simulation
ICDCIT'06 Proceedings of the Third international conference on Distributed Computing and Internet Technology
Framework based on stochastic L-Systems for modeling IP traffic with multifractal behavior
Computer Communications
Review: A critical look at power law modelling of the Internet
Computer Communications
TCP's role in the propagation of self-similarity in the Internet
Computer Communications
Research: Multifractal modeling of counting processes of long-range dependent network traffic
Computer Communications
Multifractal nature of wireless network traffic
Proceedings of the 2012 SpringSim Poster & Work-In-Progress Track
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In apparent contrast to the well-documented self-similar (i.e., monofractal) scaling behavior of measured LAN traffic, recent studies have suggested that measured TCP/IP and ATM WAN traffic exhibits more complex scaling behavior, consistent with multifractals. To bring multifractals into the realm of networking, this paper provides a simple construction based on cascades (also known as multiplicative processes) that is motivated by the protocol hierarchy of IP data networks. The cascade framework allows for a plausible physical explanation of the observed multifractal scaling behavior of data traffic and suggests that the underlying multiplicative structure is a traffic invariant for WAN traffic that co-exists with self-similarity. In particular, cascades allow us to refine the previously observed self-similar nature of data traffic to account for local irregularities in WAN traffic that are typically associated with networking mechanisms operating on small time scales, such as TCP flow control.To validate our approach, we show that recent measurements of Internet WAN traffic from both an ISP and a corporate environment are consistent with the proposed cascade paradigm and hence with multifractality. We rely on wavelet-based time-scale analysis techniques to visualize and to infer the scaling behavior of the traces, both globally and locally. We also discuss and illustrate with some examples how this cascade-based approach to describing data network traffic suggests novel ways for dealing with networking problems and helps in building intuition and physical understanding about the possible implications of multifractality on issues related to network performance analysis.