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Routine-based network deployment for data offloading in metropolitan areas

Eduardo Mucelli Rezende Oliveira, Aline Carneiro Viana
2014 2014 IEEE Wireless Communications and Networking Conference (WCNC)  
The careful deployment of hotspots in such areas allow to maximize WiFi offloading, a viable solution to the recent boost up of mobile data consumption.  ...  Our proposed strategy considers the restrictions imposed by transportation modes to people trajectories and the space-time interaction between people and urban locations, key points for an efficient network  ...  INTRODUCTION WiFi offloading seems to be a viable solution to the recent boost up of mobile data consumption that is straining 3G cellular networks in metropolitan areas. [1, 7, 11] .  ... 
doi:10.1109/wcnc.2014.6952724 dblp:conf/wcnc/OliveiraV14 fatcat:ezp72xgf45ga7pb63smabmgxfe

Computation Offloading for Vehicular Environments: A Survey

Alisson B. De Souza, Paulo A. L. Rego, Tiago Carneiro, Jardel Das C. Rodrigues, P. P. Reboucas Filho, Jose N. De Souza, Vinay Chamola, Victor Hugo C. De Albuquerque, Biplab Sikdar
2020 IEEE Access  
Some scenarios are more frequent in computation offloading for VANETS, such as urban and highway. Others are less frequent such as parking lots and university campuses.  ...  The urban scenario was used in several works of computation offloading, such as: [153] , [90] , and [106] .  ... 
doi:10.1109/access.2020.3033828 fatcat:rnnwnczolngf5bn6sfithf7ebi

Big Data Driven Vehicular Networks [article]

Nan Cheng, Feng Lyu, Jiayin Chen, Wenchao Xu, Haibo Zhou, Shan Zhang, Xuemin Shen
2018 arXiv   pre-print
As the vehicular connectivity soars, and new on-road mobile applications and technologies emerge, VANETs are generating an ever-increasing amount of data, requiring fast and reliable transmissions through  ...  On the other hand, a variety of VANETs related data can be analyzed and utilized to improve the performance of VANETs.  ...  WiFi offloading is envisioned as a potential solution to data explosion problem in cellular networks.  ... 
arXiv:1804.04203v1 fatcat:woubg2munva7xp4usg22mrvku4

WhiteCell: Energy-efficient use of unlicensed frequency bands for cellular offloading

Pengfei Cui, Matthew Tonnemacher, Dinesh Rajan, Joseph Camp
2015 2015 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN)  
Driven by both data sets, we propose a Greedy Server-side Replacement (GSR) algorithm to estimate the power consumption for the use of unlicensed bands in cellular offloading.  ...  In particular, we perform in-field experimentation of the diurnal spectrum activity across white space (54-806 MHz) and WiFi (2.4 and 5.8 GHz) bands in typical settings across the Dallas-Fort Worth metroplex  ...  In contrast, we study the performance of a heterogeneous queuing system with both white space channels and WiFi channels for cellular offloading. VI.  ... 
doi:10.1109/dyspan.2015.7343902 dblp:conf/dyspan/CuiTRC15 fatcat:msj54wabsfclnbdd3emmveggge

Offloading cellular traffic

Sourav Kumar Dandapat, Swadhin Pradhan, Niloy Ganguly
2013 Proceedings of the 5th IBM Collaborative Academia Research Exchange Workshop on - I-CARE '13  
Cellular network is becoming heavily congested. This paper exploits few opportunities to reduce the traffic of cellular network. Initial results are promising.  ...  In such scenario, all kinds of options needs to be exploited whereever it is possible. Intial results of above mentioned two schemes are very motivationg in terms of cellular traffic offloading.  ...  Vehicles passing an AP downloads content from it thus offloading cellular traffic. Fig. 1 shows the system setting of Sprinkler.  ... 
doi:10.1145/2528228.2528233 fatcat:pixfrecf6vhddfqh3okky2vbai

Incentive-Based Schema Using Game Theory in 5/6G Cellular Network for Sustainable Communication System

Muhammad Asif, Eid Rehman, Tahir Saleem, Muhammad Abid, Muhammad Habib, Muhammad Aslam, Syeda Fizzah Jilani
2022 Sustainability  
We propose an incentive-based scheme using game theory and two-stage Stackelberg approach for integrated data, offloading the decision-making process in a heterogeneous network.  ...  Due to the technological advancement in cellular networks, massive data traffic appends to the existing digital technologies.  ...  Acknowledgments: We acknowledged Foundation University Islamabad, Pakistan. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su141610163 fatcat:hkdot6b5nze3zamkuzaew4luxa

Efficient placement of edge computing devices for vehicular applications in smart cities

Gopika Premsankar, Bissan Ghaddar, Mario Di Francesco, Rudi Verago
2018 NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium  
We also demonstrate the suitability of our approach in a large-scale simulation study of an urban LoRa network in Dublin, Ireland.  ...  We consider a typical sensing application in an urban scenario and evaluate networks having different spatial configurations of devices and gateways.  ... 
doi:10.1109/noms.2018.8406256 dblp:conf/noms/PremsankarGFV18 fatcat:e3nbo5rcufcj7bef5d56v5klqq

Unmanned aerial vehicles optimal airtime estimation for energy aware deployment in IoT-enabled fifth generation cellular networks

Saqib Majeed, Adnan Sohail, Kashif Naseer Qureshi, Arvind Kumar, Saleem Iqbal, Jaime Lloret
2020 EURASIP Journal on Wireless Communications and Networking  
The deployment of unmanned aerial vehicles (UAVs) has gained the popularity in cellular networks by using temporary ubiquitous coverage in the areas where the infrastructure-based networks are either not  ...  The performance and sustainability of UAVs is largely dependent upon the available residual energy especially in mission planning.  ...  Availability of data and materials The experimental data and associated settings will be made available to researchers and practitioners on individual requests with the restrictions that it will be used  ... 
doi:10.1186/s13638-020-01877-0 fatcat:up5e5fxulzfq7orezcnkmpvxqq

The Delay-Constrained and Network-Situation-aware V2V2I VANET Data Offloading based on the Multi-access Edge Computing (MEC) Architecture

Chung-Ming Huang, Chi-Feng Lai
2020 IEEE Open Journal of Vehicular Technology  
In [10] , the authors considered the scenario of offloading cellular traffic to RSUs. The proposed method offloaded data according to the popularity of data.  ...  The corresponding movements and the relative positions for object p and object q are depicted in Fig. 1 . 1 Fig. 1. An example of the V2V2I VANET data offloading scenario.  ...  Let the position of an object W in the x-and y-coordinate be represented as Posx (W) and Posy (W) respectively.  ... 
doi:10.1109/ojvt.2020.3028684 fatcat:6yn2evzh5nbk3jjcyi6wvnf6nu

Multiple Mobile Data Offloading Through Disruption Tolerant Networks

Yong Li, Mengjiong Qian, Depeng Jin, Pan Hui, Zhaocheng Wang, Sheng Chen
2014 IEEE Transactions on Mobile Computing  
We establish a mathematical framework to study the problem of multiple-type mobile data offloading under realistic assumptions, where (i) mobile data are heterogeneous in terms of size and lifetime; (ii  ...  To cope with explosive traffic demands on current cellular networks of limited capacity, Disruption Tolerant Networking (DTN) is used to offload traffic from cellular networks to high capacity and free  ...  Pessimists already foresee near nightmare scenarios that, during peak time and in urban area, users face extreme performance hits in terms of low or even no network bandwidth, missed calls, and unreliable  ... 
doi:10.1109/tmc.2013.61 fatcat:izzx4jvtr5h4zh7rsb3vzxcdry

Multiple mobile data offloading through delay tolerant networks

Yong Li, Guolong Su, Pan Hui, Depeng Jin, Li Su, Lieguang Zeng
2011 Proceedings of the 6th ACM workshop on Challenged networks - CHANTS '11  
We establish a mathematical framework to study the problem of multiple-type mobile data offloading under realistic assumptions, where (i) mobile data are heterogeneous in terms of size and lifetime; (ii  ...  To cope with explosive traffic demands on current cellular networks of limited capacity, Disruption Tolerant Networking (DTN) is used to offload traffic from cellular networks to high capacity and free  ...  Pessimists already foresee near nightmare scenarios that, during peak time and in urban area, users face extreme performance hits in terms of low or even no network bandwidth, missed calls, and unreliable  ... 
doi:10.1145/2030652.2030665 dblp:conf/mobicom/LiSHJSZ11 fatcat:jc3w2qfnwrhmtpnllbz4kq2uoa

DeepBrain: Experimental Evaluation of Cloud-Based Computation Offloadingand Edge Computing in the Internet-of-Drones for Deep Learning Applications

Anis Koubaa, Adel Ammar, Mahmoud Alahdab, Anas Kanhouch, Ahmad Taher Azar
2020 Sensors  
Then, we conduct a comprehensive experimental study to evaluate the performance in terms of energy, bandwidth, and delay of the cloud computation offloading approach versus the edge computing approach  ...  However, the real-time processing of collected data on edge in the context of the Internet-of-Drones remains an open challenge because UAVs have limited energy capabilities, while computer vision techniquesconsume  ...  This work is implemented by the Robotics and Internet of Things Lab of Prince Sultan University. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s20185240 pmid:32937865 pmcid:PMC7570899 fatcat:rn72ff2dlbb7jldqb46uawz4xe

A Survey on Cellular-connected UAVs: Design Challenges, Enabling 5G/B5G Innovations, and Experimental Advancements [article]

Debashisha Mishra, Enrico Natalizio
2020 arXiv   pre-print
The main focus of this work is to present an extensive study of integration challenges along with key 5G/B5G technological innovations and ongoing efforts in design prototyping and field trials corroborating  ...  This work aims at presenting an in-depth exploration of integration synergies between 5G/B5G cellular systems and UAV technology, where the UAV is integrated as a new aerial User Equipment (UE) to existing  ...  The study includes the modelling of small scale fading, path loss, shadowing and LOS probability ( ) for three 3GPP deployment scenarios, namely Urban-Micro (UMi), Urban-Macro (UMa) and Rural-Macro (RMa  ... 
arXiv:2005.00781v1 fatcat:gnjjupum7zh25kwaetdtxzidja

Multi-access Edge Computing: A Survey

Hiroyuki Tanaka, Masahiro Yoshida, Koya Mori, Noriyuki Takahashi
2018 Journal of Information Processing  
In this context, various research and standardization efforts are ongoing.  ...  To pull out the most of the potential, MEC has to be designed as infrastructure, to support many kind of IoT applications and their eco system, in addition to sufficiently management mechanism.  ...  For this purpose, SUMO: Simulation of Urban MObility [45] , [46] data is widely used.  ... 
doi:10.2197/ipsjjip.26.87 fatcat:m3yspkmbbzhmrh2wkponndfotu

Stackelberg-Game-Based Mechanism for Opportunistic Data Offloading Using Moving Vehicles

Fan Yang, Jianjian Yan, Yingying Guo, Xiongbiao Luo
2019 IEEE Access  
Data offloading through vehicular ad hoc networks (VANETs) is one of the most promising methods for overcoming the overload problem in cellular networks.  ...  INDEX TERMS Data offloading, stackelberg game, VANETs, incentive scheme, Internet of Vehicles.  ...  [15] considered the offloading procedure as an optimization problem of maximizing a set of flows to offload cellular data through RSUs.  ... 
doi:10.1109/access.2019.2952664 fatcat:cfgj6u2irrfizincgql3meyifq
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