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'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'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