A High-Performance Image Processing DSL for Heterogeneous Architectures

Conference contribution
(Original article)


Publication Details

Author(s): Selgrad K, Lier A, Dörntlein J, Reiche O, Stamminger M
Publisher: European Lisp Scientific Activities Association
Publication year: 2016
Conference Proceedings Title: Proceedings of ELS 9th European Lisp Symposium
Pages range: 39-46
ISBN: 78-2-9557474-0-7
Language: English


Abstract


Over the last decade a number of high performance, domain-specific languages (DSLs) have started to grow and help tackle the problem of ever diversifying hard- and software employed in fields such as HPC (high performance computing), medical imaging, computer vision etc. Most of those approaches rely on frameworks such as LLVM for efficient code generation and, to reach a broader audience, take input in C-like form. In this paper we present a DSL for image processing that is on-par with competing methods, yet its design principles are in strong contrast to previous approaches. Our tool chain is much simpler, easing the burden on implementors and maintainers, while our output, C-family code, is both adaptable and shows high performance. We believe that our methodology provides a faster evaluation of language features and abstractions in the domains above.



FAU Authors / FAU Editors

Lier, Alexander
Lehrstuhl für Informatik 9 (Graphische Datenverarbeitung)
Reiche, Oliver
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)
Selgrad, Kai
Lehrstuhl für Informatik 9 (Graphische Datenverarbeitung)
Stamminger, Marc Prof. Dr.
Professur für Informatik (Visualisierung)


How to cite

APA:
Selgrad, K., Lier, A., Dörntlein, J., Reiche, O., & Stamminger, M. (2016). A High-Performance Image Processing DSL for Heterogeneous Architectures. In Proceedings of ELS 9th European Lisp Symposium (pp. 39-46). Krakau, PL: European Lisp Scientific Activities Association.

MLA:
Selgrad, Kai, et al. "A High-Performance Image Processing DSL for Heterogeneous Architectures." Proceedings of the 9th European Lisp Symposium, Krakau European Lisp Scientific Activities Association, 2016. 39-46.

BibTeX: 

Last updated on 2018-19-04 at 03:25