Title :
From Big Data to Big Projects: A Step-by-Step Roadmap
Author :
Mousannif, Hajar ; Sabah, Hasna ; Douiji, Yasmina ; Sayad, Younes Oulad
Author_Institution :
LISI Lab., FSSM Cadi Ayyad Univ., Marrakesh, Morocco
Abstract :
While technologies to build and run big data projects have started to mature and proliferate over the last couple of years, exploiting all potentials of big data is still at a relatively early stage. In fact, building effective big data projects inside organizations is hindered by the lack of a clear data-driven and analytical roadmap to move businesses and organizations from an opinion-operated era where humans skills are a necessity to a data-driven and smart era where big data analytics plays a major role in discovering unexpected insights in the oceans of data routinely generated or collected. This paper provides a solid and well-founded methodology for organizations to build big data projects and reap the most rewards out of their data. It covers all aspects of big data project implementation, from data collection to final project evaluation. In each stage of the process, we introduce different sets of platforms and tools in order to assist IT professionals and managers in gaining a comprehensive understanding of the methods and technologies involved and in making the best use of them. We also complete the picture by illustrating the process through different real-world big data projects implementations.
Keywords :
Big Data; data analysis; Big Data analytics; analytical roadmap; data-driven roadmap; opinion-operated era; Big data; Buildings; Companies; Data visualization; Security; advanced analytics; big data; big data project; big data technologies;
Conference_Titel :
Future Internet of Things and Cloud (FiCloud), 2014 International Conference on
Conference_Location :
Barcelona
DOI :
10.1109/FiCloud.2014.66