Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations
Queue response to input correlation functions: discrete spectral analysis
IEEE/ACM Transactions on Networking (TON)
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
The KDD process for extracting useful knowledge from volumes of data
Communications of the ACM
Communications of the ACM
On a Markov modulated chain exhibiting self-similarities over finite timescale
Performance Evaluation
Self-similarity in World Wide Web traffic: evidence and possible causes
IEEE/ACM Transactions on Networking (TON)
Modeling TCP throughput: a simple model and its empirical validation
Proceedings of the ACM SIGCOMM '98 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)
An Algorithm for Convex Polytopes
Journal of the ACM (JACM)
A stochastic model of TCP/IP with stationary random losses
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
The failure of TCP in high-performance computational grids
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
Linux IP Stacks Commentary
INFOCOM '97 Proceedings of the INFOCOM '97. Sixteenth Annual Joint Conference of the IEEE Computer and Communications Societies. Driving the Information Revolution
TCP Congestion Control and Heavy Tails
TCP Congestion Control and Heavy Tails
How Does TCP Generate Pseudo-Self-Similarity?
MASCOTS '01 Proceedings of the Ninth International Symposium in Modeling, Analysis and Simulation of Computer and Telecommunication Systems
On the Autocorrelation Structure of TCP Traffic TITLE2:
On the Autocorrelation Structure of TCP Traffic TITLE2:
A Stochastic Model of TCP Reno Congestion Avoidence and Control
A Stochastic Model of TCP Reno Congestion Avoidence and Control
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
A wavelet-based joint estimator of the parameters of long-range dependence
IEEE Transactions on Information Theory
Modeling video traffic using M/G/∞ input processes: a compromise between Markovian and LRD models
IEEE Journal on Selected Areas in Communications
The pseudo-self-similar traffic model: application and validation
Performance Evaluation - Dependable systems and networks-performance and dependability symposium (DSN-PDS) 2002: Selected papers
Performance of a Leaky Bucket System with Long-Range Dependent Input Traffic
Queueing Systems: Theory and Applications
Multimedia streaming via TCP: an analytic performance study
Proceedings of the joint international conference on Measurement and modeling of computer systems
Conceptual construction on incomplete survey data
Data & Knowledge Engineering
Multimedia streaming via TCP: an analytic performance study
Proceedings of the 12th annual ACM international conference on Multimedia
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
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
A counterexample in congestion control of wireless networks
MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
On TCP and self-similar traffic
Performance Evaluation - Long range dependence and heavy tail distributions
Design and evaluation of web proxies by leveraging self-similarity of web traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Network modelling and simulation
A counterexample in congestion control of wireless networks
Performance Evaluation
Evaluation of network traffic workload scaling techniques
Computer Communications
Multimedia streaming via TCP: An analytic performance study
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multipath live streaming via TCP: scheme, performance and benefits
CoNEXT '07 Proceedings of the 2007 ACM CoNEXT conference
Passive analysis of TCP anomalies
Computer Networks: The International Journal of Computer and Telecommunications Networking
Using LiTGen, a realistic IP traffic model, to evaluate the impact of burstiness on performance
Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops
Multipath live streaming via TCP: Scheme, performance and benefits
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Catching IP traffic burstiness with a lightweight generator
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
Investigating self-similarity and heavy-tailed distributions on a large-scale experimental facility
IEEE/ACM Transactions on Networking (TON)
An analytical evaluation of autocorrelations in TCP traffic
AINTEC'05 Proceedings of the First Asian Internet Engineering conference on Technologies for Advanced Heterogeneous Networks
Semantic compression of TCP traces
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
Bandwidth allocation under end-to-end percentile delay bounds
International Journal of Network Management
Review: A critical look at power law modelling of the Internet
Computer Communications
A study of robust active queue management schemes for correlated traffic
Computer Communications
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The statistical characteristics of network traffic--in particular the observation that it can exhibit long range dependence--have received considerable attention from the research community over the past few years. In addition, the recent claims that the TCP protocol can generate traffic with long range dependent behavior has also received much attention. Contrary to the latter claims, in this paper we show that the TCP protocol can generate traffic with correlation structures that spans only an analytically predictable finite range of time-scales. We identify and analyze separately the two mechanisms within TCP that are responsible for this scaling behavior: timeouts and congestion avoidance. We provide analytical models for both mechanisms that, under the proper loss probabilities, accurately predict the range in time-scales and the strength of the sustained correlation structure of the traffic sending rate of a single TCP source. We also analyze an existing comprehensive model of TCP that accounts for both mechanisms and show that TCP itself exhibits a predictable finite range of time-scales under which traffic presents sustained correlations. Our claims and results are derived from Markovian models that are supported by simulations. We note that traffic generated by TCP can be misinterpreted to have long range dependence, but that long range dependence is not possible due to inherent finite time-scales of the mechanisms of TCP.