publication . Bachelor thesis . 2017

Big data scalability for high throughput processing and analysis of vehicle engineering data

Lu, Feng;
Open Access English
  • Published: 01 Jan 2017
  • Publisher: KTH, Skolan för informations- och kommunikationsteknik (ICT)
  • Country: Sweden
Abstract
"Sympathy for Data" is a platform that is utilized for Big Data automation analytics. It is based on visual interface and workflow configurations. The main purpose of the platform is to reuse parts of code for structured analysis of vehicle engineering data. However, there are some performance issues on a single machine for processing a large amount of data in Sympathy for Data. There are also disk and CPU IO intensive issues when the data is oversized and the platform need fits comfortably in memory. In addition, for data over the TB or PB level, the Sympathy for data needs separate functionality for efficient processing simultaneously and scalable for distribu...
Subjects
free text keywords: Computer and Information Sciences, Data- och informationsvetenskap
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