Big Data Analytics in Cloud—A Streaming Approach

Abstract

There is a significant interplay between Big Data and Cloud. Data Mining and Data Analytics are required for interpretation of Big Data. The literature on Cloud computing generally discusses infrastructure and architecture, but very little discussion is found on algorithms required for mining and analytics. This chapter focuses on online algorithms for learning and analytics that can be used for distributed and unstructured data over Cloud. It also discusses their time complexity, presents required architecture for deploying them over Cloud and concludes with presenting relevant open research directions.