Moving Towards Pure ANSI SQL in NoSQL
| Autor: | Sheriffo Ceesay, 薛瑞夫 |
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| Rok vydání: | 2013 |
| Druh dokumentu: | 學位論文 ; thesis |
| Popis: | 101 Moving Towards Pure ANSI SQL in NoSQL The main focus of this master’s thesis is to narrow down the user friendly gap between the newly more distributed data processing platforms (HBase,Cassandra, MapReduce e.t.c) and the traditional less distributed data processing platforms e.g. (RDBMS’s). Lot of work have been done in this area e.g. Hive and Pig but they are not pure SQL. Over the past few decades RDBMS’s and data-warehouses were the only choice of data processing platforms with rich set of data processing tools e.g. SQL but recently, due to the variety, velocity and volume of data, these traditional data processing platforms becomes less efficient to handle this kind of data; thereby the need to come up with more efficient data stores and processing platforms. Though NoSQL data stores have lived up to their expectations of storing and processing large datasets but this process might not be simple and convenient as in traditional databases. One common cons of NoSQL databases is the lack of the much loved SQL language. This thesis will therefore focus on this new type of data stores also called (NoSQL). Specifically we will focus on HBase which is a column oriented or BigTable like Database as our choice of NoSQL store. The fact that NoSQL databases are becoming very popular we will propose our data mapping methods which can help migration from Relational Databases to NoSQL databases to be less daunting. Since this movement is from RDB’s which has rich set of procedures i.e. SQL to access and manipulate data, we will extend our work to bridge the gap between SQL and NoSQL by providing methods of using pure ANSI SQL to manipulate the underlying data which is stored in our NoSQL store (HBase). |
| Databáze: | Networked Digital Library of Theses & Dissertations |
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