IEEE/ACM Transactions on Networking (TON)
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
IEEE/ACM Transactions on Networking (TON)
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Self-similarity in World Wide Web traffic: evidence and possible causes
IEEE/ACM Transactions on Networking (TON)
Fair scheduling in wireless packet networks
IEEE/ACM Transactions on Networking (TON)
A unified architecture for the design and evaluation of wireless fair queueing algorithms
Wireless Networks - Selected Papers from Mobicom'99
A most probable path approach to queueing systems with general Gaussian input
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Advances in modeling and engineering of Longe-Range dependent traffic
Generalized processor sharing with light-tailed and heavy-tailed input
IEEE/ACM Transactions on Networking (TON)
A Performance Model for Wormhole-Switched Interconnection Networks under Self-Similar Traffic
IEEE Transactions on Computers
IEEE Transactions on Mobile Computing
IEEE Transactions on Mobile Computing
Queueing processes in GPS and PGPS with LRD traffic inputs
IEEE/ACM Transactions on Networking (TON)
Dynamic fair scheduling with QoS constraints in multimedia wideband CDMA cellular networks
IEEE Transactions on Wireless Communications
Multiple-access interference processes are self-similar in multimedia CDMA cellular networks
IEEE Transactions on Information Theory
On the impact of IEEE 802.11 MAC on traffic characteristics
IEEE Journal on Selected Areas in Communications
Statistical analysis of the generalized processor sharing scheduling discipline
IEEE Journal on Selected Areas in Communications
Dynamic neural-based buffer management for queuing systems with self-similar characteristics
IEEE Transactions on Neural Networks
A comprehensive analytical model for weighted fair queuing under multi-class self-similar traffic
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
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The well-known Generalized Processor Sharing (GPS) scheduling principle and its variants have received tremendous research efforts due to their appealing properties of fairness, traffic isolation, and work conservation. Traffic self-similarity is highly detrimental to the performance of scheduling mechanisms and communication networks. This paper proposes a novel and heuristic flow-decomposition approach to performance modeling of the GPS system under self-similar traffic. Based on the comprehensive analysis of the excess service sharing behavior of traffic flows, we decompose the GPS system equivalently into a group of single-server single-queue systems. Extensive simulation experiments are used to validate the correctness of the proposed flow-decomposition approach as well as the analytical performance results.