Next generation cloud computing: New trends and research directions

被引:424
|
作者
Varghese, Blesson [1 ]
Buyya, Rajkumar [2 ]
机构
[1] Queens Univ Belfast, Sch Elect Elect Engn & Comp Sci, Belfast, Antrim, North Ireland
[2] Univ Melbourne, Sch Comp & Informat Syst, Cloud Comp & Distributed Syst CLOUDS Lab, Melbourne, Vic, Australia
关键词
Cloud computing; Fog computing; Cloudlet; Multi-cloud; Serverless computing; Cloud security; SOFTWARE-DEFINED NETWORKING; PLACEMENT; INTERNET; STRATEGY; FUTURE; MODEL;
D O I
10.1016/j.future.2017.09.020
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The landscape of cloud computing has significantly changed over the last decade. Not only have more providers and service offerings crowded the space, but also cloud infrastructure that was traditionally limited to single provider data centers is now evolving. In this paper, we firstly discuss the changing cloud infrastructure and consider the use of infrastructure from multiple providers and the benefit of decentralising computing away from data centers. These trends have resulted in the need for a variety of new computing architectures that will be offered by future cloud infrastructure. These architectures are anticipated to impact areas, such as connecting people and devices, data-intensive computing, the service space and self-learning systems. Finally, we lay out a roadmap of challenges that will need to be addressed for realising the potential of next generation cloud systems. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:849 / 861
页数:13
相关论文
共 50 条
  • [1] A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade
    Buyya, Rajkumar
    Srirama, Satish Narayana
    Casale, Giuliano
    Calheiros, Rodrigo
    Simmhan, Yogesh
    Varghese, Blesson
    Gelenbe, Erol
    Javadi, Bahman
    Vaquero, Luis Miguel
    Netto, Marco A. S.
    Toosi, Adel Nadjaran
    Rodriguez, Maria Alejandra
    Llorente, Ignacio M.
    Di Vimercati, Sabrina De Capitani
    Samarati, Pierangela
    Milojicic, Dejan
    Varela, Carlos
    Bahsoon, Rami
    De Assuncao, Marcos Dias
    Rana, Omer
    Zhou, Wanlei
    Jin, Hai
    Gentzsch, Wolfgang
    Zomaya, Albert Y.
    Shen, Haiying
    [J]. ACM COMPUTING SURVEYS, 2019, 51 (05)
  • [2] AI for next generation computing: Emerging trends and future directions
    Gill, Sukhpal Singh
    Xu, Minxian
    Ottaviani, Carlo
    Patros, Panos
    Bahsoon, Rami
    Shaghaghi, Arash
    Golec, Muhammed
    Stankovski, Vlado
    Wu, Huaming
    Abraham, Ajith
    Singh, Manmeet
    Mehta, Harshit
    Ghosh, Soumya K.
    Baker, Thar
    Parlikad, Ajith Kumar
    Lutfiyya, Hanan
    Kanhere, Salil S.
    Sakellariou, Rizos
    Dustdar, Schahram
    Rana, Omer
    Brandic, Ivona
    Uhlig, Steve
    [J]. INTERNET OF THINGS, 2022, 19
  • [3] Insider Threats to Cloud Computing: Directions for New Research Challenges
    Claycomb, William R.
    Nicoll, Alex
    [J]. 2012 IEEE 36TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC), 2012, : 387 - 394
  • [4] Next Generation of Computing through Cloud Computing Technology
    Mollah, Muhammad Baqer
    Islam, Kazi Reazul
    Islam, Sikder Sunbeam
    [J]. 2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,
  • [5] Cloud Computing in natural hazard modeling systems: Current research trends and future directions
    Ujjwal, K. C.
    Garg, Saurabh
    Hilton, James
    Aryal, Jagannath
    Forbes-Smith, Nicholas
    [J]. INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2019, 38
  • [6] Next generation of embedded system on cloud computing
    Furuichi, Tetsuo
    Yamada, Kunihiro
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS 18TH ANNUAL CONFERENCE, KES-2014, 2014, 35 : 1605 - 1614
  • [7] Towards a next generation of scientific computing in the cloud
    Tabaa, Yassine
    Medouri, Abdellatif
    [J]. International Journal of Computer Science Issues, 2012, 9 (6-3): : 177 - 183
  • [8] A survey on cloud computing and networking in the next generation
    Das, Piyali
    Mitra, Rupendra N.
    [J]. FOUNDATIONS AND FRONTIERS IN COMPUTER, COMMUNICATION AND ELECTRICAL ENGINEERING, 2016, : 275 - 280
  • [9] Resource Management Challenges in the Next Generation Cloud based Systems: A Survey and Research Directions
    Shehab, Ragaa A.
    Taher, Mohamed
    Mohamed, Hoda K.
    [J]. PROCEEDINGS OF 2018 13TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND SYSTEMS (ICCES), 2018, : 139 - 144
  • [10] TRUST MANAGEMENT IN THE WORLD OF CLOUD COMPUTING. PAST TRENDS AND SOME NEW DIRECTIONS
    Saleem, Mahreen
    Warsi, M. R.
    Islam, Saiful
    Anjum, Areesha
    Siddiquii, Nadia
    [J]. SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2021, 22 (04): : 424 - 444