Jeong-Joon  Kim, 
    HBase Based Multi-Row Transaction Management Techniques,
    Journal of Engineering and Applied Sciences,
    Volume 14,Issue 12,
    2019,
    Pages 4102-4108,
    ISSN 1816-949x,
    jeasci.2019.4102.4108,
    (https://makhillpublications.co/view-article.php?doi=jeasci.2019.4102.4108)
    Abstract: Recently, NoSQL (Not Only SQL) is receiving attention as one of the technologies to deal with big
data countless users are making around the world. NoSQL is a database presented as an alternative to the
technical and monetary restrictions of conventional relational database and focusing on availability and
expandability for swift treatment of atypical data. But NoSQL does not guarantee data integrity because it
abandons transaction for availability and scalability. Thus, studies are underway to implement the multi-row
transaction on NoSQL in particular, various studies on the multi-row transaction system based on HBase has
been actively in progress. However, traditional studies are limited to performance improvement proportional
to number of clients and low concurrency because there are too many information that column manages.
Therefore, in this study, propose an efficient multi-row transaction system based on HBase has exceptional
performance improvement proportional to number of clients and supports high concurrency. This system
creates column for managing transaction information. In addition, designs and implements the transaction
manager for efficiently controlling the state of transaction and communication manager for exchanging
information it need for transaction by communicating with HBase.
    Keywords: Multi-row transaction;HBase;concurrency control;transaction recovery;proportional;conventional relational