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Surv."],"published-print":{"date-parts":[[2020,11,30]]},"abstract":"<jats:p>Sending data to the cloud for analysis was a prominent trend during the past decades, driving cloud computing as a dominant computing paradigm. However, the dramatically increasing number of devices and data traffic in the Internet-of-Things (IoT) era are posing significant burdens on the capacity-limited Internet and uncontrollable service delay. It becomes difficult to meet the delay-sensitive and context-aware service requirements of IoT applications by using cloud computing alone. Facing these challenges, computing paradigms are shifting from the centralized cloud computing to distributed edge computing. Several new computing paradigms, including Transparent Computing, Mobile Edge Computing, Fog Computing, and Cloudlet, have emerged to leverage the distributed resources at network edge to provide timely and context-aware services. By integrating end devices, edge servers, and cloud, they form a hierarchical IoT architecture, i.e., End-Edge-Cloud orchestrated architecture to improve the performance of IoT systems. This article presents a comprehensive survey of these emerging computing paradigms from the perspective of end-edge-cloud orchestration. Specifically, we first introduce and compare the architectures and characteristics of different computing paradigms. Then, a comprehensive survey is presented to discuss state-of-the-art research in terms of computation offloading, caching, security, and privacy. Finally, some potential research directions are envisioned for fostering continuous research efforts.<\/jats:p>","DOI":"10.1145\/3362031","type":"journal-article","created":{"date-parts":[[2019,10,16]],"date-time":"2019-10-16T18:55:35Z","timestamp":1571252135000},"page":"1-36","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":442,"title":["A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms"],"prefix":"10.1145","volume":"52","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2782-183X","authenticated-orcid":false,"given":"Ju","family":"Ren","sequence":"first","affiliation":[{"name":"Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Deyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shiwen","family":"He","sequence":"additional","affiliation":[{"name":"Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yaoxue","family":"Zhang","sequence":"additional","affiliation":[{"name":"Central South University, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Li","sequence":"additional","affiliation":[{"name":"University of Florida, Gainesville, FL, U.S.A."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,10,16]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"Mobile Edge Computing Introductory Technical White Paper. 2014. 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Retrieve from https:\/\/www.vanrish.com\/blog\/2017\/12\/17\/apis-for-iot-and-fog-computing\/.  APIs for IOT and FOG computing. 2017. Retrieve from https:\/\/www.vanrish.com\/blog\/2017\/12\/17\/apis-for-iot-and-fog-computing\/."},{"key":"e_1_2_1_7_1","volume-title":"Global Mobile Data Traffic Forecast Update","author":"Networking Index Cisco Visual","year":"2016","unstructured":"Cisco Visual Networking Index : Global Mobile Data Traffic Forecast Update , 2016 -2021. 2017. Retrieved from https:\/\/www.cisco.com\/c\/en\/us\/solutions\/collateral\/service-provider\/visual-networking-index-vni\/mobile-white-paper-c11-520862.html. Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2016-2021. 2017. Retrieved from https:\/\/www.cisco.com\/c\/en\/us\/solutions\/collateral\/service-provider\/visual-networking-index-vni\/mobile-white-paper-c11-520862.html."},{"key":"e_1_2_1_8_1","unstructured":"Cloud Adoption Is Growing But Forecasts Differ on How Much. 2017. 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In Proceedings of the IEEE International Conference on Computer Communications (INFOCOM\u201918). 760--765."},{"key":"e_1_2_1_83_1","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2016.7564756"},{"key":"e_1_2_1_84_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2014.2381227"},{"key":"e_1_2_1_85_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2013.2289556"},{"key":"e_1_2_1_86_1","volume-title":"Proceedings of the IEEE International Symposium on Information Theory (ISIT\u201916)","author":"Liu Juan","unstructured":"Juan Liu , Yuyi Mao , Jun Zhang , and Khaled B. Letaief . 2016. Delay-optimal computation task scheduling for mobile-edge computing systems . In Proceedings of the IEEE International Symposium on Information Theory (ISIT\u201916) . IEEE, 1451--1455. Juan Liu, Yuyi Mao, Jun Zhang, and Khaled B. Letaief. 2016. Delay-optimal computation task scheduling for mobile-edge computing systems. 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Mobile edge computing: Survey and research outlook. arXiv preprint arXiv:1701.01090 (2017)."},{"key":"e_1_2_1_96_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"e_1_2_1_97_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2611964"},{"key":"e_1_2_1_98_1","volume-title":"Letaief","author":"Mao Yuyi","year":"2016","unstructured":"Yuyi Mao , Jun Zhang , S. H. Song , and Khaled B . Letaief . 2016 . Power-delay tradeoff in multi-user mobile-edge computing systems. arXiv preprint arXiv:1609.06027 (2016). Yuyi Mao, Jun Zhang, S. H. Song, and Khaled B. Letaief. 2016. Power-delay tradeoff in multi-user mobile-edge computing systems. arXiv preprint arXiv:1609.06027 (2016)."},{"key":"e_1_2_1_99_1","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2717986"},{"key":"e_1_2_1_100_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2017.9"},{"key":"e_1_2_1_101_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICBNMT.2011.6155974"},{"key":"e_1_2_1_102_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2015.7081092"},{"key":"e_1_2_1_103_1","first-page":"1019","article-title":"Evaluating performance of containerized IoT services for clustered devices at the network edge","volume":"4","author":"Morabito R.","year":"2017","unstructured":"R. Morabito , I. Farris , A. Iera , and T. Taleb . 2017 . Evaluating performance of containerized IoT services for clustered devices at the network edge . IEEE IoT J. 4 , 4 (2017), 1019 -- 1030 . R. Morabito, I. Farris, A. Iera, and T. Taleb. 2017. Evaluating performance of containerized IoT services for clustered devices at the network edge. IEEE IoT J. 4, 4 (2017), 1019--1030.","journal-title":"IEEE IoT J."},{"key":"e_1_2_1_104_1","first-page":"4","article-title":"Clarifying fog computing and networking: 10 questions and answers","volume":"55","author":"Mung Chiang","year":"2017","unstructured":"Chiang Mung , Ha Sangtae , I Chih-lin, Risso Fulvio , and Zhang Tao . 2017 . Clarifying fog computing and networking: 10 questions and answers . IEEE Commun. Mag. 55 , 4 (Apr. 2017), 18--20. DOI:https:\/\/doi.org\/10.1109\/MCOM.2017.7901470 Chiang Mung, Ha Sangtae, I Chih-lin, Risso Fulvio, and Zhang Tao. 2017. Clarifying fog computing and networking: 10 questions and answers. IEEE Commun. Mag. 55, 4 (Apr. 2017), 18--20. DOI:https:\/\/doi.org\/10.1109\/MCOM.2017.7901470","journal-title":"IEEE Commun. Mag."},{"key":"e_1_2_1_105_1","doi-asserted-by":"publisher","DOI":"10.1109\/WCNCW.2014.6934856"},{"key":"e_1_2_1_106_1","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7842248"},{"key":"e_1_2_1_107_1","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/518518"},{"key":"e_1_2_1_108_1","unstructured":"OECI. 2017. Retrieved from http:\/\/openedgecomputing.org\/index.html.  OECI. 2017. Retrieved from http:\/\/openedgecomputing.org\/index.html."},{"key":"e_1_2_1_109_1","volume-title":"From cloud to fog computing: A review and a conceptual live VM migration framework","author":"Osanaiye Opeyemi","year":"2017","unstructured":"Opeyemi Osanaiye , Shuo Chen , Zheng Yan , Rongxing Lu , Kim Choo , and Mqhele Dlodlo . 2017. From cloud to fog computing: A review and a conceptual live VM migration framework . IEEE Access ( 2017 ). Opeyemi Osanaiye, Shuo Chen, Zheng Yan, Rongxing Lu, Kim Choo, and Mqhele Dlodlo. 2017. From cloud to fog computing: A review and a conceptual live VM migration framework. IEEE Access (2017)."},{"key":"e_1_2_1_110_1","doi-asserted-by":"publisher","DOI":"10.1109\/FAS-W.2016.58"},{"key":"e_1_2_1_111_1","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2016.7536737"},{"key":"e_1_2_1_112_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7537172"},{"key":"e_1_2_1_113_1","first-page":"3","article-title":"Mobile edge computing: A survey on architecture and computation offloading","volume":"19","author":"Pavel Mach","year":"2017","unstructured":"Mach Pavel and Becvar Zdenek . 2017 . Mobile edge computing: A survey on architecture and computation offloading . IEEE Commun. Surv. Tutor. 19 , 3 (Thirdquarter 2017), 1628--1656. Mach Pavel and Becvar Zdenek. 2017. Mobile edge computing: A survey on architecture and computation offloading. IEEE Commun. Surv. Tutor. 19, 3 (Thirdquarter 2017), 1628--1656.","journal-title":"IEEE Commun. Surv. 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IEEE IoT J. 5, 3 (2018), 1816--1829.","journal-title":"IEEE IoT J."},{"key":"e_1_2_1_116_1","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2014.6952688"},{"key":"e_1_2_1_117_1","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2013.6831621"},{"key":"e_1_2_1_118_1","volume-title":"Proceedings of the Conference on Design, Automation and Test in Europe Conference (DATE\u201903)","author":"Pramote Kuacharoen","unstructured":"Kuacharoen Pramote , J. Mooney Vincent , and K. Madisetti Vijay . 2003. Identity-based authentication scheme for the Internet of Things . In Proceedings of the Conference on Design, Automation and Test in Europe Conference (DATE\u201903) . IEEE, 912--917. Kuacharoen Pramote, J. Mooney Vincent, and K. Madisetti Vijay. 2003. Identity-based authentication scheme for the Internet of Things. In Proceedings of the Conference on Design, Automation and Test in Europe Conference (DATE\u201903). IEEE, 912--917."},{"key":"e_1_2_1_119_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2624118"},{"key":"e_1_2_1_120_1","article-title":"Hybrid intrusion detection algorithm for private cloud","volume":"8","author":"Rajendran Praveen Kumar","year":"2015","unstructured":"Praveen Kumar Rajendran . 2015 . Hybrid intrusion detection algorithm for private cloud . Ind. J. Sci. Technol. 8 , 35 (2015). Praveen Kumar Rajendran. 2015. Hybrid intrusion detection algorithm for private cloud. Ind. J. Sci. Technol. 8, 35 (2015).","journal-title":"Ind. J. Sci. Technol."},{"key":"e_1_2_1_121_1","doi-asserted-by":"publisher","DOI":"10.1109\/WTS.2013.6566245"},{"key":"e_1_2_1_122_1","volume-title":"Internet of Things From Hype to Reality: The Road to Digitization","author":"Rayes Ammar","unstructured":"Ammar Rayes and Salam Samer . 2016. Internet of Things From Hype to Reality: The Road to Digitization . Springer . Ammar Rayes and Salam Samer. 2016. Internet of Things From Hype to Reality: The Road to Digitization. Springer."},{"key":"e_1_2_1_123_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2017.1700030"},{"key":"e_1_2_1_124_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700415"},{"key":"e_1_2_1_125_1","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2016.2555806"},{"key":"e_1_2_1_126_1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700175"},{"key":"e_1_2_1_127_1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2016.2620469"},{"key":"e_1_2_1_128_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC.2016.7543884"},{"key":"e_1_2_1_129_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.9"},{"key":"e_1_2_1_130_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2009.82"},{"key":"e_1_2_1_131_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2015.32"},{"key":"e_1_2_1_132_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7537179"},{"key":"e_1_2_1_133_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700878"},{"key":"e_1_2_1_134_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2013.6566762"},{"key":"e_1_2_1_135_1","volume-title":"Proceedings of the ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM\u201915)","author":"Sohankar Javad","unstructured":"Javad Sohankar , Koosha Sadeghi , Ayan Banerjee , and Sandeep K. S. Gupta . 2015. E-bias: A pervasive eeg-based identification and authentication system . In Proceedings of the ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM\u201915) . ACM, 165--172. Javad Sohankar, Koosha Sadeghi, Ayan Banerjee, and Sandeep K. S. Gupta. 2015. E-bias: A pervasive eeg-based identification and authentication system. In Proceedings of the ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM\u201915). ACM, 165--172."},{"key":"e_1_2_1_136_1","doi-asserted-by":"publisher","DOI":"10.1109\/VCIP.2017.8305120"},{"key":"e_1_2_1_137_1","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2015.2418192"},{"key":"e_1_2_1_138_1","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2690678"},{"key":"e_1_2_1_139_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2705720"},{"key":"e_1_2_1_140_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2848644"},{"key":"e_1_2_1_141_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12083-017-0554-8"},{"key":"e_1_2_1_142_1","doi-asserted-by":"publisher","DOI":"10.1145\/2541468.2541470"},{"key":"e_1_2_1_143_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2018.032501519"},{"key":"e_1_2_1_144_1","doi-asserted-by":"publisher","DOI":"10.1145\/2677046.2677052"},{"key":"e_1_2_1_145_1","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2016.7841889"},{"key":"e_1_2_1_146_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2304633"},{"key":"e_1_2_1_147_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2016.2616359"},{"key":"e_1_2_1_148_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.02.032"},{"key":"e_1_2_1_149_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7537180"},{"key":"e_1_2_1_150_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2685434"},{"key":"e_1_2_1_151_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736753"},{"key":"e_1_2_1_152_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2015.2466617"},{"key":"e_1_2_1_153_1","first-page":"4268","article-title":"Mobile-edge computing: Partial computation offloading using dynamic voltage scaling","volume":"64","author":"Wang Yanting","year":"2016","unstructured":"Yanting Wang , Min Sheng , Xijun Wang , Liang Wang , and Jiandong Li . 2016 . Mobile-edge computing: Partial computation offloading using dynamic voltage scaling . IEEE Trans. Commun. 64 , 10 (2016), 4268 -- 4282 . Yanting Wang, Min Sheng, Xijun Wang, Liang Wang, and Jiandong Li. 2016. Mobile-edge computing: Partial computation offloading using dynamic voltage scaling. IEEE Trans. Commun. 64, 10 (2016), 4268--4282.","journal-title":"IEEE Trans. Commun."},{"key":"e_1_2_1_154_1","doi-asserted-by":"publisher","DOI":"10.1145\/2462456.2464442"},{"key":"e_1_2_1_155_1","volume-title":"Energy-efficient decision making for mobile cloud offloading","author":"Wu Huaming","year":"2018","unstructured":"Huaming Wu , Yi Sun , and Katinka Wolter . 2018. Energy-efficient decision making for mobile cloud offloading . IEEE Trans. Cloud Comput . ( 2018 ). DOI:https:\/\/doi.org\/10.1109\/TCC.2018.2789446 Huaming Wu, Yi Sun, and Katinka Wolter. 2018. Energy-efficient decision making for mobile cloud offloading. IEEE Trans. Cloud Comput. (2018). DOI:https:\/\/doi.org\/10.1109\/TCC.2018.2789446"},{"key":"e_1_2_1_156_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2012.189"},{"key":"e_1_2_1_157_1","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.070813.00063"},{"key":"e_1_2_1_158_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2010.2081981"},{"key":"e_1_2_1_159_1","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2014.2366735"},{"key":"e_1_2_1_160_1","volume-title":"Proceedings of the IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD\u201914)","author":"Yannuzzi M.","year":"2014","unstructured":"M. Yannuzzi , R. Milito , R. Serral-Gracia , D. Montero , and M. Nemirovsky . 2014. Key ingredients in an IoT recipe: Fog computing, cloud computing, and more fog computing . In Proceedings of the IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD\u201914) . 325--329. DOI:https:\/\/doi.org\/10.1109\/CAMAD. 2014 .7033259 M. Yannuzzi, R. Milito, R. Serral-Gracia, D. Montero, and M. Nemirovsky. 2014. Key ingredients in an IoT recipe: Fog computing, cloud computing, and more fog computing. In Proceedings of the IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD\u201914). 325--329. DOI:https:\/\/doi.org\/10.1109\/CAMAD.2014.7033259"},{"key":"e_1_2_1_161_1","doi-asserted-by":"publisher","DOI":"10.1145\/2757384.2757397"},{"key":"e_1_2_1_162_1","volume-title":"Multiuser resource allocation for mobile-edge computation offloading. arXiv preprint arXiv:1604.02519","author":"You Changsheng","year":"2016","unstructured":"Changsheng You and Kaibin Huang . 2016. Multiuser resource allocation for mobile-edge computation offloading. arXiv preprint arXiv:1604.02519 ( 2016 ). Changsheng You and Kaibin Huang. 2016. 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