This paper is the analytical overview of the series of the International conferences on big data, which are being organized annually by the Academy of Science and Engineering (ASE) in the USA at Stanford, Cambridge, Harvard, and other famous universities [1]. The conference proceedings are published with open Internet access in the ASE scientific digital library [2] while the paper abstracts are indexed in the world leading citation database Scopus [3]. This article briefly describes the most interesting, to authors’ opinion, papers and poster presentations having innovative ideas in big data computing area.