We consider a G-network with Poisson flow of positive customers. Each positive customer entering the network is characterized by a set of stochastic parameters: customer route, the length of customer route, customer volume and his service length at each route stage as well. The following node types are considered: (0) an exponential node with servers, infinite buffer and FIFO discipline; (1) an infinite-server node; (2) a single-server node with infinite buffer and LIFO PR discipline; (3) a single-server node with infinite buffer and PS discipline. Negative customers arriving at each node also form a Poisson flow. A negative customer entering a node with customers in service, with probability chooses one of served positive customer as a “target”. Then, if the node is of a type 0 the negative customer immediately “kills” (displaces from the network) the target customer, and if the node is of types 1-3 the negative customer with given probability depending on parameters of the target customer route kills this customer and with complementary probability he quits the network with no service. A product form for the stationary probabilities of underlying Markov process is obtained.
Bocharov, Pavel  ; D'Apice, Ciro  ; Gavrilov, Evgeny  ; Pechinkin, Alexandre 1
@article{RO_2004__38_2_105_0,
author = {Bocharov, Pavel and D'Apice, Ciro and Gavrilov, Evgeny and Pechinkin, Alexandre},
title = {Product form solution for g-networks with dependent service},
journal = {RAIRO - Operations Research - Recherche Op\'erationnelle},
pages = {105--119},
year = {2004},
publisher = {EDP Sciences},
volume = {38},
number = {2},
doi = {10.1051/ro:2004015},
zbl = {1092.90010},
language = {en},
url = {https://www.numdam.org/articles/10.1051/ro:2004015/}
}
TY - JOUR AU - Bocharov, Pavel AU - D'Apice, Ciro AU - Gavrilov, Evgeny AU - Pechinkin, Alexandre TI - Product form solution for g-networks with dependent service JO - RAIRO - Operations Research - Recherche Opérationnelle PY - 2004 SP - 105 EP - 119 VL - 38 IS - 2 PB - EDP Sciences UR - https://www.numdam.org/articles/10.1051/ro:2004015/ DO - 10.1051/ro:2004015 LA - en ID - RO_2004__38_2_105_0 ER -
%0 Journal Article %A Bocharov, Pavel %A D'Apice, Ciro %A Gavrilov, Evgeny %A Pechinkin, Alexandre %T Product form solution for g-networks with dependent service %J RAIRO - Operations Research - Recherche Opérationnelle %D 2004 %P 105-119 %V 38 %N 2 %I EDP Sciences %U https://www.numdam.org/articles/10.1051/ro:2004015/ %R 10.1051/ro:2004015 %G en %F RO_2004__38_2_105_0
Bocharov, Pavel; D'Apice, Ciro; Gavrilov, Evgeny; Pechinkin, Alexandre. Product form solution for g-networks with dependent service. RAIRO - Operations Research - Recherche Opérationnelle, Tome 38 (2004) no. 2, pp. 105-119. doi: 10.1051/ro:2004015
[1] , and, Analysis of Queues in Computer Networks. Theory and Design Methods, Moscow, Nauka (1989) (in Russian). | MR
[2] and, The theory of queueing networks and its application to analysis of information-computer systems, in Itogi Nauki i Tekhniki. Teoria Veroyatnostei, Mat. Statistika, Teoret. Kibertetika 21 3-120. Moscow, VINITI (1983). | Zbl | MR
[3] ,, and, Open, closed and mixed networks of queues with different classes of customers. J. ACM 22 (1975) 248-260. | Zbl | MR
[4] and, G-networks: development of the theory of multiplicative networks. Autom. Remote Control 64 (2003) 714-739. | Zbl | MR
[5] and, Mémoires associatives: évaluation et architectures. C.R. Acad. Sci. Paris II 309 (1989) 523-526.
[6] and, Video quality and traffic QoS in learning-based subsampled and receiver-interpolated video sequences. IEEE J. on Selected Areas in Communications 18 (2000) 150-167.
[7] and, Adaptive object tracking and video compression. Network and Information Systems J. 1 (1999) 371-400.
[8] , Queuing networks with negative and positive customers. J. Appl. Prob. 28 (1991) 656-663. | Zbl | MR
[9] , and, G-networks with multiple classes of positive and negative customers. Theoret. Comp. Sci. 155 (1996) 141-156. | Zbl | MR
[10] , Réseaux stochastiques ouverts avec clients négatifs et positifs, et réseaux neuronaux. C.R. Acad. Sci. Paris II 309 (1989) 979-982. | MR
[11] , Random neural networks with positive and negative signals and product form solution. Neural Comput. 1 (1989) 502-510.
[12] , Réseaux neuronaux aléatoires stables. C.R. Acad. Sci. II 310 (1990) 177-180. | MR
[13] , Stable random neural networks. Neural Comput. 2 (1990) 239-247. | MR
[14] , G-networks with instantaneous customer movement. J. Appl. Probab. 30 (1993) 742-748. | Zbl | MR
[15] , G-Networks with signals and batch removal. Probab. Eng. Inform. Sci. 7 (1993) 335-342.
[16] , Learning in the recurrent random network. Neural Comput. 5 (1993) 154-164.
[17] , G-networks: An unifying model for queuing networks and neural networks. Ann. Oper. Res. 48 (1994) 433-461. | Zbl | MR
[18] , The first decade of G-networks. Eur. J. Oper. Res. 126 (2000) 231-232.
[19] and, Random neural networks with multiple classes of signals. Neural Comput. 11 (1999) 953-963.
[20] and, G-Networks with resets. Perform. Eval. 49 (2002) 179-192, also in Proc. IFIP WG 7.3/ACM-SIGMETRICS Performance '02 Conf., Rome, Italy (2002). | Zbl
[21] , and, Queues with negative arrivals. J. Appl. Probab. 28 (1991) 245-250. | Zbl | MR
[22] and, Learning in the multiple class random neural network. IEEE Trans. on Neural Networks 13 (2002) 1257-1267.
[23] and, G-networks with multiple classes of signals and positive customers. Eur. J. Oper. Res. 108 (1998) 293-305. | Zbl
[24] and, Analysis and Synthesis of Computer Systems. New York, London Academic Press (1980). | Zbl | MR
[25] and, Introduction to Queueing Networks. New York, Wiley (1998). | Zbl | MR
[26] and, Stability of product form G-Networks. Probab. Eng. Inform. Sci. 6 (1992) 271-276. | Zbl
[27] , and, Simulation with learning agents. Proc. of the IEEE 89 (2001) 148-157.
[28] and, On G-networks and resource allocation in multimedia systems. Eur. J. Oper. Res. 126 (2000) 308-318. | Zbl | MR
[29] , Networks of waiting lines. Oper. Res. 15 (1957) 234-265. | MR
[30] , Jobshop-like queueing systems. Manage. Sci. 10 (1963) 131-142.
[31] , Reversibility and Stochastic Networks. Chichester, Wiley (1979). | Zbl | MR
[32] , Entropy maximisation and queueing network models. Ann. Oper. Res. 48 (1994) 63-126. | Zbl
[33] and, Product form for open queueing networks with dependent service times, in Proc. Distributed Computer Communication Networks. Theory and Applications, Moscow: Institute for Information Transmission Problems RAS (1977) 171-178.
[34] , Telecommunication Networks: Protocols, Modeling and Analysis. New York, Addison Wesley (1987).
[35] , Queueing Networks and Product Forms. New York, Wiley (1993). | MR
[36] , Theoretical Foundations of Computer Network Design. Moscow, Tekhnosfera 2003 (in Russian).
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