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A QoS-based routing approach using genetic algorithms for bandwidth maximisation in networks

T.R. Gopalakrishnan Nair, Kavitha Sooda, R. Selvarani
2014 International Journal of Artificial Intelligence and Soft Computing  
The proposed solution for route discovery uses the genetic algorithm approach for a QoS based network.  ...  The input to the genetic algorithm is a learnt module which is a part of the cognitive router that takes care of four QoS parameters.  ...  Planning how to deal with multiple goals, using same resources is also taken care by this approach. Genetic Algorithms Genetic algorithms are a part of evolutionary computing.  ... 
doi:10.1504/ijaisc.2014.059289 fatcat:6mjfffncnfc3foqodk7mgj5jry

Unicast QoS Routing Algorithms for SDN: A Comprehensive Survey and Performance Evaluation

Jochen W. Guck, Amaury Van Bemten, Martin Reisslein, Wolfgang Kellerer
2018 IEEE Communications Surveys and Tutorials  
We close this gap in the literature by conducting a comprehensive up-to-date survey of centralized QoS routing algorithms.  ...  Fast and close to optimal quality of service (QoS) routing algorithms, e.g., delay-constrained leastcost (DCLC) routing algorithms, are required for routing flows in such networks with strict delay requirements  ...  Thus, results of computations for prior QoS routing runs, e.g., SP trees, cannot be stored and re-used for future QoS routing runs. • The constraint must be guaranteed by the algorithm.  ... 
doi:10.1109/comst.2017.2749760 fatcat:7xqye3r3tjg5bd2nqnlzmw6aym

A Global Graph-based Approach for Transaction and QoS-aware Service Composition

Hai Liu
2011 KSII Transactions on Internet and Information Systems  
In this paper, we propose a novel global selection-optimal approach in WSC by considering both transactional constraints and end-to-end QoS constraints.  ...  After that, we present Graph-building algorithms and an optimal selection algorithm to explain the specific execution procedures.  ...  They made use of historical user information to amend user incomplete preferences, and then improved QoS-aware web services selection.  ... 
doi:10.3837/tiis.2011.07.003 fatcat:wf5ggaxlpbd7lgihoavh5pkh3u

Novel Framework-Based Routing for Task-Adaptive Mobile Networks of Unmanned Aerial Vehicular

Zhe Chu, Zhijing Ye, Jiamiao Zhao, Linsheng He, Iftikhar Rasheed
2022 Electronics  
The proposed routing scheme ensures that the packets flow along the more stable network regions (thus with a lower packet loss rate).  ...  a stable and reliable MANET framework extraction algorithm which aids in routing table generation. (3) Real-time Unix system protocol implementation and emulation based on Common Open Research Emulator  ...  Informed Consent Statement: Not applicable. Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics11030425 fatcat:whkax2ekzvf4vjq5j6mlzob2fq

A Survey on Cognitive Packet Networks: Taxonomy, State-of-the-art, Recurrent Neural Networks, and QoS Metrics

Partha Pratim Ray
2021 Journal of King Saud University: Computer and Information Sciences  
Further, packets dynamically adapt environmental changes by using recurrent neural network-based learning algorithms.  ...  Mapping cognitive features along with enrichment of quality of service is the main task of CPN.  ...  Thus, partial route information could be computed against the required QoS value in the intermediate node.  ... 
doi:10.1016/j.jksuci.2021.05.017 fatcat:ev6ymafyi5d4dnjjlv3cwpibve

Genetic Algorithms in Wireless Networking: Techniques, Applications, and Issues [article]

Usama Mehboob, Junaid Qadir, Salman Ali, Athanasios Vasilakos
2014 arXiv   pre-print
Genetic algorithms (GAs) provide a well-established framework for implementing artificial intelligence tasks such as classification, learning, and optimization.  ...  Due to the dynamic, and often unknown, operating conditions, modern wireless networking standards increasingly rely on machine learning and artificial intelligence algorithms.  ...  Fuzzy systems that utilize fuzzy logic are highly suited to problems with imprecise, noisy, and incomplete input information.  ... 
arXiv:1411.5323v1 fatcat:ti4spodypja2hebqtttzuq77pa

Inter-domain QoS routing on Diffserv networks: a region-based approach

Ibrahim T. Okumus, Haci A. Mantar, Junseok Hwang, Steve J. Chapin
2005 Computer Communications  
Our architecture is scalable and does not suffer from the problems caused by hierarchical routing.  ...  Quality of Service (QoS) routing is inherently a difficult problem. Inter-domain QoS routing is even harder, because it involves entities residing in distinct administrative domains.  ...  One important issue we have to point out with this suggestion is the possibility of the incompleteness of topologies generated by using these routing tables.  ... 
doi:10.1016/j.comcom.2004.08.018 fatcat:q47pbtyyxbdahcifxy5frlzmvy

Quality of Services Provisioning in Wireless Sensor Networks using Artificial Neural Network: A Survey

Mohit Mittal, Krishan Kumar
2015 International Journal of Computer Applications  
It has mainly comprised of small sensor nodes (SNs) with limited resources. Individual SNs are connected with each other and make the communication possible.  ...  In this paper we have surveyed artificial neural network for different QOS parameters of WSN. Artificial neural network (ANN) is very prominent emerging area for WSN applications.  ...  A unit collects information provided by other units (or by the external world) to which it is connected with weighted connections called synapses.  ... 
doi:10.5120/20553-2931 fatcat:fuaej2kk5bavphxena7w5xvuzy

Bandwidth Assurance Using Energetic Fusion Channel In Ad-Hoc Networks

Mr.P.Vinoth Kumar, Mrs. S.Shobana
2014 IOSR Journal of Computer Engineering  
Hence, the effort of routing algorithms is on improving the network capacity or the performance of individual transfers for this, the system use Ad-hoc On-Demand Multi Path Distance Vector (AOMDV) for  ...  selecting and Demanding Shortest Path for transmission with Bandwidth Assurances.  ...  A routing metric is a value assigned by a routing algorithm and used to determine whether one route performs better than another.  ... 
doi:10.9790/0661-16231624 fatcat:2o3h6jo5rbdjvglzbiaouscjzq

Computational Intelligence in Multimedia Networking and Communications: Trends and Future Directions [chapter]

Parthasarathy Guturu
2008 Studies in Computational Intelligence  
of resources and traffic, routing, multicasting, media composition, encoding, media streaming and synchronization, and on-demand servers and services.  ...  This paper presents a review of the current literature on computational intelligence based approaches to various problems in multimedia networking and communications such as call admission control, management  ...  under uncertainty, and handle imprecise or incomplete information.  ... 
doi:10.1007/978-3-540-76827-2_2 fatcat:7pat2jzdezcu5jxa5g52qj4fnq

MPLS advantages for traffic engineering

G. Swallow
1999 IEEE Communications Magazine  
No awkward, possibly incomplete QoS translation occurs as it often does when mapping IP onto ATM.  ...  The IP backbone is connected by a complete mesh of virtual circuits (VCs). This serves to thwart the normal aggregation that occurs hop by hop in an IP backbone with destinationbased routing.  ... 
doi:10.1109/35.809385 fatcat:vngdrp6tsvbqbcgkysw5voxnxu

Multimedia communication

L.C. Wolf, C. Griwodz, R. Steinmetz
1997 Proceedings of the IEEE  
Multimedia communication deals with the transfer, the protocols, services and mechanisms of discrete media data (such as text and graphics) and continuous media data (like audio and video) in/over digital  ...  Acknowledgments The multimedia systems and networking experience gained with all our team members at the IBM European Networking Center in Heidelberg and the Darmstadt University of Technology made possible  ...  Examples for missing or incomplete parts, especially with respect to the QoS provisioning part of multimedia communication, are QoS routing and pricing mechanisms.  ... 
doi:10.1109/5.650175 fatcat:fg76dverzngvdkpkhkw2zxikmy

Medium Access Control in Ultra-Wideband Wireless Networks

X.S. Shen, W. Zhuang, H. Jiang, J. Cai
2005 IEEE Transactions on Vehicular Technology  
Ultra-wideband (UWB) transmission is an emerging wireless communication technology with unique potential merits such as high-rate, low-transmission power, immunity to multipath propagation, and capability  ...  Index Terms-Medium access control (MAC), quality of service (QoS), resource allocation, ultra-wideband (UWB) transmission, wireless personal area network (WPAN).  ...  With an effective routing mechanism, complexity can be reduced in the joint routing/MAC design. • Power/rate control can take advantage of the location information.  ... 
doi:10.1109/tvt.2005.853888 fatcat:6r2lxylc4fcqbdg4gspfrqn6du

Towards a commodity solution for the internet of things

Haifeng Xu, William O. Collinge, Laura A. Schaefer, Amy E. Landis, Melissa M. Bilec, Alex K. Jones
2016 Computers & electrical engineering  
These devices are battery operated with relatively long lifetimes, making them highly portable and mobile.  ...  Embedded-class processors found in commodity palmtop computers continue to become increasingly capable.  ...  The improved Dijkstra routing with QoS effectively avoids sustained performance degradation experienced with the original routing algorithm.  ... 
doi:10.1016/j.compeleceng.2016.03.009 fatcat:eiq3sqg2dfdijc6fdl524sk32u

A Transmission optimization algorithm for smart load controllers

2019 Turkish Journal of Electrical Engineering and Computer Sciences  
This paper introduces a transmission optimization algorithm for wireless transmissions between smart load controllers and a corresponding gateway in wireless personal area networks, where smart load controllers  ...  The proposed algorithm allows the smart load controller to efficiently reduce traffic load even if watt-hours calculated in the smart load controllers are the same as the watt-hours in the gateway and  ...  This algorithm aims to increase QoS in the wireless metering network by optimizing network traffic and provide more reliability and efficiency with the smart grid.  ... 
doi:10.3906/elk-1904-114 fatcat:zmse43k3xzarfgihriar43uieq
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