Abstract
Variety in Big Data means we have a wide range of data types and sources: e.g. File systems and database systems co-exist for decades as two popular data-accessing interfaces. This work is to unify these two interfaces by presenting a Data Interface All-iN-A-place (DIANA). The first challenge lies in distinguishing structured and un-structured data and diverting them to different underlying platforms. It is demonstrated that a speedup of 5000 in indexing has been achieved at the expense of a slowdown of 100 in extracting attributes. A DIANA-based cloud storage system is constructed for versatile, long distance and large volume big data accessing operations to address "Volume" and "Velocity" in Big Data. It encapsulates a dynamic multi-stream/multi-path engine at the socket level, which conforms to Portable Operating System Interface (POSIX).
Original language | English |
---|---|
Title of host publication | Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on |
Publisher | Institute of Electrical and Electronics Engineers (IEEE) |
Pages | 665-672 |
Number of pages | 7 |
ISBN (Electronic) | 978-1-4799-6513-7 |
ISBN (Print) | 978-1-4799-6513-7 |
DOIs | |
Publication status | Published - Sept 2014 |
Event | 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications - Beijing, China Duration: 24 Sept 2014 → 26 Sept 2014 |
Conference
Conference | 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications |
---|---|
Abbreviated title | TrustCom |
Country/Territory | China |
City | Beijing |
Period | 24/09/14 → 26/09/14 |
Keywords
- Big data
- variety
- volume
- velocity
- file systems
- database systems
- service-oriented architecture