Data Science as a Service on Cloud Platform

被引:0
|
作者
Srinivasan, Aishwarya [1 ]
Vijayakumar, V. [1 ]
机构
[1] Vellore Inst Technol, Chennai Campus, Madras, Tamil Nadu, India
关键词
Big data; Data sets; Data science; Data scientists; Global environment; Cloud platform; Multicore computing; Cooperative technology;
D O I
10.1007/978-3-319-30348-2_22
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Big firms generally have huge amount of data which needs to be analyzed and results have to be evaluated. When it comes to such a huge amount of data, we refer it with the term "big data", and its analysis is a tedious process. Companies employ people, who are trained data scientists and they are given the data sets along with the expected output. An integrated solution for data analytics comes as data science as a service (DSaaS), where the data scientists need not be employed by each company. DSaaS can be implemented on a worldwide basis with a global environment hosted on any platform. The proposal provides DSaaS on cloud platform with grid computing/multicore computing in cooperative technology for higher efficiency and reliability.
引用
收藏
页码:273 / 281
页数:9
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