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Beyond von neumann ...
Beyond von neumann in the computing continuum : architectures, applications, and future directions
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- Kimovski, Dragi (författare)
- University of Klagenfurt, Austria,Univ Klagenfurt, Austria.
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- Saurabh, Nishant (författare)
- Utrecht University, The Netherlands,Univ Utrecht, Netherlands.
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- Jansen, Matthijs (författare)
- Vrije Universiteit Amsterdam, The Netherlands,Vrije Univ Amsterdam, NL-1081 HV Amsterdam, Netherlands.
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- Aral, Atakan (författare)
- Umeå universitet,Institutionen för datavetenskap,Umeå University, Sweden.
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- Al-Dulaimy, Auday (författare)
- Mälardalens universitet,Inbyggda system
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- Bondi, Andre B. (författare)
- Software Performance and Scalability Consulting LLC, USA,Software Performance & Scalabil Consulting LLC, USA.
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- Galletta, Antonino (författare)
- University of Messina, Italy.
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- Papadopoulos, Alessandro, Professor (författare)
- Mälardalens universitet,Inbyggda system
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- Iosup, Alexandru (författare)
- Vrije Universiteit Amsterdam, The Netherlands,Vrije University Amsterdam, Netherlands.
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- Prodan, Radu (författare)
- University of Klagenfurt, Austria.
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University of Klagenfurt, Austria Univ Klagenfurt, Austria (creator_code:org_t)
- IEEE COMPUTER SOC, 2023
- 2023
- Engelska.
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Ingår i: IEEE Internet Computing. - : IEEE COMPUTER SOC. - 1089-7801 .- 1941-0131. ; , s. 1-11
- Relaterad länk:
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https://doi.org/10.1...
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https://umu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.1...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- The article discusses the emerging non-von Neumann computer architectures and their integration in the computing continuum for supporting modern distributed applications, including artificial intelligence, big data, and scientific computing. It provides a detailed summary of the available and emerging non-von Neumann architectures, which range from power-efficient single-board accelerators to quantum and neuromorphic computers. Furthermore, it explores their potential benefits for revolutionizing data processing and analysis in various societal, science, and industry fields. The paper provides a detailed analysis of the most widely used class of distributed applications and discusses the difficulties in their execution over the computing continuum, including communication, interoperability, orchestration, and sustainability issues.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Nyckelord
- Artificial intelligence
- Computational modeling
- Computer architecture
- Distributed databases
- Internet
- Neurons
- Quantum computing
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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Till lärosätets databas
- Av författaren/redakt...
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Kimovski, Dragi
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Saurabh, Nishant
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Jansen, Matthijs
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Aral, Atakan
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Al-Dulaimy, Auda ...
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Bondi, Andre B.
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visa fler...
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Galletta, Antoni ...
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Papadopoulos, Al ...
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Iosup, Alexandru
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Prodan, Radu
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visa färre...
- Om ämnet
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- NATURVETENSKAP
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NATURVETENSKAP
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och Data och informa ...
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och Datavetenskap
- Artiklar i publikationen
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IEEE Internet Co ...
- Av lärosätet
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Umeå universitet
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Mälardalens universitet