“Issues And Challenges In Mining Large Data Sets”
By Dr. Fatos Xhafa, Technical University Of Catalonia, Spain
Big Data is an emerging disruptive technology with a large potential for causing changes in business practices, markets and commerce, and consequently in consumers’ lives. Big Data is seen as a new valuable asset for enterprises (also coined as “new oil”). However, the challenge is how to turn data into value, namely, how to extract knowledge from Big Data and incorporate it into business workflows and decision support systems and improve business processes, increase efficiency, increase consumer satisfaction, reduce costs, etc.
In this talk we will discuss the main drivers behind big data and the life cycle of the big data along several real life use cases from businesses. Several techniques about building knowledge and intelligence from Big Data willbe discusssed. Then, we will focus on the challenges of various implementation approaches and issuess of mining large data sets such as scalability and memory issues faced. We will conclude the talk with some lessons learned and challenges on the Big data fundamental shift: how to efficiently process, mine and analyse large data sets!
FATOS XHAFA holds a PhD in Computer Science from the Department of Computer Science (CS) of the Technical University of Catalonia (UPC), Barcelona, Spain. He was a Visiting Professor at the Department of Computer Science and Information Systems, Birkbeck, University of London, UK (2009/2010) and a Research Associate at College of Information Science and Technology, Drexel University, Philadelphia, USA (2004/2005). Dr. Xhafa holds a permanent position of Professor Titular at the Department of LSI, UPC (Spain). Dr. Xhafa has widely published in peer reviewed international journals, conferences/workshops, book chapters and edited books and proceedings in the field. Dr. Xhafa has an extensive editorial and reviewing service. He is Editor in Chief of the International Journal of Space-based and Situated Computing, and of International Journal of Grid and Utility Computing, Inderscience Publishers. He is an associate/member of Editorial Board of several international peer-reviewed scientific journals. He has also guest co-edited several special issues of international journals. Dr. Xhafa is actively participating in the organization of several international conferences.