A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade

被引:191
作者
Buyya, Rajkumar [1 ]
Srirama, Satish Narayana [2 ]
Casale, Giuliano [3 ]
Calheiros, Rodrigo [4 ]
Simmhan, Yogesh [5 ]
Varghese, Blesson [6 ]
Gelenbe, Erol [7 ]
Javadi, Bahman [4 ]
Vaquero, Luis Miguel [8 ]
Netto, Marco A. S. [9 ]
Toosi, Adel Nadjaran [10 ]
Rodriguez, Maria Alejandra [1 ]
Llorente, Ignacio M. [11 ]
Di Vimercati, Sabrina De Capitani [12 ]
Samarati, Pierangela [12 ]
Milojicic, Dejan [13 ]
Varela, Carlos [14 ]
Bahsoon, Rami [15 ]
De Assuncao, Marcos Dias [16 ]
Rana, Omer [17 ]
Zhou, Wanlei [18 ]
Jin, Hai [19 ]
Gentzsch, Wolfgang [20 ]
Zomaya, Albert Y. [21 ]
Shen, Haiying [22 ]
机构
[1] Univ Melbourne, Parkville, Vic 3010, Australia
[2] Univ Tartu, Ulikooli 17-329, EE-50090 Tartu, Estonia
[3] Imperial Coll London, Huxley 432, London, England
[4] Western Sydney Univ, Locked Bag 1797, Penrith, NSW 2751, Australia
[5] Indian Inst Sci, CDS 206,Nilgiri Marg, Bangalore 560012, Karnataka, India
[6] Queens Univ Belfast, Belfast BT9 5BN, Antrim, North Ireland
[7] Imperial Coll London, South Kensington Campus, London SW7 2AZ, England
[8] Univ Bristol, Merchant Venturers Bldg,Woodland Rd, Bristol, Avon, England
[9] IBM Res, Sao Paulo, Brazil
[10] Monash Univ, Clayton, Vic 3800, Australia
[11] Univ Complutense Madrid, E-28040 Madrid, Spain
[12] Univ Milan, Via Celoria 18, I-20133 Milan, Italy
[13] Hewlett Packard Labs, Palo Alto, CA USA
[14] Rensselaer Polytech Inst, 110 8th St, Troy, NY 12180 USA
[15] Univ Birmingham, Birmingham B15 2TT, W Midlands, England
[16] INRIA, 46 Allee Italie, F-69364 Lyon, France
[17] Cardiff Univ, 5 Parade,Newport Rd, Cardiff CF24 3AA, S Glam, Wales
[18] Univ Technol Sydney, 15 Broadway, Ultimo, NSW 2007, Australia
[19] Huazhong Univ Sci & Technol, Wuhan 430074, Hubei, Peoples R China
[20] UberCloud, 2310 Homestead Rd Suite C1-301, Los Altos, CA USA
[21] Univ Sydney, Bldg J12, Sydney, NSW 2006, Australia
[22] Univ Virginia, 85 Engineers Way,POB 400740, Charlottesville, VA 22904 USA
基金
英国工程与自然科学研究理事会; 欧盟地平线“2020”;
关键词
Cloud computing; scalability; sustainability; InterCloud; data management; Cloud economics; application development; Fog computing; serverless computing; RESOURCE-MANAGEMENT; PACKET NETWORKS; FRAMEWORK; RELIABILITY; ENVIRONMENTS; ARCHITECTURE; PERFORMANCE; MECHANISMS; SECURITY; SYSTEMS;
D O I
10.1145/3241737
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Cloud computing paradigm has revolutionised the computer science horizon during the past decade and has enabled the emergence of computing as the fifth utility. It has captured significant attention of academia, industries, and government bodies. Now, it has emerged as the backbone of modern economy by offering subscription-based services anytime, anywhere following a pay-as-you-go model. This has instigated (1) shorter establishment times for start-ups, (2) creation of scalable global enterprise applications, (3) better cost-to-value associativity for scientific and high-performance computing applications, and (4) different invocation/execution models for pervasive and ubiquitous applications. The recent technological developments and paradigms such as serverless computing, software-defined networking, Internet of Things, and processing at network edge are creating new opportunities for Cloud computing. However, they are also posing several new challenges and creating the need for new approaches and research strategies, as well as the re-evaluation of the models that were developed to address issues such as scalability, elasticity, reliability, security, sustainability, and application models. The proposed manifesto addresses them by identifying the major open challenges in Cloud computing, emerging trends, and impact areas. It then offers research directions for the next decade, thus helping in the realisation of Future Generation Cloud Computing.
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页数:38
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