@article {Hayat20191040,
	title = {A signaling game-based approach for Data-as-a-Service provisioning in IoT-Cloud},
	journal = {Future Generation Computer Systems},
	volume = {92},
	year = {2019},
	note = {cited By 1},
	pages = {1040-1050},
	doi = {10.1016/j.future.2017.10.001},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034971596\&doi=10.1016\%2fj.future.2017.10.001\&partnerID=40\&md5=da16debd38f36b3509fc36e9edb8e561},
	author = {Hayat, R. and Sabir, E. and Badidi, E. and Elkoutbi, M.}
}
@conference {Routaib2017732,
	title = {An asymmetrical nash bargaining for adaptive and automated context negotiation in pervasive environments},
	booktitle = {2017 14th IEEE Annual Consumer Communications and Networking Conference, CCNC 2017},
	year = {2017},
	note = {cited By 0},
	pages = {732-736},
	abstract = {To cope with the energy performance concern of pervasive and Internet-of-Thing (IoT) devices, current pervasive systems require intelligent algorithms that can change the behavior of the devices and the overall network. Making the devices aware of their states and able to adjust their operative modes using context information has the potential to achieve better energy performance. Context information is typically obtained from environmental sensors, device sensors, and from external sources. In this work, we study the marketing of context-aware services through an adaptive context negotiation model. The negotiation process between context consumers and one or several context providers aims to satisfy the preferences of each the negotiating party concerning the quality-of-context (QoC) levels required by the context consumer. The proposed negotiation model uses an asymmetrical {\textquoteright}Power Bargaining{\textquoteright} model in which each negotiating party can influence the other party. It implements a learning algorithm for a symmetrical bargaining model. Numerical evaluation of the model shows the convergence of the Nash Bargaining Solution (NBS) by using a learning algorithm. {\textcopyright} 2017 IEEE.},
	doi = {10.1109/CCNC.2017.7983225},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027412664\&doi=10.1109\%2fCCNC.2017.7983225\&partnerID=40\&md5=70dd3b4a091642d07bcfa73b03f0fd96},
	author = {Routaib, H. and Badidi, E. and Sabir, E. and Elkoutbi, M.}
}
@article {Hayat2017,
	title = {A signaling game-based approach for Data-as-a-Service provisioning in IoT-Cloud},
	journal = {Future Generation Computer Systems},
	year = {2017},
	note = {cited By 0; Article in Press},
	abstract = {The impressive progress in sensing technology over the last few years has contributed to the proliferation and popularity of the Internet of Things (IoT) paradigm and to the adoption of Sensor Clouds for provisioning smart ubiquitous services. Also, the massive amount of data generated by sensors and smart objects led to a new kind of services known as Data-as-a-Service (DaaS). The quality of these services is highly dependent on the quality of sensed data (QoD), which is characterized by a number of quality attributes. DaaS provisioning is typically governed by a Service Level Agreement (SLA) between data consumers and DaaS providers. In this work, we propose a game-based approach for DaaS Provisioning, which relies on signaling based model for the negotiation of several QoD attributes between DaaS providers and data consumers. We consider that these entities are adaptive, rational, and able to negotiate the QoD offering even in the case of incomplete information about the other party. We use in the negotiation between the two parties a Q-learning algorithm for the signaling model and a Multi Attributes Decision Making (MADM) model to select the best signal. Moreover, we empirically validate the MADM model using Shannon{\textquoteright}s entropy. The results obtained in the case of a multi-stages negotiation scenario show the convergence towards the pooling equilibrium. {\textcopyright} 2017.},
	doi = {10.1016/j.future.2017.10.001},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034971596\&doi=10.1016\%2fj.future.2017.10.001\&partnerID=40\&md5=da16debd38f36b3509fc36e9edb8e561},
	author = {Hayat, R. and Sabir, E. and Badidi, E. and Elkoutbi, M.}
}
@article {Choukri20122121,
	title = {AODV protocol behavior based on H.264 multiservice traffic},
	journal = {International Review on Computers and Software},
	volume = {7},
	number = {5},
	year = {2012},
	note = {cited By 2},
	pages = {2121-2125},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84873308095\&partnerID=40\&md5=a7d603a75c0b90d10b0e6ac5e06924fe},
	author = {Choukri, A. and Amnai, M. and Habbani, A. and Elkoutbi, M.}
}
@article {Choukri2012208,
	title = {Behavior of ad hoc routing protocols in multi service traffic},
	journal = {Journal of Theoretical and Applied Information Technology},
	volume = {43},
	number = {2},
	year = {2012},
	note = {cited By 1},
	pages = {208-213},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84867186214\&partnerID=40\&md5=af5b22cc20366d5220d91fac8886944e},
	author = {Choukri, A. and Habbani, A. and Elkoutbi, M.}
}
@conference {ElKhaddar2012440,
	title = {Emerging wireless technologies in e-health: Trends, challenges, and framework design issues},
	booktitle = {Proceedings of 2012 International Conference on Multimedia Computing and Systems, ICMCS 2012},
	year = {2012},
	note = {cited By 20},
	pages = {440-445},
	doi = {10.1109/ICMCS.2012.6320276},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84869803375\&doi=10.1109\%2fICMCS.2012.6320276\&partnerID=40\&md5=3f8a7111cfa37918453a942aa23762f3},
	author = {El Khaddar, M.A. and Harroud, H. and Boulmalf, M. and Elkoutbi, M. and Habbani, A.}
}
@conference { ISI:000310353000095,
	title = {Enhancing performance OLSR in MANET},
	booktitle = {2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS)},
	year = {2012},
	note = {International Conference on Multimedia Computing and Systems (ICMCS), Tangiers, MOROCCO, MAY 10-12, 2012},
	pages = {506-510},
	publisher = {Morocco Sect MTT/AP Joint Chapter},
	organization = {Morocco Sect MTT/AP Joint Chapter},
	abstract = {The performance of a Mobile Ad hoc Network (MANET) is closely related to the capability of the implemented routing protocol to adapt itself to unpredictable changes of topology network and link status. The Optimized Link State Routing (OLSR) protocol is a one key of the proactive routing protocols for MANETs. It is based on the multi-point relays (MPRs) technique to reach all nodes in the network with a limited number of broadcasts. In this paper, we propose new version of the original OLSR protocol based on a new density parameter, in the goal to enhance and adapt it in the presence of the mobility. Also we will analyze and compare the performance of protocols based on a density criterion (Di1OLSR \& D2iOLSR), mobility criterion (MobOLSR) and OLSR standard using NS-2 network simulator.},
	isbn = {978-1-4673-1520-3},
	author = {Loutfi, A. and Elkoutbi, M.},
	editor = {Essaaidi, M and Zaz, Y}
}
@conference { ISI:000310353000098,
	title = {OPTIMIZING THE PROCESS OF OLSR CLUSTERING BASED ON MOBILITY AND DENSITY IN AD HOC NETWORKS},
	booktitle = {2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS)},
	year = {2012},
	note = {International Conference on Multimedia Computing and Systems (ICMCS), Tangiers, MOROCCO, MAY 10-12, 2012},
	pages = {523-527},
	publisher = {Morocco Sect MTT/AP Joint Chapter},
	organization = {Morocco Sect MTT/AP Joint Chapter},
	abstract = {The main ad hoc routing protocols that were proposed generally operate only on flat networks. However the IP networks have always been of a hierarchical nature, for scalability and manageability reasons. In this paper, we propose a novel clustering algorithm for OLSR based on the density and mobility of nodes. Our algorithm takes into account the node mobility and gives major improvements regarding the number of elected cluster heads. Our objective is to elect a reduced and less mobile cluster heads that will serve for provide hierarchical routing using OLSR.},
	isbn = {978-1-4673-1520-3},
	author = {Loutfi, A. and Elkoutbi, M.},
	editor = {Essaaidi, M and Zaz, Y}
}
@article {Enneya2011479,
	title = {A dynamic timestamp discrepancy against replay attacks in MANET},
	journal = {Communications in Computer and Information Science},
	volume = {254 CCIS},
	number = {PART 4},
	year = {2011},
	note = {cited By 0},
	pages = {479-489},
	doi = {10.1007/978-3-642-25483-3_40},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-82955164015\&doi=10.1007\%2f978-3-642-25483-3_40\&partnerID=40\&md5=ad023b905f7e8c18ada1a4d0d7e2c224},
	author = {Enneya, N. and Baayer, A. and Elkoutbi, M.}
}
@article {Ouacha2011607,
	title = {Energy consumption of mobile intelligent system},
	journal = {International Review on Computers and Software},
	volume = {6},
	number = {4},
	year = {2011},
	note = {cited By 1},
	pages = {607-614},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-81255192184\&partnerID=40\&md5=b26045da71d43042643a0b6b4648f535},
	author = {Ouacha, A. and Lakki, N. and Habbani, A. and Oubaha, J. and Elkoutbi, M. and Abbadi, J.E.}
}
@conference {Loutfi2011,
	title = {Evaluation and enhancement of ZRP performances},
	booktitle = {International Conference on Multimedia Computing and Systems -Proceedings},
	year = {2011},
	note = {cited By 1},
	doi = {10.1109/ICMCS.2011.5945733},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-79961241118\&doi=10.1109\%2fICMCS.2011.5945733\&partnerID=40\&md5=5a583d1e9ea62542b129ba346368928b},
	author = {Loutfi, A. and Elkoutbi, M.}
}
@article {Ajana201119,
	title = {FlexRFID middleware in the supply chain: Strategic values and challenges},
	journal = {International Journal of Mobile Computing and Multimedia Communications},
	volume = {3},
	number = {2},
	year = {2011},
	note = {cited By 0},
	pages = {19-32},
	doi = {10.4018/jmcmc.2011040102},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-80052879454\&doi=10.4018\%2fjmcmc.2011040102\&partnerID=40\&md5=3256e261ddc2de34d29749a6b36fe5bf},
	author = {Ajana, M.E. and Harroud, H. and Boulmalf, M. and Elkoutbi, M.}
}
@conference {Oubaha2011,
	title = {New approach: Mapping of 802.11e into MPLS domains},
	booktitle = {International Conference on Multimedia Computing and Systems -Proceedings},
	year = {2011},
	note = {cited By 2},
	doi = {10.1109/ICMCS.2011.5945692},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-79961236232\&doi=10.1109\%2fICMCS.2011.5945692\&partnerID=40\&md5=29b437172dc2f468633f19d9746c8f92},
	author = {Oubaha, J. and Habbani, A. and Elkoutbi, M.}
}
@article {Oubaha2011470,
	title = {New method: Mapping of 802.11e into MPLS domains, conception and experimentation},
	journal = {Communications in Computer and Information Science},
	volume = {189 CCIS},
	number = {PART 2},
	year = {2011},
	note = {cited By 1},
	pages = {470-483},
	doi = {10.1007/978-3-642-22410-2_41},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-79960314840\&doi=10.1007\%2f978-3-642-22410-2_41\&partnerID=40\&md5=bcede67baa306a12241511a09bbdf24c},
	author = {Oubaha, J. and Echchaachoui, A. and Ouacha, A. and Elkoutbi, M.}
}
@conference {Oubaha2010,
	title = {Multi-criteria path optimization in MPLS networks},
	booktitle = {2010 5th International Symposium on I/V Communications and Mobile Networks, ISIVC 2010},
	year = {2010},
	note = {cited By 0},
	doi = {10.1109/ISVC.2010.5656215},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-78651476901\&doi=10.1109\%2fISVC.2010.5656215\&partnerID=40\&md5=80d2db09aa1ec387e76a137bf94a9e0f},
	author = {Oubaha, J. and Habbani, A. and Elkoutbi, M.}
}
@conference {Enneya2009327,
	title = {A game theory approach for enhancing QoS-aware routing in mobile ad hoc networks},
	booktitle = {2009 1st International Conference on Networked Digital Technologies, NDT 2009},
	year = {2009},
	note = {cited By 5},
	pages = {327-333},
	doi = {10.1109/NDT.2009.5272153},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-70450186591\&doi=10.1109\%2fNDT.2009.5272153\&partnerID=40\&md5=ad4cf8e5abf1cfb627bffe71394afa94},
	author = {Enneya, N. and Elmeziane, R. and Elkoutbi, M.}
}
@conference {Oudidi200911,
	title = {A mobility based metric for QoS in mobile ad hoc netwoks},
	booktitle = {Proceedings of the 9th IASTED International Conference on Wireless and Optical Communications, WOC 2009},
	year = {2009},
	note = {cited By 1},
	pages = {11-18},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-74549200833\&partnerID=40\&md5=0b96245d706ab90e109dba937687a115},
	author = {Oudidi, K. and Elkoutbi, M.}
}
@article {4562825020091002,
	title = {Using Mobility to Enhance Routing Process in MIS System.},
	journal = {International Journal of Interactive Mobile Technologies},
	volume = {3},
	number = {S2},
	year = {2009},
	pages = {24 - 32},
	abstract = {This paper introduces the original Mobile Intelligent System (MIS) in an embedded Field-Programmable Gate Array (FPGA) architecture. This would allow the construction of autonomous mobile network units which can move in environments that are unknown, inaccessible or hostile for human beings, in order to collect data by various sensors and route it to a distant processing unit. To have a better performing routing process, we propose a new mobility measure. Each node measures its own mobility in the network, based on its neighbors{\textquoteright} information. This measure has no unit and is calculated by quantification in regular time intervals. [ABSTRACT FROM AUTHOR]},
	keywords = {ad hoc networks, Computer architecture, Information systems embedded application, Intelligent agents (Computer software), intelligent sensors, Mobile communication systems, multipoint relays, node mobility and mobility quantification, OLSR protocol, Routers (Computer networks), Routing (Computer network management) {\textendash} Equipment \& supplies, wireless sensor network},
	issn = {18657923},
	url = {http://search.ebscohost.com/login.aspx?direct=true\&db=iih\&AN=45628250\&site=ehost-live},
	author = {Oudidi, K. and Habbani, A. and Elkoutbi, M.}
}
@conference {Oubaha2008,
	title = {802.11 Mobile networks combined to QoS IP networks},
	booktitle = {2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications, ICTTA},
	year = {2008},
	note = {cited By 0},
	doi = {10.1109/ICTTA.2008.4530207},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-49149091439\&doi=10.1109\%2fICTTA.2008.4530207\&partnerID=40\&md5=cc7a1092940a0c44e4c4587dd32329f4},
	author = {Oubaha, J. and Elkoutbi, M.}
}
@conference {Idri2008576,
	title = {Fuzzy radial basis function neural networks for web applications cost estimation},
	booktitle = {Innovations{\textquoteright}07: 4th International Conference on Innovations in Information Technology, IIT},
	year = {2008},
	note = {cited By 0},
	pages = {576-580},
	doi = {10.1109/IIT.2007.4430367},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-50249168929\&doi=10.1109\%2fIIT.2007.4430367\&partnerID=40\&md5=ee74c556489187d35257cf7c8b48c2c0},
	author = {Idri, A. and Zakrani, A. and Elkoutbi, M. and Abran, A.}
}
@conference { ISI:000259601400196,
	title = {Network mobility in ad hoc networks},
	booktitle = {2008 INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION ENGINEERING, VOLS 1-3},
	year = {2008},
	note = {International Conference on Computer and Communication Engineering, Kuala Lumpur, MALAYSIA, MAY 13-15, 2008},
	pages = {969-973},
	publisher = {Int Islam Univ Malaysia, Fac Engn},
	organization = {Int Islam Univ Malaysia, Fac Engn},
	abstract = {The performance of routing protocols in a Mobile Ad hoc Network (MANET) is related to the network topology and nodes mobility. In order to ensure good performances of routing protocols in MANET, it is necessary to take into account the mobility criterion when choosing best routes in the network. In this paper, we propose a new measure of the network mobility which is relative and lightweight. Relative because it is directly dependent on neighboring and link state changes, and lightweight because it does not consume enough resources in memory and CPU. Each node estimates its relative mobility, based on changes of the links in its neighboring. This measure of mobility has no unit, it is independent of any existing mobility models and it is calculated at regular time intervals.},
	isbn = {978-1-4244-2357-6},
	doi = {10.1109/ICCCE.2008.4580751},
	author = {Enneya, N. and Oudidi, K. and Elkoutbi, M.}
}
@conference {Badidi2008258,
	title = {Practical load distribution models for Web services based environments},
	booktitle = {Proceedings - 2008 International MCETECH Conference on e-Technologies, MCETECH 2008},
	year = {2008},
	note = {cited By 0},
	pages = {258-261},
	doi = {10.1109/MCETECH.2008.21},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-50249141635\&doi=10.1109\%2fMCETECH.2008.21\&partnerID=40\&md5=03f0747597b0ef9e4d69b153af0df1cc},
	author = {Badidi, E. and Serhani, M.A. and Esmahi, L. and Elkoutbi, M.}
}
