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A Survey on Mobility Management for MEC-enabled Systems

Mahshid Mehrabi, Hani Salah, Frank H.P. Fitzek
2019 Zenodo  
In this paper, the state-of-the-art research efforts towards handling user mobility in a MEC environment for different kinds of services are surveyed. Also, open research problems are discussed.  ...  However, mobility of end devices brings challenging issues for service continuity and Quality of Service (QoS) of these systems.  ...  Tactile Internet with Human-in-the-Loop (CeTI) of Technische Universität Dresden.  ... 
doi:10.5281/zenodo.4424864 fatcat:rxzahhhm4jc7rkobttchnosj3y

A Comprehensive Review on Edge Caching from the Perspective of Total Process: Placement, Policy and Delivery

Honghai Wu, Yizheng Fan, Yingda Wang, Huahong Ma, Ling Xing
2021 Sensors  
With the explosive growth of smart devices and mobile applications, mobile core networks face the challenge of exponential growth in traffic and computing demand.  ...  of duplicate data.  ...  [70] studied the optimal delay of cooperative edge caching in large-scale user-centric mobile networks.  ... 
doi:10.3390/s21155033 fatcat:fdtipxzm6rg4fckn5gfqvfpj2i

Applying Machine Learning Techniques for Caching in Edge Networks: A Comprehensive Survey [article]

Junaid Shuja, Kashif Bilal, Waleed Alasmary, Hassan Sinky, Eisa Alanazi
2020 arXiv   pre-print
This article investigates the application of machine learning techniques for in-network caching in edge networks.  ...  These applications of machine learning can help identify relevant content for an edge network.  ...  Content popularity and user mobility prediction are learned at virtual BBUs with the help of ESN based on human-centric parameters, such as user locations, requested contents, gender, and job.  ... 
arXiv:2006.16864v4 fatcat:fwayzkv5vrghzayqxq5sgfyh2u

Cybertwin: An Origin of Next Generation Network Architecture [article]

Quan Yu, Jing Ren, Yinjin Fu, Ying Li, Wei Zhang
2019 arXiv   pre-print
We also propose cloud operator, a new operator that can provide and manage the resources to the end users and offer location and authentication services for human and things in the cyberspace.  ...  With fast development of Internet of Everything (IoE) and its applications, the ever increasing mobile internet traffic and services bring unprecedented challenges including scalability, mobility, availability  ...  It can also provide the collaboration service 12 for application or data content among the core clouds and edge clouds with high availability and low latency.  ... 
arXiv:1904.11313v1 fatcat:37k6gadtzfefxd4dehl7s3xxzi

Wireless communications in the era of big data

Suzhi Bi, Rui Zhang, Zhi Ding, Shuguang Cui
2015 IEEE Communications Magazine  
service quality and new mobile applications.  ...  On the other hand, instead of viewing mobile bigdata as a unwanted burden, we introduce methods to capitalize from the vast data traffic, for building a bigdata-aware wireless network with better wireless  ...  , with applications including context identification of mobile usage and prediction of traffic levels (classification), or fitting the distributions of trajectory length, mobile user location, and channel  ... 
doi:10.1109/mcom.2015.7295483 fatcat:mftg24thgfeyjn7xlebj7yfzsm

Towards an Architecture for Reliable Capacity Provisioning for Distributed Clouds [chapter]

Jörg Domaschka, Frank Griesinger, Mark Leznik, Per-Olov Östberg, Keith A. Ellis, Paolo Casari, Frank Fowley, Theo Lynn
2020 The Cloud-to-Thing Continuum  
In addition, the major design concepts informing its design-namely separation of concerns, modelcentricism, modular design, and machine learning and artificial intelligence for IT operations-are also discussed  ...  , fluctuating, and mobile demand.  ...  In this case, Simulators (5) are a valuable tool for generating the user mobile behaviour and demand for application services as well as the corresponding traffic from the related cloud services.  ... 
doi:10.1007/978-3-030-39863-7_1 fatcat:alxauqthtndlfjcw2e3saz646e

Cloud Mobile Media: Reflections and Outlook

Yonggang Wen, Xiaoqing Zhu, Joel J. P. C. Rodrigues, Chang Wen Chen
2014 IEEE transactions on multimedia  
services in platform-as-a-service (PaaS), and iii) novel cloud-based systems and applications in software-as-a-service (SaaS).  ...  This paper surveys the emerging paradigm of cloud mobile media. We start with two alternative perspectives for cloud mobile media networks: an end-to-end view and a layered view.  ...  ACKNOWLEDGMENT The authors would like to thank the anonymous reviewers for their insightful comments to improve the quality of this paper.  ... 
doi:10.1109/tmm.2014.2315596 fatcat:h4ef3oedqrdd3obktmczbgq2la

A Mobility-Aware and Sociality-Associate Computation Offloading Strategy for IoT

Yanfei Lu, Zengzi Chen, Qinghe Gao, Tao Jing, Jin Qian, Yan Huang
2021 Wireless Communications and Mobile Computing  
In this paper, we investigate the service migration problem of the offloading scheme in a power-constrained network consisting of multiple mobile users and fixed edge servers.  ...  We propose an affinity propagation-based clustering-assisted offloading scheme by taking into account the users' mobility prediction and sociality association between mobile users and edge servers.  ...  The migration of user-generated data in edge networks is involved in transmission costs, the mobility of users, transmission resources, etc.  ... 
doi:10.1155/2021/9919541 fatcat:lgxsejtid5fqtohwr3xcnyvqhe

A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications

Shuo Wang, Xing Zhang, Yan Zhang, Lin Wang, Juwo YANG, Wenbo Wang
2017 IEEE Access  
In this survey, we make an exhaustive review on the state-of-the-art research efforts on mobile edge networks.  ...  The applications and use cases of mobile edge networks are discussed. Subsequently, the key enablers of mobile edge networks such as cloud technology, SDN/NFV and smart devices are discussed.  ...  ACKNOWLEDGMENT The authors would like to thank the editor and the anonymous reviewers for their constructive comments and suggestions, which improve the quality of this paper.  ... 
doi:10.1109/access.2017.2685434 fatcat:omhcphk735czrnmjnwkoory6hq

Survey on Multi-Access Edge Computing for Internet of Things Realization

Pawani Porambage, Jude Okwuibe, Madhusanka Liyanage, Mika Ylianttila, Tarik Taleb
2018 IEEE Communications Surveys and Tutorials  
for mobility.  ...  MEC will inspire the development of myriads of applications and services with demand for ultra low latency and high Quality of Service (QoS) due to its dense geographical distribution and wide support  ...  IoT sensors [143] Propose a location-aware load prediction at edge data centers which supports user mobility. General IoT control or as it roams beyond.  ... 
doi:10.1109/comst.2018.2849509 fatcat:fnksr3dbqfakzfvnopyyxjdlfm

Animation Art Design Online System Based on Mobile Edge Computing and User Perception

Jianzhi Liu, Gengxin Sun
2021 Journal of Sensors  
In order to solve the problem that user mobility cannot be sensed, a content-centric mobile edge animation art design mechanism based on user mobility perception is proposed.  ...  According to the comparison results, the various designs in this work can successfully use sensor data to preclassify migration tasks in the mobile edge network environment.  ...  We use learning tools to classify, select which sensors are more critical to specific applications and services, and provide service references for small base stations in mobile edge computing networks  ... 
doi:10.1155/2021/9974170 fatcat:sjs7m7jt2vatzdtxdocvoelau4

On Multi-Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration

Tarik Taleb, Konstantinos Samdanis, Badr Mada, Hannu Flinck, Sunny Dutta, Dario Sabella
2017 IEEE Communications Surveys and Tutorials  
MEC offers storage and computational resources at the edge, reducing latency for mobile end users and utilizing more efficiently the mobile backhaul and core networks.  ...  In addition, this paper analyzes the MEC reference architecture and main deployment scenarios, which offer multitenancy support for application developers, content providers, and third parties.  ...  MEC can be used to enhance the experience of location services, making Proximity Services [204] more intelligent and personalized, by combining user-context information, big data and social applications  ... 
doi:10.1109/comst.2017.2705720 fatcat:spzgg3fudvgbfo4fme6cigqh6m

Moving to the Edge-Cloud-of-Things: Recent Advances and Future Research Directions

Hind Bangui, Said Rakrak, Said Raghay, Barbora Buhnova
2018 Electronics  
Yet, the location of cloud services is one of the challenges encountered in the evolution of the IoT paradigm.  ...  Recently, edge cloud computing has been proposed to bring cloud services closer to the IoT end-users, becoming a promising paradigm whose pitfalls and challenges are not yet well understood.  ...  Similarly, WiCloud [57] has been developed as a mobile edge computing platform with OpenStack for enhancing location-awareness and managing inter-mobile-edge communication and data acquisition for an  ... 
doi:10.3390/electronics7110309 fatcat:p7ia27q7znbvfgctuzlcog4jzu

Towards a Unified Pandemic Management Architecture: Survey, Challenges and Future Directions [article]

Satyaki Roy, Nirnay Ghosh, Nitish Uplavikar, Preetam Ghosh
2022 arXiv   pre-print
In this paper, we perform a survey of the existing approaches for pandemic management, including online data repositories and contact-tracing applications.  ...  Advances in the Internet of Things (IoT) and edge computing provide solutions for pandemic management through data collection and intelligent computation.  ...  For instance, we discuss the use of mobile applications in Sec. 3.2 as ways to model social contagion.  ... 
arXiv:2202.07448v1 fatcat:zro3hesk6jawnj7tdxy2jczpgq

Adaptive Resource Management and Provisioning in the Cloud Computing: A Survey of Definitions, Standards and Research Roadmaps

2017 KSII Transactions on Internet and Information Systems  
The fact that cloud computing services have been proposed in recent years, organizations and individuals face with various challenges and problems such as how to migrate applications and software platforms  ...  into cloud or how to ensure security of migrated applications.  ...  Data location awareness is important for job-based and data-centric applications, geo-location for compute-intensive and data-centric applications, pricing for job based, compute intensive and data centric  ... 
doi:10.3837/tiis.2017.09.006 fatcat:a7cyj63deveqfnchzdixn5g54e
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