Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges

被引:224
作者
Gill, Sukhpal Singh [1 ]
Tuli, Shreshth [2 ]
Xu, Minxian [3 ]
Singh, Inderpreet [4 ,17 ]
Singh, Karan Vijay [5 ,18 ]
Lindsay, Dominic [6 ]
Tuli, Shikhar [7 ]
Smirnova, Daria [6 ]
Singh, Manmeet [8 ,9 ]
Jain, Udit
Pervaiz, Haris [6 ]
Sehgal, Bhanu [10 ]
Kaila, Sukhwinder Singh [11 ]
Misra, Sanjay [12 ,13 ]
Aslanpour, Mohammad Sadegh [14 ]
Mehta, Harshit [15 ,19 ]
Stankovski, Vlado [16 ]
Garraghan, Peter [6 ]
机构
[1] Queen Mary Univ London, Sch Elect Engn & Comp Sci, Mile End Rd, London E1 4NS, England
[2] Indian Inst Technol IIT, Dept Comp Sci & Engn, Delhi, India
[3] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen, Peoples R China
[4] Simon Fraser Univ, Dept Comp Sci, Burnaby, BC, Canada
[5] Univ Waterloo, Dept Comp Sci, Waterloo, ON, Canada
[6] Univ Lancaster, Sch Comp & Commun, Lancaster, England
[7] Indian Inst Technol IIT, Dept Elect Engn, Delhi, India
[8] Indian Inst Trop Meteorol IITM, Ctr Climate Change Res, Pune, Maharashtra, India
[9] Indian Inst Technol IIT, Interdisciplinary Programme IDP Climate Studies, Bombay, Maharashtra, India
[10] Accenture, Melbourne, Australia
[11] Cvent India Inc, Gurugram, India
[12] Covenant Univ, Dept Elect & Informat Engn, Ota, Nigeria
[13] Atilim Univ, Dept Comp Engn, Ankara, Turkey
[14] Islamic Azad Univ, Jahrom Branch, Young Res & Elite Club, Jahrom, Iran
[15] Univ Texas Austin, Cockrell Sch Engn, Walker Dept Mech Engn, Austin, TX 78712 USA
[16] Univ Ljubljana, Fac Civil & Geodet Engn, Ljubljana, Slovenia
[17] 1Qbit, Vancouver, BC, Canada
[18] Amazon, Toronto, ON, Canada
[19] Dell Technol, Austin, TX USA
关键词
Cloud computing; Quality of Service; Cloud applications; Cloud paradigms and technologies; IoT; Blockchain; Artificial Intelligence; SOFTWARE-DEFINED NETWORKS; RESOURCE-MANAGEMENT; KEY TECHNOLOGIES; BIG DATA; FOG; ENERGY; SECURITY; INTERNET; THINGS; EDGE;
D O I
10.1016/j.iot.2019.100118
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing plays a critical role in modern society and enables a range of applications from infrastructure to social media. Such system must cope with varying load and evolving usage reflecting societies' interaction and dependency on automated computing systems whilst satisfying Quality of Service (QoS) guarantees. Enabling these systems are a cohort of conceptual technologies, synthesized to meet demand of evolving computing applications. In order to understand current and future challenges of such system, there is a need to identify key technologies enabling future applications. In this study, we aim to explore how three emerging paradigms (Blockchain, IoT and Artificial Intelligence) will influence future cloud computing systems. Further, we identify several technologies driving these paradigms and invite international experts to discuss the current status and future directions of cloud computing. Finally, we proposed a conceptual model for cloud futurology to explore the influence of emerging paradigms and technologies on evolution of cloud computing. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页数:26
相关论文
共 134 条
[1]   Fog Computing for the Internet of Things: Security and Privacy Issues [J].
Alrawais, Arwa ;
Alhothaily, Abdulrahman ;
Hu, Chunqiang ;
Cheng, Xiuzhen .
IEEE INTERNET COMPUTING, 2017, 21 (02) :34-42
[2]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082
[3]  
[Anonymous], 2018, Bus. Technol. Digit. Transform. Strateg., DOI DOI 10.48550/ARXIV.1805.01765
[4]  
[Anonymous], 2011, WOA
[5]  
[Anonymous], 2015, ACM COMPUT SURV, DOI DOI 10.1145/2843889
[6]  
[Anonymous], 2016, WHAT IS FOG NODE TUT
[7]  
[Anonymous], 2012, INT J COMPUTER APPL
[8]  
[Anonymous], 2012, HDB INN NAN SYNTH
[9]  
[Anonymous], 2017, ARXIV170302952
[10]  
[Anonymous], 2017, IEEE INTERNET THINGS