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; Geran Peeren; Jiri Kadlec; Pekka Jääskeläinen; Marcos Martinez; Jukka Saarinen; Tero Santti; Maria Katiuscia Zedda; Victor Sanchez; Dip Goswami; Zaid Al-Ars; Ad De Beer

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
, Geran Peeren
, Jiri Kadlec
, Pekka Jääskeläinen
, Marcos Martinez
, Jukka Saarinen
, Tero Santti
, Maria Katiuscia Zedda
, Victor Sanchez
, Dip Goswami
, Zaid Al-Ars
, Ad De Beer

Tietotekniikka

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

6 Sitaatiot (Scopus)

Abstrakti

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.

Alkuperäiskieli	Englanti
Otsikko	Proceedings - Euromicro Conference on Digital System Design, DSD 2020
Toimittajat	Andrej Trost, Andrej Zemva, Amund Skavhaug
Kustantaja	IEEE
Sivut	378-385
Sivumäärä	8
ISBN (elektroninen)	9781728195353
DOI - pysyväislinkit	https://doi.org/10.1109/DSD51259.2020.00067
Tila	Julkaistu - elok. 2020
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Euromicro Conference on Digital System Design - Kranj, Slovenia Kesto: 26 elok. 2020 → 28 elok. 2020

Julkaisusarja

Nimi	Proceedings - Euromicro Conference on Digital System Design, DSD 2020

Conference

Conference	Euromicro Conference on Digital System Design
Maa/Alue	Slovenia
Kaupunki	Kranj
Ajanjakso	26/08/20 → 28/08/20

Rahoitus

“This work is part of the FitOptiVis project [1] funded by the ECSEL Joint Undertaking under grant number H2020-ECSEL-2017-2-783162”.

Julkaisufoorumi-taso

Jufo-taso 1

!!ASJC Scopus subject areas

Hardware and Architecture
Control and Systems Engineering

Pääsy asiakirjaan

10.1109/DSD51259.2020.00067

Siteeraa tätä

Pomante, L., Palumbo, F., Rinaldi, C., Valente, G., Sau, C., Fanni, T., Linden, F. V. D., Basten, T., Geilen, M., Peeren, G., Kadlec, J., Jääskeläinen, P., Martinez, M., Saarinen, J., Santti, T., Zedda, M. K., Sanchez, V., Goswami, D., Al-Ars, Z., & Beer, A. D. (2020). Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. teoksessa A. Trost, A. Zemva, & A. Skavhaug (Toimittajat), Proceedings - Euromicro Conference on Digital System Design, DSD 2020 (Sivut 378-385). (Proceedings - Euromicro Conference on Digital System Design, DSD 2020). IEEE. https://doi.org/10.1109/DSD51259.2020.00067

Pomante, Luigi ; Palumbo, Francesca ; Rinaldi, Claudia et al. / Design and management of image processing pipelines within CPS : 2 years of experience from the FitOptiVis ECSEL Project. Proceedings - Euromicro Conference on Digital System Design, DSD 2020. Toimittaja / Andrej Trost ; Andrej Zemva ; Amund Skavhaug. IEEE, 2020. Sivut 378-385 (Proceedings - Euromicro Conference on Digital System Design, DSD 2020).

@inproceedings{b454755c6358458db2a86294e23cf71b,

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

author = "Luigi Pomante and Francesca Palumbo and Claudia Rinaldi and Giacomo Valente and Carlo Sau and Tiziana Fanni and Linden, \{Frank Van Der\} and Twan Basten and Marc Geilen and Geran Peeren and Jiri Kadlec and Pekka J{\"a}{\"a}skel{\"a}inen and Marcos Martinez and Jukka Saarinen and Tero Santti and Zedda, \{Maria Katiuscia\} and Victor Sanchez and Dip Goswami and Zaid Al-Ars and Beer, \{Ad De\}",

note = "Funding Information: “This work is part of the FitOptiVis project [1] funded by the ECSEL Joint Undertaking under grant number H2020-ECSEL-2017-2-783162”. Publisher Copyright: {\textcopyright} 2020 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; Euromicro Conference on Digital System Design ; Conference date: 26-08-2020 Through 28-08-2020",

year = "2020",

month = aug,

doi = "10.1109/DSD51259.2020.00067",

language = "English",

series = "Proceedings - Euromicro Conference on Digital System Design, DSD 2020",

publisher = "IEEE",

pages = "378--385",

editor = "Andrej Trost and Andrej Zemva and Amund Skavhaug",

booktitle = "Proceedings - Euromicro Conference on Digital System Design, DSD 2020",

address = "United States",

}

Pomante, L, Palumbo, F, Rinaldi, C, Valente, G, Sau, C, Fanni, T, Linden, FVD, Basten, T, Geilen, M, Peeren, G, Kadlec, J, Jääskeläinen, P, Martinez, M, Saarinen, J, Santti, T, Zedda, MK, Sanchez, V, Goswami, D, Al-Ars, Z & Beer, AD 2020, Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. julkaisussa A Trost, A Zemva & A Skavhaug (toim), Proceedings - Euromicro Conference on Digital System Design, DSD 2020. Proceedings - Euromicro Conference on Digital System Design, DSD 2020, IEEE, Sivut 378-385, Euromicro Conference on Digital System Design, 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.
Proceedings - Euromicro Conference on Digital System Design, DSD 2020. toim. / Andrej Trost; Andrej Zemva; Amund Skavhaug. IEEE, 2020. s. 378-385 (Proceedings - Euromicro Conference on Digital System Design, DSD 2020).

Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - Design and management of image processing pipelines within CPS

T2 - Euromicro Conference on Digital System Design

AU - Pomante, Luigi

AU - Palumbo, Francesca

AU - Rinaldi, Claudia

AU - Valente, Giacomo

AU - Sau, Carlo

AU - Fanni, Tiziana

AU - Linden, Frank Van Der

AU - Basten, Twan

AU - Geilen, Marc

AU - Peeren, Geran

AU - Kadlec, Jiri

AU - Jääskeläinen, Pekka

AU - Martinez, Marcos

AU - Saarinen, Jukka

AU - Santti, Tero

AU - Zedda, Maria Katiuscia

AU - Sanchez, Victor

AU - Goswami, Dip

AU - Al-Ars, Zaid

AU - Beer, Ad De

N1 - Funding Information: “This work is part of the FitOptiVis project [1] funded by the ECSEL Joint Undertaking under grant number H2020-ECSEL-2017-2-783162”. Publisher Copyright: © 2020 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

PY - 2020/8

Y1 - 2020/8

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 - Cyber-Physical Systems

KW - distributed systems

KW - energy and performance optimization

KW - heterogeneous system

KW - Image-video processing

U2 - 10.1109/DSD51259.2020.00067

DO - 10.1109/DSD51259.2020.00067

M3 - Conference contribution

AN - SCOPUS:85096359989

T3 - Proceedings - Euromicro Conference on Digital System Design, DSD 2020

SP - 378

EP - 385

BT - Proceedings - Euromicro Conference on Digital System Design, DSD 2020

A2 - Trost, Andrej

A2 - Zemva, Andrej

A2 - Skavhaug, Amund

PB - IEEE

Y2 - 26 August 2020 through 28 August 2020

ER -

Pomante L, Palumbo F, Rinaldi C, Valente G, Sau C, Fanni T et al. Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. julkaisussa Trost A, Zemva A, Skavhaug A, toimittajat, Proceedings - Euromicro Conference on Digital System Design, DSD 2020. IEEE. 2020. s. 378-385. (Proceedings - Euromicro Conference on Digital System Design, DSD 2020). doi: 10.1109/DSD51259.2020.00067

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

Abstrakti

Julkaisusarja

Conference

Rahoitus

Julkaisufoorumi-taso

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Sormenjälki

Siteeraa tätä