Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project

Luigi  Pomante; Francesca Palumbo; Claudia  Rinaldi; Giacomo Valente; Carlo Sau; Tiziana Fanni; Frank van der Linden; Twan Basten; Marc Geilen; Zaid Al-Ars; null More Authors

doi:10.1109/DSD51259.2020.00067

Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project

Luigi Pomante, Francesca Palumbo, Claudia Rinaldi, Giacomo Valente, Carlo Sau, Tiziana Fanni, Frank van der Linden, Twan Basten, Marc Geilen, Zaid Al-Ars, More Authors

Computer Engineering

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

6 Citations (Scopus)

Abstract

Cyber-Physical Systems (CPS) are dynamic and reactive systems interacting with processes, environment and, sometimes, humans. They are often distributed with sensors and actuators, smart, adaptive, predictive and react in real-time. Indeed, as sight for human beings, image- and video-processing pipelines are a prime source for environmental information for systems allowing them to take better decisions according to what they see. Therefore, in FitOptiVis we are developing novel methods and tools to integrate complex image and video processing pipelines. FitOptiVis aims to deliver a reference architecture for describing and optimizing quality and resource management for imaging and video pipelines in CPS both at design- and run-time. The architecture is concretized in low-power, high-performance, smart components, and in methods and tools for combined design-time and run-time multi-objective optimization and adaptation within system and environment constraints.

Original language	English
Title of host publication	2020 23rd Euromicro Conference on Digital System Design (DSD)
Editors	L. O'Conner
Place of Publication	Piscataway
Publisher	IEEE
Pages	378-385
Number of pages	8
ISBN (Electronic)	978-1-7281-9535-3
ISBN (Print)	978-1-7281-9536-0
DOIs	https://doi.org/10.1109/DSD51259.2020.00067
Publication status	Published - 2020
Event	DSD 2020: The 23rd Euromicro Conference on Digital System Design - Kranj, Slovenia Duration: 26 Aug 2020 → 28 Aug 2020

Conference

Conference	DSD 2020
Country/Territory	Slovenia
City	Kranj
Period	26/08/20 → 28/08/20

Keywords

Image-video processing
distributed systems
heterogeneous system
energy and performance optimization
Cyber-Physical Systems

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10.1109/DSD51259.2020.00067

Cite this

Pomante, L., Palumbo, F., Rinaldi, C., Valente, G., Sau, C., Fanni, T., van der Linden, F., Basten, T., Geilen, M., Al-Ars, Z., & More Authors (2020). Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. In L. O'Conner (Ed.), 2020 23rd Euromicro Conference on Digital System Design (DSD) (pp. 378-385). IEEE. https://doi.org/10.1109/DSD51259.2020.00067

@inproceedings{7bf6d92ba6ff4f49b2f9ee042ccdca8d,

title = "Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project",

abstract = "Cyber-Physical Systems (CPS) are dynamic and reactive systems interacting with processes, environment and, sometimes, humans. They are often distributed with sensors and actuators, smart, adaptive, predictive and react in real-time. Indeed, as sight for human beings, image- and video-processing pipelines are a prime source for environmental information for systems allowing them to take better decisions according to what they see. Therefore, in FitOptiVis we are developing novel methods and tools to integrate complex image and video processing pipelines. FitOptiVis aims to deliver a reference architecture for describing and optimizing quality and resource management for imaging and video pipelines in CPS both at design- and run-time. The architecture is concretized in low-power, high-performance, smart components, and in methods and tools for combined design-time and run-time multi-objective optimization and adaptation within system and environment constraints.",

keywords = "Image-video processing, distributed systems, heterogeneous system, energy and performance optimization, Cyber-Physical Systems",

author = "Luigi Pomante and Francesca Palumbo and Claudia Rinaldi and Giacomo Valente and Carlo Sau and Tiziana Fanni and {van der Linden}, Frank and Twan Basten and Marc Geilen and Zaid Al-Ars and {More Authors}",

year = "2020",

doi = "10.1109/DSD51259.2020.00067",

language = "English",

isbn = "978-1-7281-9536-0",

pages = "378--385",

editor = "L. O'Conner",

booktitle = "2020 23rd Euromicro Conference on Digital System Design (DSD)",

publisher = "IEEE",

address = "United States",

note = "DSD 2020 : The 23rd Euromicro Conference on Digital System Design ; Conference date: 26-08-2020 Through 28-08-2020",

}

Pomante, L, Palumbo, F, Rinaldi, C, Valente, G, Sau, C, Fanni, T, van der Linden, F, Basten, T, Geilen, M, Al-Ars, Z & More Authors 2020, Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. in L O'Conner (ed.), 2020 23rd Euromicro Conference on Digital System Design (DSD). IEEE, Piscataway, pp. 378-385, DSD 2020, Kranj, Slovenia, 26/08/20. https://doi.org/10.1109/DSD51259.2020.00067

Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. / Pomante, Luigi ; Palumbo, Francesca; Rinaldi, Claudia et al.
2020 23rd Euromicro Conference on Digital System Design (DSD). ed. / L. O'Conner. Piscataway: IEEE, 2020. p. 378-385.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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AU - Pomante, Luigi

AU - Palumbo, Francesca

AU - Rinaldi, Claudia

AU - Valente, Giacomo

AU - Sau, Carlo

AU - Fanni, Tiziana

AU - van der Linden, Frank

AU - Basten, Twan

AU - Geilen, Marc

AU - Al-Ars, Zaid

AU - More Authors, null

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N2 - Cyber-Physical Systems (CPS) are dynamic and reactive systems interacting with processes, environment and, sometimes, humans. They are often distributed with sensors and actuators, smart, adaptive, predictive and react in real-time. Indeed, as sight for human beings, image- and video-processing pipelines are a prime source for environmental information for systems allowing them to take better decisions according to what they see. Therefore, in FitOptiVis we are developing novel methods and tools to integrate complex image and video processing pipelines. FitOptiVis aims to deliver a reference architecture for describing and optimizing quality and resource management for imaging and video pipelines in CPS both at design- and run-time. The architecture is concretized in low-power, high-performance, smart components, and in methods and tools for combined design-time and run-time multi-objective optimization and adaptation within system and environment constraints.

AB - Cyber-Physical Systems (CPS) are dynamic and reactive systems interacting with processes, environment and, sometimes, humans. They are often distributed with sensors and actuators, smart, adaptive, predictive and react in real-time. Indeed, as sight for human beings, image- and video-processing pipelines are a prime source for environmental information for systems allowing them to take better decisions according to what they see. Therefore, in FitOptiVis we are developing novel methods and tools to integrate complex image and video processing pipelines. FitOptiVis aims to deliver a reference architecture for describing and optimizing quality and resource management for imaging and video pipelines in CPS both at design- and run-time. The architecture is concretized in low-power, high-performance, smart components, and in methods and tools for combined design-time and run-time multi-objective optimization and adaptation within system and environment constraints.

KW - Image-video processing

KW - distributed systems

KW - heterogeneous system

KW - energy and performance optimization

KW - Cyber-Physical Systems

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SN - 978-1-7281-9536-0

SP - 378

EP - 385

BT - 2020 23rd Euromicro Conference on Digital System Design (DSD)

A2 - O'Conner, L.

PB - IEEE

CY - Piscataway

Y2 - 26 August 2020 through 28 August 2020

ER -

Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project

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