Title :
Data Value Chain as a Service Framework: For Enabling Data Handling, Data Security and Data Analysis in the Cloud
Author :
Kasim, Henry ; Hung, Terence ; Xiaorong Li
Author_Institution :
Inst. of High Performance Comput., A*STAR, Singapore, Singapore
Abstract :
The concept of Data Value Chain (DVC) involves the chain of activities to collect, manage, share, integrate, harmonize and analyze data for scientific or enterprise insight. For some applications, it also entails the leverage of visualization and simulation. However, the curse of big data (volume, velocity, variety) makes it difficult to efficiently handle and understand the data in near real-time. To address these challenges, this paper proposed the Data Value Chain as a Service (DVCaaS) framework, a data-oriented approach for data handling, data security and analytics in the cloud environment.
Keywords :
cloud computing; data analysis; data visualisation; security of data; DVCaaS framework; cloud environment; data analysis; data analytics; data collection; data handling; data integration; data management; data security; data sharing; data value chain as a service framework; data visualization; data-oriented approach; enterprise insight; real-time data; scientific insight; service framework; Analytical models; Computational modeling; Data analysis; Data models; Data privacy; Data visualization; Distributed databases; cloud computing; data analysis; data handling; data security; data value chain;
Conference_Titel :
Parallel and Distributed Systems (ICPADS), 2012 IEEE 18th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-4565-1
Electronic_ISBN :
1521-9097
DOI :
10.1109/ICPADS.2012.131
