Performance analysis of digital transmission systems
Performance analysis of digital transmission systems
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)
SIGCOMM '95 Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
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
On-line call admission for high-speed networks
On-line call admission for high-speed networks
The BMAP/G/1 QUEUE: A Tutorial
Performance Evaluation of Computer and Communication Systems, Joint Tutorial Papers of Performance '93 and Sigmetrics '93
On the relevance of time scales in performance oriented traffic characterizations
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 2
Evidence for long-tailed distributions in the internet
IMW '01 Proceedings of the 1st ACM SIGCOMM Workshop on Internet Measurement
Intelligent Traffic Engineering of Internets: Towards a Model-Based Approach
HiPC '01 Proceedings of the 8th International Conference on High Performance Computing
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
Performance Evaluation with Heavy Tailed Distributions
JSSPP '01 Revised Papers from the 7th International Workshop on Job Scheduling Strategies for Parallel Processing
Performance Evaluation with Heavy Tailed Distributions
TOOLS '00 Proceedings of the 11th International Conference on Computer Performance Evaluation: Modelling Techniques and Tools
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
Modeling frame-level errors in GSM wireless channels
Performance Evaluation - Internet performance symposium (IPS 2002)
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
An analytical study of peer-to-peer media streaming systems
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using partial differential equations to model TCP mice and elephants in large IP networks
IEEE/ACM Transactions on Networking (TON)
Traffic-Adaptive Packet Filtering of Denial of Service Attacks
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
Reducing traffic fluctuations of link state QoS routing algorithms in virtual circuit networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Beyond fluid models: modelling TCP mice in IP networks under non-stationary random traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
Dynamic spectrum access in WLAN channels: empirical model and its stochastic analysis
TAPAS '06 Proceedings of the first international workshop on Technology and policy for accessing spectrum
An efficient technique to analyze the impact of bursty TCP traffic in wide-area networks
Performance Evaluation
ASMTA '08 Proceedings of the 15th international conference on Analytical and Stochastic Modeling Techniques and Applications
Optimal scheduling of jobs with a DHR tail in the M/G/1 queue
Proceedings of the 3rd International Conference on Performance Evaluation Methodologies and Tools
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
IEEE/ACM Transactions on Networking (TON)
Differential equation models of flow-size based priorities in internet routers
International Journal of Systems, Control and Communications
Heterogeneity in contact dynamics: helpful or harmful to forwarding algorithms in DTNs?
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Impact of size-based scheduling on flow level performance in wireless downlink data channels
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
Analytical throughput for the channel MAC paradigm
MSN'07 Proceedings of the 3rd international conference on Mobile ad-hoc and sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Modeling contacts and mobility for wireless mobile networks
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Performance evaluation of a single node with general arrivals and service
ASMTA'11 Proceedings of the 18th international conference on Analytical and stochastic modeling techniques and applications
QoS-IP'05 Proceedings of the Third international conference on Quality of Service in Multiservice IP Networks
M/G/1/MLPS compared to M/G/1/PS
Operations Research Letters
| Hi-index | 0.00 |
Traffic measurements from communication networks have shown that many quantities characterizing network performance have long-tail probability distributions, i.e., with tails that decays more slowly than exponentially. Long-tail distributions can have a dramatic effect upon performance, but it is often difficult to describe this effect in detail, because performance models with component long-tail distributions tend to be difficult to analyze. We address this problem by developing an algorithm for approximating a long-tail distribution by a finite mixture of exponentials. The fitting algorithm is recursive over time scales. At each stage, an exponential component is fit in the largest remaining time scale and then the fitted exponential component is subtracted from the distribution. Even though a mixture of exponentials has an exponential tail, it can match a long-tail distribution in the regions of primary interest when there are enough exponential components.