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All One Needs to Know about Fog Computing and Related Edge Computing Paradigms

Ashkan Yousefpour, Caleb Fung, Tam Nguyen, Krishna Kadiyala, Fatemeh Jalali, Amirreza Niakanlahiji, Jian Kong, Jason P. Jue
2019 Journal of systems architecture  
Next, we provide a taxonomy of research topics in fog computing, and through a comprehensive survey, we summarize and categorize the efforts on fog computing and its related computing paradigms.  ...  With this growth, fog computing, along with its related edge computing paradigms, such as multi-access edge computing (MEC) and cloudlet, are seen as promising solutions for handling the large volume of  ...  The taxonomy is shown in Fig. 8 , and the papers on fog computing, edge computing, cloudlet, etc. that are referenced in this survey are categorized into different categories in Table 4 .  ... 
doi:10.1016/j.sysarc.2019.02.009 fatcat:udonbl6rerfwdap2psex7ryloa

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  
Next, a comprehensive survey of issues on computing, caching and communication techniques at the network edge is presented respectively.  ...  In this survey, we make an exhaustive review on the state-of-the-art research efforts on mobile edge networks.  ...  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

A brief exploration of fog computing architecture, technologies and challenges

Ramaiah Challa, K Kiran Kumar
2018 International Journal of Engineering & Technology  
It brings the cloud services that are communication, computation and storage near to edge devices and users so latency can be reduced. In this papers details of fog computing are discussed.  ...  Accordingly, another computing known as fog computing was proposed as extension of cloud computing.  ...  Mobile Edge Computing: Cloudlet and Mobile Edge Computing are having very similar characteristics [10] . But primarylocation (mobile base stations) of mobile edge computing made a small difference.  ... 
doi:10.14419/ijet.v7i2.7.10268 fatcat:tdwg7yn425gsxi4cxoynbz4hru

A Survey on Mobility-Induced Service Migration in the Fog, Edge, and Related Computing Paradigms

Zeineb Rejiba, Xavier Masip-Bruin, Eva Marín-Tordera
2019 ACM Computing Surveys  
ACM Reference Format: Zeineb Rejiba, Xavier Masip-Bruin, and Eva Marín-Tordera. 2019. A survey on mobility-induced service migration in the fog, edge and related computing paradigms.  ...  A survey on mobility-induced service migration in the fog, edge and related computing paradigms 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959  ...  ACKNOWLEDGMENTS This work was partially supported by the Spanish Ministry of Economy and Competitiveness and the European Regional Development Fund under contract TEC2015-66220-R (MINECO/FEDER), and by  ... 
doi:10.1145/3326540 fatcat:dupvh6d32jed3nr7lvc5zu4fa4

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  
To address the delay issue, a new mode known as mobile edge computing (MEC) has been proposed.  ...  In this paper, we present a comprehensive survey of the MEC research from the perspective of service adoption and provision.  ...  In this section, similar terms, such as mobile cloud computing (MCC), fog computing (FC), and cloudlets, are introduced and compared. (1) Mobile Cloud Computing (MCC).  ... 
doi:10.1155/2018/8267838 fatcat:tgbxnprsnrdefhbwqz5e65uvlu

Fog Computing: Terminologies, Architecture and Challenges

2019 International Journal of Innovative Science and Modern Engineering  
Fog computing (FC) paradigm is introduced to overcome the problems of these parameters. As it cooperate with centralized data centers. This paper presents a survey on Fog computing terminology.  ...  These devices are not perfectly capable to cooperate with data centers directly based on some parameters such as latency, resource availability, load balancing, scheduling and security.  ...  On the other hand, there is no far reaching study has been finished at this point contain all parts of Edge computing include Fog, Mobile-Edge, Mobile Cloud and Cloudlet computing. B.  ... 
doi:10.35940/ijitee.c1162.116319 fatcat:wprq3jb53bdlpkk5dgfw2voexi

Fog Computing: Platform and Applications

Shanhe Yi, Zijiang Hao, Zhengrui Qin, Qun Li
2015 2015 Third IEEE Workshop on Hot Topics in Web Systems and Technologies (HotWeb)  
As a result, fog computing, has emerged as a promising infrastructure to provide elastic resources at the edge of network.  ...  We finally implemented and evaluated a prototype fog computing platform. 2015 Third IEEE Workshop on Hot Topics in Web Systems and Technologies 978-1-4673-9688-2/15 $31.00  ...  Cloudlet focuses more on providing services to delay-sensitive, bandwidthlimited applications in vicinity. 3) Mobile Edge Computing: Mobile edge computing [5] is very similar to Cloudlet except that  ... 
doi:10.1109/hotweb.2015.22 dblp:conf/hotweb/YiHQL15 fatcat:gg32jhoj5jamldexq6jebavyq4

Resource Management and Simulation Tools in Fog Computing – A comparative Study

Vadde Usha
2020 International Journal of Advanced Trends in Computer Science and Engineering  
This survey paper emphasizes on state-of-the-art in resource management and simulation tools in line with comparison of various edge computing paradigms.  ...  Fog computing is a distributed paradigm that brings cloud resources closer to the devices (sensors/smart) that generate data there by addressing the above challenges.  ...  Figure 1 shows fog computing paradigm. Other similar computing paradigms such as mobile edge computing, mist computing, and cloudlets are also emerging alongside.  ... 
doi:10.30534/ijatcse/2020/125912020 fatcat:jn5zkcstojbmdoo62b7szvecgu

Recent Advances in Evolving Computing Paradigms: Cloud, Edge, and Fog Technologies

Nancy A Angel, Dakshanamoorthy Ravindran, P M Durai Raj Vincent, Kathiravan Srinivasan, Yuh-Chung Hu
2021 Sensors  
This extensive survey presented on the prominent computing paradigms in practice highlights the latest innovations resulting from the fusion between ML and the evolving computing paradigms and discusses  ...  The newest drift is moving computational and storage resources to the edge of the network, involving a decentralized distributed architecture.  ...  Fog computing and cloudlets are related concepts operating at the edge level, with cloudlets deployed at mobile networks and fog computing dealing with connected things [103] .  ... 
doi:10.3390/s22010196 pmid:35009740 pmcid:PMC8749780 fatcat:syxfgjxg45hkvbgny4hxlxas4e

A Mobility Management Using Follow-Me Cloud-Cloudlet in Fog-Computing-Based RANs for Smart Cities

2018 Sensors  
With the assistance of edge/fog computing, this paper presents a fully new mobility management using the proposed follow-me cloud-cloudlet (FMCL) approach in fog-computing-based radio access networks (  ...  After the handover operation, an UE searches for a new cloud, called as a migrated cloud, and a new edge cloud, called as a migrated edge cloud near to UE, where the remaining data is migrated from the  ...  With the assistance of edge/fog computing, this paper presents a mobility management using a proposed follow-me cloud-cloudlet (FMCL) approach in fog-computing-based radio access networks (Fog-RANs) for  ... 
doi:10.3390/s18020489 pmid:29415510 pmcid:PMC5856067 fatcat:7r7d4rzwfvbxfgljwaroakjv2y

A Survey of Fog Computing

Shanhe Yi, Cheng Li, Qun Li
2015 Proceedings of the 2015 Workshop on Mobile Big Data - Mobidata '15  
Fog computing, also termed edge computing, can address those problems by providing elastic resources and services to end users at the edge of network, while cloud computing are more about providing resources  ...  This survey discusses the definition of fog computing and similar concepts, introduces representative application scenarios, and identifies various aspects of issues we may encounter when designing and  ...  This paper presents a survey on fog computing focusing on its concepts, applications and underlying issues one may encounter in designing and implementing fog computing system.  ... 
doi:10.1145/2757384.2757397 dblp:conf/mobihoc/YiLL15 fatcat:2ikw7e2o2zcsdklqn2ckt46juy

Opportunistic Edge Computing: Concepts, opportunities and research challenges

Richard Olaniyan, Olamilekan Fadahunsi, Muthucumaru Maheswaran, Mohamed Faten Zhani
2018 Future generations computer systems  
Unfortunately, edge computing infrastructures like fogs and cloudlets have limited scalability and may be prohibitively expensive to install given the vast edge of the Internet.  ...  It also highlights the key differences between the OEC computing models and the existing computing models and shed the light on early works on the topic.  ...  Roman et Al. survey [13] focuses on security and privacy concerns related to fog computing.  ... 
doi:10.1016/j.future.2018.07.040 fatcat:afbgvoq6evawrls2mx4aydobti

Do we all really know what a fog node is? Current trends towards an open definition

Eva Marín-Tordera, Xavi Masip-Bruin, Jordi García-Almiñana, Admela Jukan, Guang-Jie Ren, Jiafeng Zhu
2017 Computer Communications  
One of the first attempts to define a fog node was made by Cisco, qualifying a fog computing system as a "mini-cloud" located at the edge of the network and implemented through a variety of edge devices  ...  In this paper, we first survey the state of the art in technologies for fog computing nodes, paying special attention to the contributions that analyze the role edge devices play in the fog node definition  ...  Acknowledgments This work was partially supported for UPC authors by the Spanish Ministry of Economy and Competitiveness and by the European Regional Development Fund under contract TEC2015-66220-R (MINECO  ... 
doi:10.1016/j.comcom.2017.05.013 fatcat:njqrjrenorfkpnhckyd6kijqzy

Demystifying Fog Computing: Characterizing Architectures, Applications and Abstractions

Prateeksha Varshney, Yogesh Simmhan
2017 2017 IEEE 1st International Conference on Fog and Edge Computing (ICFEC)  
We highlight novel capabilities of the Edge and Fog layers, such as physical and application mobility, privacy sensitivity, and a nascent runtime environment.  ...  Recently, Fog computing has emerged as a concept for low-latency and resource-rich processing of these observation streams, to complement Edge and Cloud computing.  ...  Their discussion on research problems delves more on the networking and communication between Mobile/Cloud and Fog, and between Fogs rather than on application and middleware. [31] offer a brief survey  ... 
doi:10.1109/icfec.2017.20 dblp:conf/icfec/VarshneyS17 fatcat:3x7qsfnxhbd7vajvnsdalgfzry

Classification and Big Data Usages for Industrial Applications

Sang Boem Lim, Konkuk University, Seoul, Korea,
2019 International Journal of Advanced Trends in Computer Science and Engineering  
Fog computing and cloudlet are presented as the core technology of collecting data. Twitter, LinkedIn, Facebook, and Netflix are discussed as industry and business cases of Big Data.  ...  of the available use cases and survey of related works.  ...  There are several ways to implement Edge computing. This paper analyzes the literature available on Fog computing and Cloudlets.  ... 
doi:10.30534/ijatcse/2019/18842019 fatcat:qyudszbtqfenxgvhgvmnmol7ie
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