Abstract

Big data analysis platform consists of a serious of application and technologies for gathering, cleaning, storing, and analysing, which contribute to manage large-scale information, get analysis result and make decision precisely. However, traditional data analysis platforms meet new challenges as both continued growth in both scale and complexity in real data, existing data analysis platforms rarely have comprehensive functions for users. In response to these challenges, the BDAP (Big Data Analysis Platform) is proposed. BDAP supports large-scale data storage, parallel ETL process, data mining, statistical analysis, text mining and power grid data processing which are based on Spark. This demo introduces two application scenarios, transformer power prediction and video classification are presented. Experimental results show that BDAP is efficient and effective for data mining.

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.