Using multiple GPUs to accelerate string searching for digital forensic analysis


Autoria(s): Bayne, Ethan; Ferguson, R. Ian; Sampson, Adam T.; Isaacs, John
Contribuinte(s)

Abertay University. School of Arts Media & Computer Games

Data(s)

04/11/2016

04/11/2016

01/09/2016

15/07/2016

Resumo

String searching within a large corpus of data is an important component of digital forensic (DF) analysis techniques such as file carving. The continuing increase in capacity of consumer storage devices requires corresponding im-provements to the performance of string searching techniques. As string search-ing is a trivially-parallelisable problem, GPGPU approaches are a natural fit – but previous studies have found that local storage presents an insurmountable performance bottleneck. We show that this need not be the case with modern hardware, and demonstrate substantial performance improvements from the use of single and multiple GPUs when searching for strings within a typical forensic disk image.

Identificador

Bayne, E. et al. 2016. Using multiple GPUs to accelerate string searching for digital forensic analysis. In: Proceedings of the 11th International Conference on Systematic Approaches to Digital Forensic Engineering (SADFE 2016), pp.67-78.

1931-7379

http://hdl.handle.net/10373/2514

Idioma(s)

en

Publicador

Association of Digital Forensics, Security and Law (ADFSL)

Relação

Proceedings of the 11th International Conference on Systematic Approaches to Digital Forensic Engineering (SADFE 2016)

Direitos

Attribution-NonCommercial 4.0 International

http://creativecommons.org/licenses/by-nc/4.0/

© 2016 the author. Permission from ADFSL is required to make digital or printed copies of all or any part of the proceedings for-profit or commercial use.

Palavras-Chave #Digital forensics #String searching #GPGPU #GPU #IGP #Parallel programming #GPU #IGP #Parallel programming
Tipo

Journal Article

published

n/a

published