Browsing by Author "Meiling, Li"

In the field of scientific research, computer simulation, Internet applications, e-commerce and many other applications, the amount of data is growing at an extremely fast pace. In order to analyze and utilize these large data resources, it is necessary to rely on effective data analysis techniques. The relational database (RDBMS) model has always been a dominant database model in database management. However, the traditional relational data management technology encountered great obstacles in the scalability, as it has difficulties with the big data analysis. Today, the cloud databases and NoSQL databases are attracting widespread attentions and become optional choices besides the relational database. This thesis mainly focuses on benchmarking studies of two multi-model NoSQL databases, ArangoDB and OrientDB and discusses the use of NoSQL for the big data analysis.