Towards efficient Big Data and data analytics: A review

摘要

“Big Data” is data whose scale, distribution, diversity, and/or timeliness require the use of new technical architectures and analytics to enable insights that unlock new sources of business value. It requires new data architectures, analytic sandboxes, new tools, new analytical methods, integrating multiple skills into new role of data scientist. Organizations are deriving business benefit from analyzing ever larger and more complex data sets that increasingly require real-time or near-real time capabilities. Big data can come in multiple forms. Everything from highly structured financial data, to text files, to multi-media files and genetic mappings. The high volume of the data is a consistent characteristic of big data.