Methodology for Information Management and Data Assessment in Cloud Environments

被引:1
|
作者
Kiran, Mariam [1 ]
Katsaros, Gregory [2 ]
Guitart, Jordi [3 ]
Luis Prieto, Juan [4 ]
机构
[1] Univ Sheffield, Dept Comp Sci, Sheffield, S Yorkshire, England
[2] Karlsruhe Inst Technol, FZI Res Ctr Informat Technol, Karlsruhe, Germany
[3] Barcelona Supercomputing Ctr, Barcelona, Spain
[4] Atos Res & Innovat, Barcelona, Spain
关键词
Architectural Model; Cloud Computing; Cost; Data Model; Energy; Information Assessment; Information Management; Monitoring; Risk; Trust;
D O I
10.4018/IJGHPC.2014100104
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The emergence of cloud technologies has affected the service computing ecosystem introducing new roles and relationships as well as new architectural and business models. Along with the increase of capabilities and potentials of the service providers comes the increase of the information available and issues to efficiently manage it. In this paper, an architectural approach is presented that involves a combination of a cloud-enabled data model, the monitoring infrastructure and the establishment of assessment mechanisms which are based on factors such as trust, risk, energy and cost (TREC factors). This architectural model discusses the monitoring features as well as the how the assessment functionalities can work together with other components to produce a self-reliant cloud ecosystem preventing any fails during the service lifecycle. This paper elaborates on how the self-management, by using decision-making processes, can maximise business level objectives of the providers. The results presented in the paper show how the suggested architecture can help develop efficient cloud architecture.
引用
收藏
页码:46 / 71
页数:26
相关论文
共 50 条
  • [1] A METHODOLOGY FOR INTEROPERABILITY AND INFORMATION MANAGEMENT IN SMART HOME ENVIRONMENTS
    Papetti, Alessandra
    Peruzzini, Margherita
    Capitanelli, Andrea
    Germani, Michele
    DESIGN FOR HARMONIES, VOL 6: DESIGN INFORMATION AND KNOWLEDGE, 2013,
  • [2] Data management in cloud environments: NoSQL and NewSQL data stores
    Grolinger K.
    Higashino W.A.
    Tiwari A.
    Capretz M.A.M.
    Journal of Cloud Computing: Advances, Systems and Applications, 2 (1):
  • [3] Towards a Generic Security Framework for Cloud Data Management Environments
    Carpen-Amarie, Alexandra
    Costan, Alexandru
    Leordeanu, Catalin
    Basescu, Cristina
    Antoniu, Gabriel
    INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2012, 3 (01) : 17 - 34
  • [4] A Survey of Large Scale Data Management Approaches in Cloud Environments
    Sakr, Sherif
    Liu, Anna
    Batista, Daniel M.
    Alomari, Mohammad
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2011, 13 (03) : 311 - 336
  • [5] Data Storage Management in Cloud Environments: Taxonomy, Survey, and Future Directions
    Mansouri, Yaser
    Toosi, Adel Nadjaran
    Buyya, Rajkumar
    ACM COMPUTING SURVEYS, 2018, 50 (06)
  • [6] A Cloud Database Service Approach to the Management of Sensor Data
    Cui, Zhenguo
    Jiang, Meilan
    Jeong, Karpjoo
    Kim, Bomchul
    2014 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND APPLICATIONS (ICISA), 2014,
  • [7] A Secure Cloud Computing Based Framework for Big Data Information Management of Smart Grid
    Baek, Joonsang
    Quang Hieu Vu
    Liu, Joseph K.
    Huang, Xinyi
    Xiang, Yang
    IEEE TRANSACTIONS ON CLOUD COMPUTING, 2015, 3 (02) : 233 - 244
  • [8] Data Architectures in Cloud Environments
    Plazotta, Maximilian
    Klettke, Meike
    Datenbank-Spektrum, 2024, 24 (03) : 243 - 247
  • [9] SSC: Cloud-based data stream management in distributed environments
    Ong K.-L.
    Goscinski A.
    Han Y.
    Brezany P.
    Tari Z.
    Yan L.
    International Journal of High Performance Computing and Networking, 2016, 9 (03) : 171 - 189
  • [10] The Design and Analysis of Cloud Computing Information Management
    Zhang Ya-ni
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 5855 - 5858