Modeling and analysis of power-tail distributions via classical teletraffic methods
Queueing Systems: Theory and Applications
Exact Buffer Overflow Calculations for Queues via Martingales
Queueing Systems: Theory and Applications
An MAP-Based Poisson cluster model for web traffic
Performance Evaluation
Variable Length Packet Switches: Input Queued Fabrics with Finite Buffers, Speedup, and Parallelism
HiPC '01 Proceedings of the 8th International Conference on High Performance Computing
A Performance Model for k-Ary n-Cube Networks with Self-Similar Traffic
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Performance Evaluation of Complex Systems: Techniques and Tools, Performance 2002, Tutorial Lectures
A Set of Tools for Traffic Modeling, Analysis and Experimentation
TOOLS '00 Proceedings of the 11th International Conference on Computer Performance Evaluation: Modelling Techniques and Tools
Local dependencies and poissonification: a case study
Performance Evaluation
Shaping self-similar traffic at access of optical network
Performance Evaluation
Modeling multiple IP traffic streams with rate limits
IEEE/ACM Transactions on Networking (TON)
Communication delay in hypercubic networks with LRD traffic
Proceedings of the 2004 ACM symposium on Applied computing
A Performance Model for Wormhole-Switched Interconnection Networks under Self-Similar Traffic
IEEE Transactions on Computers
Modeling IP traffic: joint characterization of packet arrivals and packet sizes using BMAPs
Computer Networks: The International Journal of Computer and Telecommunications Networking
Stochastic Analysis of Deterministic Routing Algorithms in the Presence of Self-Similar Traffic
The Journal of Supercomputing
On the effects of the packet size distribution on FEC performance
Computer Networks: The International Journal of Computer and Telecommunications Networking - Selected papers from the 3rd international workshop on QoS in multiservice IP networks (QoS-IP 2005)
An analytical model for hypercubes in the presence of multiple time-scale bursty traffic
Journal of Systems Architecture: the EUROMICRO Journal
Non-Gaussian and Long Memory Statistical Characterizations for Internet Traffic with Anomalies
IEEE Transactions on Dependable and Secure Computing
Markovian heavy-tailed signals fitting for communications performance analysis
MOAS'07 Proceedings of the 18th conference on Proceedings of the 18th IASTED International Conference: modelling and simulation
Characterization of moments and autocorrelation in MAPs
ACM SIGMETRICS Performance Evaluation Review
Estimating Markov-modulated compound Poisson processes
Proceedings of the 2nd international conference on Performance evaluation methodologies and tools
International Journal of Mobile Network Design and Innovation
Bound analysis of closed queueing networks with workload burstiness
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
How to parameterize models with bursty workloads
ACM SIGMETRICS Performance Evaluation Review
KPC-Toolbox: best recipes toward automatization of workload fitting
ACM SIGMETRICS Performance Evaluation Review
Markovian arrival process parameter estimation with group data
IEEE/ACM Transactions on Networking (TON)
Analysis of opportunistic spectrum sharing with Markovian arrivals and phase-type service
IEEE Transactions on Wireless Communications
Markovian heavy-tailed signals fitting for communications performance analysis
MS '07 The 18th IASTED International Conference on Modelling and Simulation
Delay versus energy consumption of the IEEE 802.16e sleep-mode mechanism
IEEE Transactions on Wireless Communications
CWS: a model-driven scheduling policy for correlated workloads
Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Statistical analysis of network traffic inter-arrival
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
A batch-service queueing model with a discrete batch Markovian arrival process
ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications
Building accurate workload models using Markovian arrival processes
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Markovian modelling of internet traffic
Network performance engineering
Building accurate workload models using Markovian arrival processes
ACM SIGMETRICS Performance Evaluation Review - Performance evaluation review
Internet traffic source based on hidden Markov model
NEW2AN'11/ruSMART'11 Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking
Bandwidth allocation under end-to-end percentile delay bounds
International Journal of Network Management
Computer Networks: The International Journal of Computer and Telecommunications Networking
Latency optimization for NoC design of H.264 decoder based on self-similar traffic modeling
ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications
A two-phase map fitting method with APH interarrival time distribution
Proceedings of the Winter Simulation Conference
Automation and Remote Control
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We present a simple Markovian framework for modeling packet traffic with variability over several time scales. We present a fitting procedure for matching second-order properties of counts to that of a second-order self-similar process. Our models essentially consist of superpositions of two-state Markov modulated Poisson processes (MMPPs). We illustrate that a superposition of four two-state MMPPs suffices to model second-order self-similar behavior over several time scales. Our modeling approach allows us to fit to additional descriptors while maintaining the second-order behavior of the counting process. We use this to match interarrival time correlations