Advances in Neural Information Processing Systems 11 by Michael S. Kearns, Michael J. Kearns, Sara A. Solla, David PDF

By Michael S. Kearns, Michael J. Kearns, Sara A. Solla, David A. Cohn

ISBN-10: 0262112450

ISBN-13: 9780262112451

The yearly convention on Neural details Processing structures (NIPS) is the flagship convention on neural computation. It attracts preeminent educational researchers from around the globe and is largely thought of to be a exhibit convention for brand new advancements in community algorithms and architectures. The extensive diversity of interdisciplinary learn components represented contains machine technology, neuroscience, information, physics, cognitive technological know-how, and plenty of branches of engineering, together with sign processing and regulate thought. purely approximately 30 percentage of the papers submitted are permitted for presentation at NIPS, so the standard is particularly excessive. those lawsuits include the entire papers that have been offered.

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The authors analyze the performance of voice quality when sent over the available bit rate (ABR) service in ATM networks using simulation. The simulation model was implemented using C11. The model includes two classes, a Switch class and a Node class. The Switch class implements all the functions performed by an ATM switch, namely receiving cells from sources, scheduling, switching, and running the ERICA congestion avoidance algorithm. The class is driven by two events: (a) arrival of a new connection, and (b) arrival of a new cell [21].

The study of such interactions and their optimization for better performance of MANET is the aim of this chapter. Among the current research challenges in MANET is adaptation of the routing algorithms which are designed for static networks. Indeed, these algorithms are unsuitable for this type of network because of the node mobility, which makes the localization of the destination at a given time very difficult. Several routing protocols for MANET have been developed [4]; each protocol tries to maximize network Modeling and Simulation of Computer Networks and Systems.

26] Obaidat MS, Obeidat S. Modeling and simulation of adaptive ABR voice over ATM networks, simulation: transactions of the society for modeling and simulation international. SCS 2002;78(3):139À49. [27] Cavalcanti E, Spohn M. Predicting mobility metrics through regression analysis for random, group, and grid-based mobility models in MANETs. In: Proceedings of the IEEE symposium on computers and communications ISCC. Riccione, Italy; 2010. p. 443À48. C. Rodrigues5, and Mustapha Lalam2 1 UHA University, Mulhouse Cedex, France 2 UMMTO, Tizi-Ouzou, Algeria 3 USTHB, Bab Ezzouar, Algeria 4 Universidad Polite`cnica de Vale`ncia, Vale`ncia, Spain 5 Instituto de Telecomunicac¸o˜es, University of Beira Interior, Covilha˜, Portugal 1 INTRODUCTION A MANET (Mobile Ad hoc NETwork) [1] is a collection of hosts equipped with antennas which can communicate among each other without any centralized administration, using a wireless communication technology such as WiFi, Bluetooth, etc.

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Advances in Neural Information Processing Systems 11 by Michael S. Kearns, Michael J. Kearns, Sara A. Solla, David A. Cohn


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