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A Survey on Mobile Edge Computing: Focusing on Service Adoption and Provision

Kai Peng, Victor C. M. Leung, Xiaolong Xu, Lixin Zheng, Jiabin Wang, Qingjia Huang
2018 Wireless Communications and Mobile Computing  
MEC provides computing and storage service for the edge of network, which enables MUs to execute applications efficiently and meet the delay requirements.  ...  In addition, each of them is further divided into single MU offloading scheme and multi-MU offloading scheme.  ...  Multi-objective optimization [63] Sum energy consumption minimization [64] Joint computation offloading and interference management [65] Offloading in 5G heterogeneous networks [66] Joint offloading  ... 
doi:10.1155/2018/8267838 fatcat:tgbxnprsnrdefhbwqz5e65uvlu

Resource Scheduling in Edge Computing: A Survey [article]

Quyuan Luo, Shihong Hu, Changle Li, Guanghui Li, Weisong Shi
2021 arXiv   pre-print
With the proliferation of the Internet of Things (IoT) and the wide penetration of wireless networks, the surging demand for data communications and computing calls for the emerging edge computing paradigm  ...  By moving the services and functions located in the cloud to the proximity of users, edge computing can provide powerful communication, storage, networking, and communication capacity.  ...  The study in [127] formulated the problem of optimizing the joint allocation of computing resources on ENs and radio resources under the non-orthogonal multiple access (NOMA) protocol and used an efficient  ... 
arXiv:2108.08059v1 fatcat:oo4lepcn3rhdfafefw5lkq2lia

What the Fog? Edge Computing Revisited: Promises, Applications and Future Challenges

Julien Gedeon, Florian Brandherm, Rolf Egert, Tim Grube, Max Muhlhauser
2019 IEEE Access  
Research in this direction has addressed various challenges, from architectural concerns to runtime optimizations.  ...  Often leveraged opportunistically, these heterogeneous resources can be used to offload data and computations, enabling upcoming demanding applications such as augmented reality and autonomous driving.  ...  ., at the radio access network (RAN).  ... 
doi:10.1109/access.2019.2948399 fatcat:j35c35yodzacpbvonjpgn63ar4

A Comprehensive Survey on Resource Management in Internet of Things

Lokesh B Bhajantri, Gangadharaiah S.
2020 Journal of Telecommunications and Information Technology  
Efficient resource management is a challenging task in distributed systems, such as the Internet of Things, fog, edge, and cloud computing.  ...  We also investigate the need for efficient resource management and the guidelines given/suggested by Standard Development Organizations.  ...  The fog radio access network (F-RAN) resource allocation problem is discussed in [46] . Fog RAN reduces latency -an important parameter in IoT applications.  ... 
doi:10.26636/jtit.2020.145220 fatcat:noj75owhgbd2pe4oktinbpv3ga

A Comprehensive Survey of the Tactile Internet: State of the art and Research Directions [article]

N. Promwongsa, A. Ebrahimzadeh, D. Naboulsi, S. Kianpisheh, F. Belqasmi, R. Glitho, N. Crespi, O. Alfandi
2020 arXiv   pre-print
It is expected to enable haptic communication and allow skill set delivery over networks.  ...  The Tactile Internet goes far beyond data, audio and video delivery over fixed and mobile networks, and even beyond allowing communication and collaboration among things.  ...  ACKNOWLEDGMENT This work is partially funded by the Canadian Natural Sciences and Engineering Research Council (NSERC) and by Ericsson through a CRD grant, as well as by the Canada Research Chair program  ... 
arXiv:2009.12164v1 fatcat:iymlwb3gufhjzfkiuiatza2kni

A Survey on Edge Computing Systems and Tools

Fang Liu, Guoming Tang, Youhuizi Li, Zhiping Cai, Xingzhou Zhang, Tongqing Zhou
2019 Proceedings of the IEEE  
Finally, we highlight energy efficiency and deep learning optimization of edge computing systems. Open issues for analyzing and designing an edge computing system are also studied in this survey.  ...  Driven by the visions of Internet of Things and 5G communications, the edge computing systems integrate computing, storage and network resources at the edge of the network to provide computing infrastructure  ...  A service-oriented architecture for fog/edge computing, Fog Data, is proposed and evaluated in [49] .  ... 
doi:10.1109/jproc.2019.2920341 fatcat:rocspx5ziffblfzaye2xhebe3e

A Comprehensive Survey of the Tactile Internet: State-of-the-Art and Research Directions

Nattakorn Promwongsa, Amin Ebrahimzadeh, Diala Naboulsi, Somayeh Kianpisheh, Fatna Belqasmi, Roch Glitho, Noel Crespi, Omar Alfandi
2021 IEEE Communications Surveys and Tutorials  
It is expected to enable haptic communications and allow skill set delivery over networks.  ...  The Tactile Internet goes far beyond data, audio and video delivery over fixed and mobile networks, and even beyond allowing communication and collaboration among things.  ...  [164] investigate the joint design of energy management and data rate control for energy harvesting-enabled tactile IoT nodes. Garcia-Saavedra et al.  ... 
doi:10.1109/comst.2020.3025995 fatcat:wdqtfbwitvcp3phrtzlshnjlse

iFogSim: A Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments [article]

Harshit Gupta, Amir Vahid Dastjerdi, Soumya K. Ghosh, Rajkumar Buyya
2016 arXiv   pre-print
In this paper we propose a simulator, called iFogSim, to model IoT and Fog environments and measure the impact of resource management techniques in terms of latency, network congestion, energy consumption  ...  To overcome this limitation, Fog computing paradigm has been proposed, where cloud services are extended to the edge of the network to decrease the latency and network congestion.  ...  ACKNOWLEDGEMENTS This work is: (i) supported by Melbourne-Chindia Cloud Computing Research Network and (ii) initiated as part of the first author's visit to CLOUDS Lab at the University of Melbourne.  ... 
arXiv:1606.02007v1 fatcat:c2tio3bta5gjlowllov2x6gzji

Multimedia Internet of Things: A Comprehensive Survey

Ali Nauman, Yazdan Ahmad Qadri, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim
2020 IEEE Access  
, Fog/Edge computing and Software-Defined-Networks (SDNs).  ...  IoT devices are constrained in terms of energy, computing, size, and storage memory.  ...  offload the data and route the priority data in an emergency for energy conservation.  ... 
doi:10.1109/access.2020.2964280 fatcat:ilihkpik65bdvblyal6rp7tb2y

Software-Defined Dew, Roof, Fog and Cloud (SD-DRFC) Framework for IoT Ecosystem: The Journey, Novel Framework Architecture, Simulation, and Use Cases

Ishtiaq Ahammad, Md. Ashikur Rahman Khan, Zayed Us Salehin
2021 SN Computer Science  
To evaluate the efficiency of the presented SD-DRFC framework, four QoS parameters (Latency, Network Usage, Cost, and Energy Consumption) are considered in this paper.  ...  Then a novel framework termed "SD-DRFC (Software-Defined Dew, Roof, Fog and Cloud computing)" is proposed for today's IoT ecosystem.  ...  However, if contrasted to the Fog Radio Access Network (FRAN) [125] , the existing Radio Access Network (RAN) may be outmatched in efficiency.  ... 
doi:10.1007/s42979-021-00521-y fatcat:ln7dvqvknre3nkx2r43zy3rjd4

Service Popularity-based Smart Resources Partitioning for Fog Computing-enabled Industrial Internet of Things

Gaolei Li, Jun Wu, Jianhua Li, Kuan Wang, Tianpeng Ye
2018 IEEE Transactions on Industrial Informatics  
In this paper, a service popularity-based smart resources partitioning (SPSRP) scheme is proposed for fog computing-enabled IIoT.  ...  In task-diversified fog computing-enabled IIoT (F-IIoT), the mismatch between expected computing efficiency and partitioned resources on fog nodes (FNs) may pose serious traffic congestion even large-scale  ...  Features of fog computing on low-latency and context awareness will be beneficial to energy efficiency, heterogeneous access, and privacy-preservation in the future IIoT systems [2] .  ... 
doi:10.1109/tii.2018.2845844 fatcat:idcggxa7cvfuppkurd5nnw5xsy

Towards converged, collaborative and co-automatic (3C) optical networks

Yuefeng Ji, Jiawei Zhang, Xin Wang, Hao Yu
2018 Science China Information Sciences  
We discuss the challenges, timely works, and developing trends. Finally, we give the future visions for optical network towards a collaborative, converged and co-automatic optical network.  ...  In this paper, we focus on the collaboration between optical networks with other techniques, mainly discuss four representative aspects, which are "optical plus IP", "optical plus radio", "optical plus  ...  A typical application mode for an ultra-low-latency service and IoT is edge computing (a.k.a., fog computing).  ... 
doi:10.1007/s11432-018-9551-8 fatcat:vu5dj7mh3ve4xoh2g3kxnhdaha

A Survey on Low Latency Towards 5G: RAN, Core Network and Caching Solutions [article]

Imtiaz Parvez, Ali Rahmati, Ismail Guvenc, Arif I. Sarwat, Huaiyu Dai
2018 arXiv   pre-print
In this regard, we need drastic changes in network architecture including core and radio access network (RAN) for achieving end-to-end latency on the order of 1 ms.  ...  The fifth generation (5G) wireless network technology is to be standardized by 2020, where main goals are to improve capacity, reliability, and energy efficiency, while reducing latency and massively increasing  ...  [219] NDT The trade-off between storage and latency for a distributed caching scenario in fog radio access networks is characterized.  ... 
arXiv:1708.02562v2 fatcat:byyszpxcu5ew5pqlvq672tf5oa

Green Internet of Vehicles (IoV) in the 6G Era: Toward Sustainable Vehicular Communications and Networking [article]

Junhua Wang, Kun Zhu, Ekram Hossain
2021 arXiv   pre-print
In addition, we introduce the potential challenges and the emerging technologies in 6G for developing green IoV systems.  ...  , charging management, energy harvesting and sharing, etc.) and the related factors affecting energy efficiency (e.g., resource limitation, channel state, network topology, traffic condition, etc.).  ...  the edge of a radio access network and provide computation capacities for IoV devices.  ... 
arXiv:2108.11879v1 fatcat:l3fidzspwbhi5mmw55dds7vddu

Edge on Wheels with OMNIBUS Networking in 6G Technology

Mustafa Ergen, Feride Inan, Onur Ergen, Ibraheem Shayea, Mehmet Fatih Tuysuz, Azizul Azizan, Nazim Kemal Ure, Maziar Nekovee
2020 IEEE Access  
macro base station (eNodeB) sites, 3G Radio Network Controller (RNC) sites and at multi-Radio Access Technology (RAT) sites.  ...  Cisco offers application platforms to simplify fog application development, as well as Cisco Fog Data Services for data analytics [48] .  ... 
doi:10.1109/access.2020.3038233 fatcat:iapvre5oknb6blnpd7sx3ka2cq
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