Towards Seamless IoT Device-Edge-Cloud Continuum: Software Architecture Options of IoT Devices Revisited

Antero Taivalsaari, Tommi Mikkonen, Cesare Pautasso

Tutkimustuotos: KonferenssiartikkeliScientificvertaisarvioitu

8 Sitaatiot (Scopus)

Abstrakti

In this paper we revisit a taxonomy of client-side IoT software architectures that we presented a few years ago. We note that the emergence of inexpensive AI/ML hardware and new communication technologies are broadening the architectural options for IoT devices even further. These options can have a significant impact on the overall end-to-end architecture and topology of IoT systems, e.g., in determining how much computation can be performed on the edge of the network. We study the implications of the IoT device architecture choices in light of the new observations, as well as make some new predictions about future directions. Additionally, we make a case for isomorphic IoT systems in which development complexity is alleviated with consistent use of technologies across the entire stack, providing a seamless continuum from edge devices all the way to the cloud.

AlkuperäiskieliEnglanti
OtsikkoICWE 2021 Workshops - ICWE 2021 International Workshops, BECS and Invited Papers, 2021, Revised Selected Papers
ToimittajatMaxim Bakaev, In-Young Ko, Michael Mrissa, Michael Mrissa, Cesare Pautasso, Abhishek Srivastava
KustantajaSpringer
Sivut82-98
Sivumäärä17
ISBN (painettu)9783030922306
DOI - pysyväislinkit
TilaJulkaistu - 2022
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaInternational Workshop on Big data-driven Edge Cloud Services held in conjunction with International Conference on Web Engineering -
Kesto: 18 toukok. 202121 toukok. 2021

Julkaisusarja

NimiCommunications in Computer and Information Science
Vuosikerta1508 CCIS
ISSN (painettu)1865-0929
ISSN (elektroninen)1865-0937

Conference

ConferenceInternational Workshop on Big data-driven Edge Cloud Services held in conjunction with International Conference on Web Engineering
Ajanjakso18/05/2121/05/21

Julkaisufoorumi-taso

  • Jufo-taso 1

!!ASJC Scopus subject areas

  • Yleinen tietojenkäsittelytiede
  • Yleinen matematiikka

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