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A. Yousefpour, C. Fung and T. Nguyen et al. Journal of Systems Architecture 98 (2019) 289–330 [48] K.P. Kadiyala , J.A. Cobb , Inter-as traffic engineering with sdn, in: 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), IEEE, 2017, pp. 1–7 . [49] B. Mirkhanzadeh , A. Shakeri , C. Shao , M. Razo , M. Tacca , G.M. Galimberti , G. Martinelli , M. Cardani , A. Fumagalli , An sdn-enabled multi-layer protection and restoration mechanism, Opt. Switch. Netw. (2018) . [50] M. Satyanarayanan , P. Bahl , R. Caceres , N. Davies , The case for vm-based cloudlets in mobile computing, IEEE Pervasive Comput. 8 (4) (2009) . [51] P. Hao , Y. Bai , X. Zhang , Y. Zhang , Edgecourier: an edge-hosted personal service for low-bandwidth document synchronization in mobile cloud storage services, in: Proceedings of the Second ACM/IEEE Symposium on Edge Computing, ACM, 2017, p. 7 . [52] Y. Li , W. Wang , Can mobile cloudlets support mobile applications? in: Infocom, 2014 Proceedings IEEE, IEEE, 2014, pp. 1060–1068 . [53] Y. Jararweh , L. Tawalbeh , F. Ababneh , F. Dosari , Resource efficient mobile com- puting using cloudlet infrastructure, in: 2013 IEEE Ninth International Conference on Mobile Ad-hoc and Sensor Networks (MSN), IEEE, 2013, pp. 373–377 . [54] Y. Cui , J. Song , K. Ren , M. Li , Z. Li , Q. Ren , Y. Zhang , Software defined coopera- tive offloading for mobile cloudlets, IEEE/ACM Trans. Netw. 25 (3) (2017) 1746– 1760 . [55] A. Davies, Cisco pushes iot analytics to the extreme edge with mist com- puting. [Online]. Available: http://rethinkresearch.biz/articles/cisco-pushes-iot- analytics-extreme-edge-mist-computing-2 , Blog, Rethink Research. [56] J.S. Preden , K. Tammemäe , A. Jantsch , M. Leier , A. Riid , E. Calis , The benefits of self-awareness and attention in fog and mist computing, Comput. (Long Beach Calif) 48 (7) (2015) 37–45 . [57] P.M.P. Silva , J. Rodrigues , J. Silva , R. Martins , L. Lopes , F. Silva , Using edge-clouds to reduce load on traditional wifi infrastructures and improve quality of experience, in: 2017 IEEE 1st International Conference on Fog and Edge Computing (ICFEC), IEEE, 2017, pp. 61–67 . [58] A. Salem , T. Nadeem , Lamen: leveraging resources on anonymous mobile edge nodes, in: Proceedings of the Eighth Wireless of the Students, by the Students, and for the Students Workshop, ACM, 2016, pp. 15–17 . [59] R. Morabito , Virtualization on internet of things edge devices with container tech- nologies: a performance evaluation, IEEE Access 5 (2017) 8835–8850 . [60] V. Bahl , The emergence of micro datacenters (cloudlets) for mobile computing, 2015 . [61] S. Abdelwahab , B. Hamdaoui , M. Guizani , T. Znati , Cloud of things for sens- ing-as-a-service: architecture, algorithms, and use case, IEEE Internet Things J. 3 (6) (2016) 1099–1112 . [62] M. Jang , K. Schwan , K. Bhardwaj , A. Gavrilovska , A. Avasthi , Personal clouds: Sharing and integrating networked resources to enhance end user experiences, in: INFOCOM, 2014 Proceedings IEEE, IEEE, 2014, pp. 2220–2228 . [63] A. Sathiaseelan , A. Lertsinsrubtavee , A. Jagan , P. Baskaran , J. Crowcroft , Cloudrone: Micro clouds in the sky, in: Proceedings of the 2nd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use, ACM, 2016, pp. 41–44 . [64] K. Habak , E.W. Zegura , M. Ammar , K.A. Harras , Workload management for dy- namic mobile device clusters in edge femtoclouds, in: Proceedings of the Second ACM/IEEE Symposium on Edge Computing, ACM, 2017, p. 6 . [65] H. Chang , A. Hari , S. Mukherjee , T. Lakshman , Bringing the cloud to the edge, in: 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE, 2014, pp. 346–351 . [66] K. Bhardwaj , M.-W. Shih , P. Agarwal , A. Gavrilovska , T. Kim , K. Schwan , Fast, scalable and secure onloading of edge functions using airbox, in: Edge Computing (SEC), IEEE/ACM Symposium on, IEEE, 2016, pp. 14–27 . [67] M. Villari , M. Fazio , S. Dustdar , O. Rana , R. Ranjan , Osmotic computing: a new paradigm for edge/cloud integration, IEEE Cloud Comput. 3 (6) (2016) 76–83 . [68] A. Morshed , P.P. Jayaraman , T. Sellis , D. Georgakopoulos , M. Villari , R. Ranjan , Deep osmosis: holistic distributed deep learning in osmotic computing, IEEE Cloud Comput. 4 (6) (2018) 22–32 . [69] I.S. Association, Ieee 1934–2018 - ieee standard for adoption of openfog reference architecture for fog computing. [Online]. Available: https://standards.ieee.org/ standard/1934-2018.html . [70] E. Marín-Tordera , X. Masip-Bruin , J. García-Almiñana , A. Jukan , G.-J. Ren , J. Zhu , Do we all really know what a fog node is? current trends towards an open definition, Comput. Commun. 109 (2017) 117–130 . [71] L.M. Vaquero , L. Rodero-Merino , Finding your way in the fog: towards a compre- hensive definition of fog computing, ACM SIGCOMM Comput. Commun. Rev. 44 (5) (2014) 27–32 . [72] S. Sarkar , S. Misra , Theoretical modelling of fog computing: a green computing paradigm to support iot applications, IET Netw. 5 (2) (2016) 23–29 . [73] A. Sill , Standards at the edge of the cloud, IEEE Cloud Comput. 4 (2) (2017) 63–67 . [74] J.C. Guevara , L.F. Bittencourt , N.L. da Fonseca , Class of service in fog computing, in: 2017 IEEE 9th Latin-American Conference on Communications (LATINCOM), IEEE, 2017, pp. 1–6 . [75] P. Manzoni , E. Hernández-Orallo , C.T. Calafate , J.-C. Cano , A proposal for a pub- lish/subscribe, disruption tolerant content island for fog computing, in: Proceed- ings of the 3rd Workshop on Experiences with the Design and Implementation of Smart Objects, ACM, 2017, pp. 47–52 . [76] A. Jonathan , M. Uluyol , A. Chandra , J. Weissman , Ensuring reliability in geo- distributed edge cloud, in: Resilience Week (RWS), 2017, IEEE, 2017, pp. 127– 132 . [77] J. Weinman , The 10 laws of fogonomics, IEEE Cloud Comput. 4 (6) (2018) 8–14 . [78] G. Klas , Edge computing and the role of cellular networks, Comput. (Long Beach Calif) 50 (10) (2017) 40–49 . [79] E. Ahmed , A. Ahmed , I. Yaqoob , J. Shuja , A. Gani , M. Imran , M. Shoaib , Bringing computation closer toward the user network: is edge computing the solution? IEEE Commun. Mag. 55 (11) (2017) 138–144 . [80] W. Shi , J. Cao , Q. Zhang , Y. Li , L. Xu , Edge computing: vision and challenges, IEEE Internet Things J. 3 (5) (2016) 637–646 . [81] N. Abbas , Y. Zhang , A. Taherkordi , T. Skeie , Mobile edge computing: a survey, IEEE Internet Things J. 5 (1) (2018) 450–465 . [82] I. Stojmenovic , S. Wen , The fog computing paradigm: Scenarios and security is- sues, in: 2014 Federated Conference on Computer Science and Information Systems (FedCSIS), IEEE, 2014, pp. 1–8 . [83] L. Gao , T.H. Luan , B. Liu , W. Zhou , S. Yu , Fog Computing and Its Applications in 5G, in: 5G Mobile Communications, Springer, 2017, pp. 571–593 . [84] M. Chiang , T. Zhang , Fog and iot: an overview of research opportunities, IEEE Internet Things J. 3 (6) (2016) 854–864 . [85] P. Varshney , Y. Simmhan , Demystifying fog computing: characterizing architec- tures, applications and abstractions, in: 2017 IEEE 1st International Conference on Fog and Edge Computing (ICFEC), IEEE, 2017, pp. 115–124 . [86] P. Hu , S. Dhelim , H. Ning , T. Qiu , Survey on fog computing: architecture, key technologies, applications and open issues, J. Netw. Comput. Appl. (2017) . [87] P. Bellavista , L. Foschini , D. Scotece , Converging mobile edge computing, fog com- puting, and iot quality requirements, in: 2017 IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud), IEEE, 2017, pp. 313–320 . [88] A. Yousefpour , G. Ishigaki , R. Gour , J.P. Jue , On reducing iot service delay via fog offloading, IEEE Internet Things J. 5 (2) (2018) 998–1010 . [89] S. Sarkar , S. Chatterjee , S. Misra , Assessment of the suitability of fog computing in the context of internetof things, IEEE Trans. Cloud Comput. 6 (1) (2018) 46–59 . [90] X. Lyu , H. Tian , L. Jiang , A. Vinel , S. Maharjan , S. Gjessing , Y. Zhang , Selective offloading in mobile edge computing for the green internet of things, IEEE Netw. 32 (1) (2018) 54–60 . [91] X. Masip-Bruin , E. Marín-Tordera , G. Tashakor , A. Jukan , G.-J. Ren , Foggy clouds and cloudy fogs: a real need for coordinated management of fog-to-cloud comput- ing systems, IEEE Wirel. Commun. 23 (5) (2016) 120–128 . [92] L. Tong , Y. Li , W. Gao , A hierarchical edge cloud architecture for mobile computing, in: INFOCOM 2016-The 35th Annual IEEE International Conference on Computer Communications, IEEE, IEEE, 2016, pp. 1–9 . [93] E.K. Markakis , K. Karras , A. Sideris , G. Alexiou , E. Pallis , Computing, caching, and communication at the edge: the cornerstone for building a versatile 5g ecosystem, IEEE Commun. Mag. 55 (11) (2017) 152–157 . [94] E.K. Markakis , K. Karras , N. Zotos , A. Sideris , T. Moysiadis , A. Corsaro , G. Alexiou , C. Skianis , G. Mastorakis , C.X. Mavromoustakis , et al. , Exegesis: extreme edge re- source harvesting for a virtualized fog environment, IEEE Commun. Mag. 55 (7) (2017) 173–179 . [95] C. Chang , S.N. Srirama , R. Buyya , Indie fog: an efficient fog-computing infrastruc- ture for the internet of things, Comput. (Long Beach Calif) 50 (9) (2017) 92–98 . [96] C.C. Byers , Architectural imperatives for fog computing: use cases, requirements, and architectural techniques for fog-enabled iot networks, IEEE Commun. Mag. 55 (8) (2017) 14–20 . [97] M. Yannuzzi , R. Milito , R. Serral-Gracià, D. Montero , M. Nemirovsky , Key ingredi- ents in an iot recipe: Fog computing, cloud computing, and more fog computing, in: 2014 IEEE 19th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), IEEE, 2014, pp. 325–329 . [98] Z. Hao , E. Novak , S. Yi , Q. Li , Challenges and software architecture for fog com- puting, IEEE Internet Comput. 21 (2) (2017) 44–53 . [99] S. Yi , Z. Qin , Q. Li , Security and privacy issues of fog computing: a survey, in: Inter- national Conference on Wireless Algorithms, Systems, and Applications, Springer, 2015, pp. 685–695 . [100] D. Grewe , M. Wagner , M. Arumaithurai , I. Psaras , D. Kutscher , Information-cen- tric mobile edge computing for connected vehicle environments: challenges and research directions, in: Proceedings of the Workshop on Mobile Edge Communica- tions, ACM, 2017, pp. 7–12 . [101] C. Perera , Y. Qin , J.C. Estrella , S. Reiff-Marganiec , A.V. Vasilakos , Fog computing for sustainable smart cities: a survey, ACM Comput. Surv. (CSUR) 50 (3) (2017) 32 . [102] J. Ni , A. Zhang , X. Lin , X.S. Shen , Security, privacy, and fairness in fog-based ve- hicular crowdsensing, IEEE Commun. Mag. 55 (6) (2017) 146–152 . [103] R. Mahmud , R. Kotagiri , R. Buyya , Fog Computing: A Taxonomy, Survey and Future Directions, in: Internet of Everything, Springer, 2018, pp. 103–130 . [104] P. Zhang , J.K. Liu , F.R. Yu , M. Sookhak , M.H. Au , X. Luo , A survey on access control in fog computing, IEEE Commun. Mag. 56 (2) (2018) 144–149 . [105] S.N. Shirazi , A. Gouglidis , A. Farshad , D. Hutchison , The extended cloud: review and analysis of mobile edge computing and fog from a security and resilience per- spective, IEEE J. Sel. Areas Commun. 35 (11) (2017) 2586–2595 . [106] X. Sun , N. Ansari , Edgeiot: mobile edge computing for the internet of things, IEEE Commun. Mag. 54 (12) (2016) 22–29 . [107] A. Brogi , S. Forti , Qos-aware deployment of iot applications through the fog, IEEE Internet Things J. 4 (5) (2017) 1185–1192 . [108] C. Dsouza , G.-J. Ahn , M. Taguinod , Policy-driven security management for fog com- puting: Preliminary framework and a case study, in: 2014 IEEE 15th International Conference on Information Reuse and Integration (IRI), IEEE, 2014, pp. 16–23 . [109] S. Yi , Z. Hao , Z. Qin , Q. Li , Fog computing: Platform and applications, in: 2015 Third IEEE Workshop on Hot Topics in Web Systems and Technologies (HotWeb), IEEE, 2015, pp. 73–78 . [110] A. Kiani , N. Ansari , Toward hierarchical mobile edge computing: an auction-based profit maximization approach, IEEE Internet Things J. 4 (6) (2017) 2082–2091 . [111] Y. Li , Y. Chen , T. Lan , G. Venkataramani , Mobiqor: Pushing the envelope of mo- bile edge computing via quality-of-result optimization, in: 2017 IEEE 37th In- 323 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0041 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0041 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0041 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0042 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0043 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0043 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0043 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0043 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0043 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0044 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0044 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0044 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0044 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0044 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0045 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0045 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0045 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0046 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0046 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0046 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0046 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0046 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0047 http://rethinkresearch.biz/articles/cisco-pushes-iot-analytics-extreme-edge-mist-computing-2 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0048 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0049 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0050 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0050 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0050 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0051 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0051 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref1107http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref1107 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0052 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0052 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0052 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0052 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0052 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0053 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0053 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0053 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0053 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0053 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0053 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0054 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0054 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0054 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0054 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0054 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0054 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0055 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0055 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0055 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0055 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0055 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0056 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0056 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0056 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0056 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0056 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0057 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0058 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0058 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0058 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0058 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0058 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0058 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0059 https://standards.ieee.org/standard/1934-2018.html http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0060 http://refhub.elsevier.com/S1383-7621(18)30634-9/sbref0060 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