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Mobility and bandwidth prediction as a service in virtualized LTE systems

Morteza Karimzadeh, Zhongliang Zhao, Luuk Hendriks, Ricardo de O. Schmidt, Sebastiaan la Fleur, Hans van den Berg, Aiko Pras, Torsten Braun, Marius Julian Corici
2015 2015 IEEE 4th International Conference on Cloud Networking (CloudNet)  
In this paper we propose an architecture called MOBaaS (Mobility and Bandwidth Availability Prediction as a Service), comprising two algorithms in order to predict user(s) mobility and network link bandwidth  ...  availability, that can be implemented in cloud based mobile network structure and can be used as a support service by any other virtualized mobile network service.  ...  ACKNOWLEDGEMENTS The research work presented in this paper is conducted as part of the Mobile Cloud Networking project, and has been funded by the European Union Seventh Framework Program under grant agreement  ... 
doi:10.1109/cloudnet.2015.7335295 dblp:conf/cloudnet/KarimzadehZHSFB15 fatcat:42lt5bdmmzf6fmbn776kritk4q

Mobility and bandwidth prediction in virtualized LTE systems: Architecture and challenges

Georgios Karagiannis, Almerima Jamakovic, Keith Briggs, Morteza Karimzadeh, Carlos Parada, Marius Iulian Corici, Tarik Taleb, Andy Edmonds, Thomas Michael Bohnert
2014 2014 European Conference on Networks and Communications (EuCNC)  
Two important features that can be used in such a virtualized system to improve its performance are the user mobility and bandwidth prediction.  ...  This paper introduces the architecture and challenges that are associated with user mobility and bandwidth prediction approaches in virtualized LTE systems.  ...  Which MObility and Bandwidth availability prediction as a Service (MOBaaS) architecture can be applied in virtualized LTE systems? (4) .  ... 
doi:10.1109/eucnc.2014.6882662 dblp:conf/eucnc/KaragiannisJBKPCTEB14 fatcat:2g3kgtvrzvgh5kzwqcqydizgom

Multipath assisted positioning for pedestrians using LTE signals

Markus Ulmschneider, Christian Gentner
2016 2016 IEEE/ION Position, Location and Navigation Symposium (PLANS)  
The rapid growth of available services depending on location awareness has led to a more and more increasing demand for positioning in challenging environments.  ...  Since each of the MPCs can be regarded as being sent from some physical or virtual transmitter, we estimate the positions of transmitters in addition.  ...  This allows for simultaneously tracking a mobile terminal moving through the scenario, and determining the positions of virtual or physical transmitters.  ... 
doi:10.1109/plans.2016.7479725 dblp:conf/plans/UlmschneiderG16 fatcat:l4vxvppkbfa3hoxymbgifo4ylu

Optimal Multi-Interface Selection for Mobile Video Streaming in Efficient Battery Consumption and Data Usage

Seonghoon Moon, Juwan Yoo, Songkuk Kim
2016 Mobile Information Systems  
The proposed system is evaluated using a prototype application in a real, iOS-based device as well as through experiments conducted in heterogeneous mobile scenarios.  ...  Results show that the system not only guarantees the highest-possible video quality, but also prevents reckless consumption of LTE data and battery life.  ...  Acknowledgments This research was supported by the MSIP (Ministry of Science, ICT and Future Planning), Korea, under the "ICT Consilience Creative Program" (IITP-R0346-16-1008) supervised by the IITP (  ... 
doi:10.1155/2016/4871629 fatcat:wanzdj7oqrfk3ds5isuddgfumi

ICT platforms in support of future railway systems

2018 Zenodo  
The predicted growth of transport, especially in European railway infrastructures, is expected to introduce a dramatic increase in freight and passenger services by the end of 2050.  ...  The benefits of this platform in the end-to-end service delay and power consumption are quantified over the 5G Bristol is Open network topology.  ...  Acknowledgement This work has been financially supported partially by the EU Horizon 2020 project 5G-PICTURE under grant agreement No 762057 and the EU Horizon 2020 project IN2RAIL under grant agreement  ... 
doi:10.5281/zenodo.1491465 fatcat:uwoevwaupnc65imz4otiuoih34

Realtime Mobile Bandwidth and Handoff Predictions in 4G/5G Networks [article]

Lifan Mei, Jinrui Gou, Yujin Cai, Houwei Cao, Yong Liu
2021 arXiv   pre-print
In this paper, we explore the possibility and accuracy of realtime mobile bandwidth and handoff predictions in 4G/LTE and 5G networks.  ...  We develop classification and regression based prediction models, which achieve more than 80\% accuracy in predicting 4G and 5G handoffs in a recent 5G dataset.  ...  In the context of video conferencing, in [31] , the cellular link is modeled as a singleserver queue driven by a doubly-stochastic service process, and future bandwidth prediction is generated by probabilistic  ... 
arXiv:2104.12959v1 fatcat:off2pw66erenthzze4ec55ke5u

Architecture and Technology Components for 5G Mobile and Wireless Communication

Manasa H R, Pramila S
2015 International Journal of Engineering Research and  
This paper present a future mobile and wireless communication system that will provide highly versatile consumption, cost and spectrum usage.  ...  The main purpose of 5G system concept to fulfil the requirements of information society, the 5G network is revolutionary technology that can change consumers internet use habits as it create a wireless  ...  Mobile operation need to predict and utilize the information by the users.  ... 
doi:10.17577/ijertv4is061112 fatcat:r5l7o6u4ovbl7gm65lfibjsaxi

Review on 5G over LTE

Lilly Sameera Chitti, Vasudha M, Manoj P, Nandan Hegde, Chetan Umadi, Sayed Abdulhayan
2019 Zenodo  
and explaining how improvements have been made from earlier generation to the next one.The fifth generation of mobile technology i.e., 5G is seen as a futuristic notion that would help in solving the  ...  The exponential growth of mobile data in macronetworks has driven the evolution of communications systems towards spectrally efficient, energy efficient, and fast local area communications.  ...  Latency Nokia believes 5G will be a system that provides a "scalable and flexible service experience with virtually zero latency"latency being the time needed for a packet of data to move across a network  ... 
doi:10.5281/zenodo.2648955 fatcat:u6uw4xcmgjhzlon7h2umdwpjdm

Recent Advancement of Auto-Scaling in LTE M2M Communication

Existing traditional Long-Term Evolution (LTE) network will not be able to handle these growing demands of the bandwidth and network availability.  ...  With the increase in wide variety of devices and application, there is huge change in traffic patterns of Machine Type Communication (MTC) system.  ...  LTE network service provider.  ... 
doi:10.35940/ijitee.b1030.1292s19 fatcat:wkr6isch55c3zcrjadpmib7hjm

An Efficient Resource Management Mechanism for Network Slicing in a LTE Network

Ali Saeed Dayem Alfoudi, S. H. Shah Newaz, Abayomi Otebolaku, Gyu Myoung Lee, Rubem Pereira
2019 IEEE Access  
To surmount this challenge, service, and resource providers are looking for alternative mechanisms that can successfully facilitate managing network resources in a more dynamic, predictive, and distributed  ...  In this regard, network slicing is emerging as a new technology built on the concepts of the SDN and NFV.  ...  To present our system model, we consider that in a LTE network there are three slices (slice A, slice B and slice C), as shown in Fig. 3 .  ... 
doi:10.1109/access.2019.2926446 fatcat:4dsggbqpivdrxphig7pzsij3my

User Content Delivery Service for Efficient POMA based LTE Channel Spectrum Scheduling Algorithm

The impact and scope of the proposed algorithm service can make the operational cost of the LTE mobile user to reduce  ...  In this paper, the main contribution is the design and implementation of such LTE networks users open-infrastructure to enable the content delivery and sharing capabilities to be performed in virtual iterative  ...  The proposed delivery mechanism provides a user content handover prediction system to make the LTE mobile environment to guarantee the user data security.  ... 
doi:10.35940/ijitee.b1014.1292s319 fatcat:txixx53zdvgk7imi6ds5tzpnti


I. Zaame, T. Mazri, A. Elrhayour
2020 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
network services, the whole word is growing up rapidly towards the 5G by developing a clear perspective to include the main challenges, opportunities and key technology components.  ...  Deployed from 2020 in many countries, 5G will provide revolutionary innovations in mobile technologies that will reach various high-level goals to the costumers as well as Companies .To benefit from 5G  ...  Work on 4G standardization started in 2004, just as 3G started to take-off. 4Grefers to Long Term Evolution (LTE) (Linge, N., and Sutton, A, 2014) and was all IP based network system.  ... 
doi:10.5194/isprs-archives-xliv-4-w3-2020-435-2020 fatcat:qeekgvyhlrcwxopjxafackvtem

Investigation of a New Handover Approach in LTE and WiMAX

Mohammad Nour Hindia, Ahmed Wasif Reza, Kamarul Ariffin Noordin
2014 The Scientific World Journal  
In this paper, several algorithms are proposed to improve mobile station performance and seamless mobility across the long-term evolution (LTE) and Worldwide Interoperability for Microwave Access (WiMAX  ...  Then, the multiple criteria with two thresholds algorithm is proposed to prioritize the selection between LTE and WiMAX as the target technology.  ...  SF002-2014) and University of Malaya Research Grant (UMRG) scheme (RG286-14AFR).  ... 
doi:10.1155/2014/246206 pmid:25379524 pmcid:PMC4212589 fatcat:p24dgfagnnfc5cj7emnu7birim

Energy Efficient Multimedia Delivery Services over LTE/LTE-A

2014 IEICE transactions on communications  
Mobile video services are becoming a dominant traffic category in emerging fourth generation (4G) cellular networks such as the 3GPP Long-Term Evolution (LTE) and LTE-Advanced (LTE-A).  ...  In particular, in this paper, as a running example we focus on eMBMS and compare the Energy of Service (EoS) of the two macro-cellular LTE/LTE-A configurations recently proposed in 3GPP: i) a single frequency  ...  design of multimedia services in current and future LTE/LTE-A system configurations.  ... 
doi:10.1587/transcom.e97.b.1504 fatcat:ruwmcv2vzraejlavhzexxuly4u

A software-defined architecture for next-generation cellular networks

Vassilios G. Vassilakis, Ioannis D. Moscholios, Bander A. Alzahrani, Michael D. Logothetis
2016 2016 IEEE International Conference on Communications (ICC)  
New emerging paradigms, such as Software-Defined Networking (SDN), Mobile Cloud Computing (MCC), Network Function Virtualization (NFV), Internet of Things (IoT), and Mobile Social Networking (MSN), bring  ...  Current Long-Term Evolution (LTE) networks are not able to accommodate these new trends in a scalable and efficient way.  ...  Virtualizing Network Functions In Fig. 3 , we present a model for virtualized RAN using SDN and NFV.  ... 
doi:10.1109/icc.2016.7511018 dblp:conf/icc/VassilakisMAL16 fatcat:nm2vogjhkvcolljvm2xt3rroly
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