The access and usage boom of cloud computing oriented information technologies (IT) has generated huge amounts, and variety of data, or Big Data into the datacenters of the organizations than provide these kind of services, originating in that way, some challenges for IT managers and developers on handling efficiently those resources. In this phenomenon, relational databases are seen by IT developers as an obstruction to achieve the essential features of cloud computing. This has driven a set of new approaches and technologies for data management, known as no-relational databases or NoSQL, they are designed to provide speed, scalability, and elasticity, making easy the management of cloud computing technological solutions. In this papers are exposed the Big Data and NoSQL concepts, their main technological tools to data management, their role on the cloud computing revolution, and the challenges of this technologies to their standardization.