Inductive Approaches for Packet Scheduling in Communication Networks

[1]  Dorothy Ndedi Monekosso,et al.  The analysis and performance evaluation of the pheromone‐Q‐learning algorithm , 2004, Expert Syst. J. Knowl. Eng..

[2]  Abhay Parekh,et al.  A generalized processor sharing approach to flow control in integrated services networks: the single-node case , 1993, TNET.

[3]  Peter Dayan,et al.  Q-learning , 1992, Machine Learning.

[4]  Mohammad S. Obaidat,et al.  Editorial Artificial Neural Networks To Systems, Man, And Cybernetics: Characteristics, Structures, And Applications , 1998, IEEE Trans. Syst. Man Cybern. Part B.

[5]  Peter Dayan,et al.  The convergence of TD(λ) for general λ , 1992, Machine Learning.

[6]  John B. Nagle,et al.  On Packet Switches with Infinite Storage , 1987, IEEE Trans. Commun..

[7]  François Toutain.  Ordonnancement de paquets équitable par les disciplinesgps etdgps , 1998, Ann. des Télécommunications.

[8]  Richard S. Sutton,et al.  Learning to predict by the methods of temporal differences , 1988, Machine Learning.

[9]  Georgios I. Papadimitriou.  A New Approach to the Design of Reinforcement Schemes for Learning Automata: Stochastic Estimator Learning Algorithms , 1994, IEEE Trans. Knowl. Data Eng..

[10]  Michael I. Jordan,et al.  MASSACHUSETTS INSTITUTE OF TECHNOLOGY ARTIFICIAL INTELLIGENCE LABORATORY and CENTER FOR BIOLOGICAL AND COMPUTATIONAL LEARNING DEPARTMENT OF BRAIN AND COGNITIVE SCIENCES , 1996 .

[11]  Toshinori Munakata,et al.  Fuzzy systems: an overview , 1994, CACM.

[12]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[13]  Peter Dayan,et al.  Technical Note: Q-Learning , 2004, Machine Learning.

[14]  Kumpati S. Narendra,et al.  Learning Automata - A Survey , 1974, IEEE Trans. Syst. Man Cybern..

[15]  Abdelhamid Mellouk,et al.  State-dependent packet scheduling for QoS routing in a dynamically changing environment , 2009, Telecommun. Syst..

[16]  Chung Laung Liu,et al.  Scheduling Algorithms for Multiprogramming in a Hard-Real-Time Environment , 1989, JACM.

[17]  Alok N. Choudhary,et al.  Time dependent priority scheduling for guaranteed QoS systems , 1997, Proceedings of Sixth International Conference on Computer Communications and Networks.

[18]  Danny Dolev,et al.  Probabilistic fair queuing , 2001, 2001 IEEE Workshop on High Performance Switching and Routing (IEEE Cat. No.01TH8552).

[19]  Song Wang,et al.  Integrating Priority with Share in the Priority-Based Weighted Fair Queuing Scheduler for Real-Time Networks , 2004, Real-Time Systems.