University of Hertfordshire

By the same authors

Data Interface All-iN-A-Place (DIANA) for Big Data

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Standard

Data Interface All-iN-A-Place (DIANA) for Big Data. / Wang, Frank Zhigang; Dimitrakos, Theo; Helian, Na; Wu, Sining; Deng, Yuhui; Li, Ling ; Yates, Rodric .

Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on. IEEE, 2014. p. 665-672.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Harvard

Wang, FZ, Dimitrakos, T, Helian, N, Wu, S, Deng, Y, Li, L & Yates, R 2014, Data Interface All-iN-A-Place (DIANA) for Big Data. in Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on. IEEE, pp. 665-672, 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications , Beijing, China, 24/09/14. https://doi.org/10.1109/TrustCom.2014.86

APA

Wang, F. Z., Dimitrakos, T., Helian, N., Wu, S., Deng, Y., Li, L., & Yates, R. (2014). Data Interface All-iN-A-Place (DIANA) for Big Data. In Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on (pp. 665-672). IEEE. https://doi.org/10.1109/TrustCom.2014.86

Vancouver

Wang FZ, Dimitrakos T, Helian N, Wu S, Deng Y, Li L et al. Data Interface All-iN-A-Place (DIANA) for Big Data. In Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on. IEEE. 2014. p. 665-672 https://doi.org/10.1109/TrustCom.2014.86

Author

Wang, Frank Zhigang ; Dimitrakos, Theo ; Helian, Na ; Wu, Sining ; Deng, Yuhui ; Li, Ling ; Yates, Rodric . / Data Interface All-iN-A-Place (DIANA) for Big Data. Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on. IEEE, 2014. pp. 665-672

Bibtex

@inproceedings{fdb15c506e654a3f9f018abfe5330b5b,
title = "Data Interface All-iN-A-Place (DIANA) for Big Data",
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).",
keywords = "Big data, variety, volume, velocity, file systems, database systems, service-oriented architecture",
author = "Wang, {Frank Zhigang} and Theo Dimitrakos and Na Helian and Sining Wu and Yuhui Deng and Ling Li and Rodric Yates",
year = "2014",
month = sep,
doi = "10.1109/TrustCom.2014.86",
language = "English",
isbn = "978-1-4799-6513-7",
pages = "665--672",
booktitle = "Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on",
publisher = "IEEE",
note = "2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications , TrustCom ; Conference date: 24-09-2014 Through 26-09-2014",

}

RIS

TY - GEN

T1 - Data Interface All-iN-A-Place (DIANA) for Big Data

AU - Wang, Frank Zhigang

AU - Dimitrakos, Theo

AU - Helian, Na

AU - Wu, Sining

AU - Deng, Yuhui

AU - Li, Ling

AU - Yates, Rodric

PY - 2014/9

Y1 - 2014/9

N2 - 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).

AB - 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).

KW - Big data

KW - variety

KW - volume

KW - velocity

KW - file systems

KW - database systems

KW - service-oriented architecture

UR - https://www.computer.org/csdl/proceedings/trustcom/2014/6513/00/6513a665-abs.html

U2 - 10.1109/TrustCom.2014.86

DO - 10.1109/TrustCom.2014.86

M3 - Conference contribution

SN - 978-1-4799-6513-7

SP - 665

EP - 672

BT - Trust, Security and Privacy in Computing and Communications (TrustCom), 2014 IEEE 13th International Conference on

PB - IEEE

T2 - 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications

Y2 - 24 September 2014 through 26 September 2014

ER -