DocumentCode
3169752
Title
Big data platform development with a domain specific language for telecom industries
Author
Senbalci, Cuneyt ; Altuntas, Serkan ; Bozkus, Zeki ; Arsan, Taner
Author_Institution
Comput. Eng. Dept., Kadir Has Univ., Istanbul, Turkey
fYear
2013
fDate
11-13 Dec. 2013
Firstpage
116
Lastpage
120
Abstract
This paper introduces a system that offer a special big data analysis platform with Domain Specific Language for telecom industries. This platform has three main parts that suggests a new kind of domain specific system for processing and visualization of large data files for telecom organizations. These parts are Domain Specific Language (DSL), Parallel Processing/Analyzing Platform for Big Data and an Integrated Result Viewer. In addition to these main parts, Distributed File Descriptor (DFD) is designed for passing information between these modules and organizing communication. To find out benefits of this domain specific solution, standard framework of big data concept is examined carefully. Big data concept has special infrastructure and tools to perform for data storing, processing, analyzing operations. This infrastructure can be grouped as four different parts, these are infrastructure, programming models, high performance schema free databases, and processing-analyzing. Although there are lots of advantages of Big Data concept, it is still very difficult to manage these systems for many enterprises. Therefore, this study suggest a new higher level language, called as DSL which helps enterprises to process big data without writing any complex low level traditional parallel processing codes, a new kind of result viewer and this paper also presents a Big Data solution system that is called Petaminer.
Keywords
data analysis; parallel databases; parallel languages; telecommunication computing; DFD; DSL; Domain Specific Language; big data platform development; data analyzing operations; data processing; data storing operation; distributed file descriptor; higher level language; parallel processing codes; parallel processing/analyzing platform; telecom industry; DSL; Data handling; Data storage systems; Information management; Telecommunications; Web sites; Writing; Big Data Analysis; Domain Specific Language; Parallel Processing and Analyzing;
fLanguage
English
Publisher
ieee
Conference_Titel
High Capacity Optical Networks and Enabling Technologies (HONET-CNS), 2013 10th International Conference on
Conference_Location
Magosa
Print_ISBN
978-1-4799-2568-1
Type
conf
DOI
10.1109/HONET.2013.6729768
Filename
6729768
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