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A guide to design uncertainty-aware self-adaptive components in Cyber-Physical Systems

Identifikátory výsledku

  • Kód výsledku v IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F22%3A10439504" target="_blank" >RIV/00216208:11320/22:10439504 - isvavai.cz</a>

  • Výsledek na webu

    <a href="https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=Xxd7ZCUUKt" target="_blank" >https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=Xxd7ZCUUKt</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1016/j.future.2021.10.027" target="_blank" >10.1016/j.future.2021.10.027</a>

Alternativní jazyky

  • Jazyk výsledku

    angličtina

  • Název v původním jazyce

    A guide to design uncertainty-aware self-adaptive components in Cyber-Physical Systems

  • Popis výsledku v původním jazyce

    Cyber-physical systems (CPS) need to be designed to deal with various forms of uncertainties associated with data contributing to the system&apos;s knowledge and its belief of the environment. Dealing with uncertainties requires adopting appropriate methods, which then allow for making the right decisions and carrying out the right actions based on imperfect information. However, CPS design is difficult and requires attention to many variables during the design process. For instance, choosing and incorporating methods for dealing with uncertainties into CPS design requires identifying the kinds of uncertainties at hand as well as knowledge of suitable methods and their application. While inspiration can be found in other CPS designs, the details of dealing with uncertainties in other CPSs can be confounded by domain-specific terminology, context, and requirements. To make this aspect of CPS design less daunting, we aim at providing an overview of approaches dealing with uncertainties in the design of CPS targeting collective behavior. To this end, we present a systematic review of relevant scientific projects with industrial leadership and synthesis of relations between system features, the kinds of uncertainties, and methods used to deal with them. The results provide an overview of uncertainties and challenges across different domains, and reason about a guide for designing uncertainty-aware self-adaptive components in CPS. (C) 2021 Elsevier B.V. All rights reserved.

  • Název v anglickém jazyce

    A guide to design uncertainty-aware self-adaptive components in Cyber-Physical Systems

  • Popis výsledku anglicky

    Cyber-physical systems (CPS) need to be designed to deal with various forms of uncertainties associated with data contributing to the system&apos;s knowledge and its belief of the environment. Dealing with uncertainties requires adopting appropriate methods, which then allow for making the right decisions and carrying out the right actions based on imperfect information. However, CPS design is difficult and requires attention to many variables during the design process. For instance, choosing and incorporating methods for dealing with uncertainties into CPS design requires identifying the kinds of uncertainties at hand as well as knowledge of suitable methods and their application. While inspiration can be found in other CPS designs, the details of dealing with uncertainties in other CPSs can be confounded by domain-specific terminology, context, and requirements. To make this aspect of CPS design less daunting, we aim at providing an overview of approaches dealing with uncertainties in the design of CPS targeting collective behavior. To this end, we present a systematic review of relevant scientific projects with industrial leadership and synthesis of relations between system features, the kinds of uncertainties, and methods used to deal with them. The results provide an overview of uncertainties and challenges across different domains, and reason about a guide for designing uncertainty-aware self-adaptive components in CPS. (C) 2021 Elsevier B.V. All rights reserved.

Klasifikace

  • Druh

    J<sub>imp</sub> - Článek v periodiku v databázi Web of Science

  • CEP obor

  • OECD FORD obor

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Návaznosti výsledku

  • Projekt

  • Návaznosti

    S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Ostatní

  • Rok uplatnění

    2022

  • Kód důvěrnosti údajů

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Údaje specifické pro druh výsledku

  • Název periodika

    Future Generation Computer Systems

  • ISSN

    0167-739X

  • e-ISSN

    1872-7115

  • Svazek periodika

    128

  • Číslo periodika v rámci svazku

    March 2022

  • Stát vydavatele periodika

    NL - Nizozemsko

  • Počet stran výsledku

    24

  • Strana od-do

    466-489

  • Kód UT WoS článku

    000744287900009

  • EID výsledku v databázi Scopus

    2-s2.0-85118940478