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VEDLIoT: Very Effic...
VEDLIoT: Very Efficient Deep Learning in IoT
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- Kaiser, M. (author)
- Universität Bielefeld,Bielefeld University,Bielefeld University, Germany
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- Griessl, R. (author)
- Universität Bielefeld,Bielefeld University
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- Kucza, N. (author)
- Universität Bielefeld,Bielefeld University
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- Haumann, C. (author)
- Universität Bielefeld,Bielefeld University
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- Tigges, L. (author)
- Universität Bielefeld,Bielefeld University
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Mika, K. (author)
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- Hagemeyer, J. (author)
- Universität Bielefeld,Bielefeld University
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- Porrmann, F. (author)
- Universität Bielefeld,Bielefeld University
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- Ruckert, U. (author)
- Universität Bielefeld,Bielefeld University
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- Vor Dem Berge, M. (author)
- Christmann Informationstechnik + Medien
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- Krupop, S. (author)
- Christmann Informationstechnik + Medien
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- Porrmann, M. (author)
- Universität Osnabrück,Osnabrück University
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- Tassemeier, M. (author)
- Universität Osnabrück,Osnabrück University
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- Petersen Moura Trancoso, Pedro, 1969 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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Qararyah, F. (author)
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- Zouzoula, Stavroula, 1992 (author)
- Chalmers tekniska högskola,Chalmers University of Technology
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- Casimiro, A. (author)
- Universidade de Lisboa,University of Lisbon
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- Bessani, A. (author)
- Universidade de Lisboa,University of Lisbon
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- Cecilio, J. (author)
- Universidade de Lisboa,University of Lisbon
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Andersson, S. (author)
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Brunnegard, O. (author)
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Eriksson, O. (author)
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- Weiss, R. (author)
- Siemens AG
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- McIerhofer, F. (author)
- Siemens AG
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Salomonsson, Hans, 1985 (author)
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Malekzadeh, E. (author)
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Odman, D. (author)
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- Khurshid, A. (author)
- RISE,Datavetenskap
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- Felber, P. (author)
- Université de Neuchâtel,University of Neuchatel
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- Pasin, M. (author)
- Université de Neuchâtel,University of Neuchatel
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- Schiavoni, V. (author)
- Université de Neuchâtel,University of Neuchatel
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Menetrey, J. (author)
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Gugala, K. (author)
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Zierhoffer, P. (author)
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- Knauss, Eric, 1977 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för data- och informationsteknik (GU),Department of Computer Science and Engineering (GU),University of Gothenburg
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- Heyn, Hans-Martin, 1987 (author)
- Gothenburg University,Göteborgs universitet,Institutionen för data- och informationsteknik (GU),Department of Computer Science and Engineering (GU),University of Gothenburg,Göteborg University, Sweden
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(creator_code:org_t)
- IEEE, 2022
- 2022
- English.
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In: Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022. - : IEEE. - 9783981926361
- Related links:
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https://doi.org/10.2...
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Abstract
Subject headings
Close
- The VEDLIoT project targets the development of energy-efficient Deep Learning for distributed AIoT applications. A holistic approach is used to optimize algorithms while also dealing with safety and security challenges. The approach is based on a modular and scalable cognitive IoT hardware platform. Using modular microserver technology enables the user to configure the hardware to satisfy a wide range of applications. VEDLIoT offers a complete design flow for Next-Generation IoT devices required for collaboratively solving complex Deep Learning applications across distributed systems. The methods are tested on various use-cases ranging from Smart Home to Automotive and Industrial IoT appliances. VEDLIoT is an H2020 EU project which started in November 2020. It is currently in an intermediate stage with the first results available.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Programvaruteknik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Software Engineering (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Inbäddad systemteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Embedded Systems (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)
Keyword
- IoT
- Deep Learning
- Software Engineering
- Requirements Engineering
- Automation
Publication and Content Type
- ref (subject category)
- kon (subject category)
Find in a library
To the university's database
- By the author/editor
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Kaiser, M.
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Griessl, R.
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Kucza, N.
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Haumann, C.
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Tigges, L.
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Mika, K.
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show more...
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Hagemeyer, J.
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Porrmann, F.
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Ruckert, U.
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Vor Dem Berge, M ...
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Krupop, S.
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Porrmann, M.
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Tassemeier, M.
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Petersen Moura T ...
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Qararyah, F.
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Zouzoula, Stavro ...
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Casimiro, A.
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Bessani, A.
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Cecilio, J.
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Andersson, S.
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Brunnegard, O.
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Eriksson, O.
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Weiss, R.
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McIerhofer, F.
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Salomonsson, Han ...
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Malekzadeh, E.
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Odman, D.
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Khurshid, A.
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Felber, P.
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Pasin, M.
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Schiavoni, V.
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Menetrey, J.
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Gugala, K.
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Zierhoffer, P.
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Knauss, Eric, 19 ...
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Heyn, Hans-Marti ...
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Software Enginee ...
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- ENGINEERING AND TECHNOLOGY
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ENGINEERING AND ...
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and Electrical Engin ...
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and Embedded Systems
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Computer Science ...
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- ENGINEERING AND TECHNOLOGY
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ENGINEERING AND ...
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and Electrical Engin ...
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and Computer Systems
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- ENGINEERING AND TECHNOLOGY
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ENGINEERING AND ...
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and Electrical Engin ...
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and Telecommunicatio ...
- Articles in the publication
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Proceedings of t ...
- By the university
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University of Gothenburg
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Chalmers University of Technology
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RISE