Big data analytics as-a-service: Issues and challenges

Claudio A. Ardagna, Paolo Ceravolo, Ernesto Damiani
2016 2016 IEEE International Conference on Big Data (Big Data)  
Big Data domain is one of the most promising ICT sectors with substantial expectations both on the side of market growing and design shift in the area of data storage managment and analytics. However, today, the level of complexity achieved and the lack of standardisation of Big Data management architectures represent a huge barrier towards the adoption and execution of analytics especially for those organizations and SMEs not including a sufficient amount of competences and knowledge. The full
more » ... potential of Big Data Analytics (BDA) can be unleashed only through the definition of approaches that accomplish Big Data users' expectations and requirements, also when the latter are fuzzy and ambiguous. Under these premises, we propose Big Data Analytics-as-a-Service (BDAaaS) as the next-generation Big Data Analytics paradigm and we discuss issues and challenges from the BDAaaS design and development perspective.
doi:10.1109/bigdata.2016.7841029 dblp:conf/bigdataconf/ArdagnaCD16 fatcat:dimjvyqfpvcdxbztn4vjfx73qy