Adopting the Actor Model for Antifragile Serverless
Architectures

D 2023

Adopting the Actor Model for Antifragile Serverless Architectures

MRÁZ, Marcel, Hind BANGUI, Bruno ROSSI and Barbora BÜHNOVÁ

Basic information

Original name

Adopting the Actor Model for Antifragile Serverless Architectures

Authors

MRÁZ, Marcel (203 Czech Republic, belonging to the institution), Hind BANGUI (504 Morocco, belonging to the institution), Bruno ROSSI (380 Italy, guarantor, belonging to the institution) and Barbora BÜHNOVÁ (203 Czech Republic, belonging to the institution)

Edition

Neuveden, Proceedings of the 18th International Conference on Software Technologies - ICSOFT, p. 612-619, 8 pp. 2023

Publisher

SciTePress

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10200 1.2 Computer and information sciences

Country of publisher

Portugal

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

electronic version available online

References:

URL

RIV identification code

RIV/00216224:14330/23:00130926

Organization unit

Faculty of Informatics

ISBN

978-989-758-665-1

ISSN

DOI

http://dx.doi.org/10.5220/0012130700003538

Keywords in English

Software Architecture; Software Systems Antifragility; Actor Model; Serverless

Abstract

V originále

Antifragility is a novel concept focusing on letting software systems learn and improve over time based on sustained adverse events such as failures. The actor model has been proposed to deal with concurrent computation and has recently been adopted in several serverless platforms. In this paper, we propose a new idea for supporting the adoption of supervision strategies in serverless systems to improve the antifragility properties of such systems. We define a predictive strategy based on the concept of stressors (e.g., injecting failures), in which actors or a hierarchy of actors can be impacted and analyzed for systems' improvement. The proposed solution can improve the system's resiliency in exchange for higher complexity but goes in the direction of building antifragile systems.

Links

CZ.02.1.01/0.0/0.0/16_019/0000822, interní kód MU
(CEP code: EF16_019/0000822)

Name: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur (Acronym: C4e)

Investor: Ministry of Education, Youth and Sports of the CR, CyberSecurity, CyberCrime and Critical Information Infrastructures Center of Excellence, Priority axis 1: Strengthening capacities for high-quality research

EF16_019/0000822, research and development project

Name: Centrum excelence pro kyberkriminalitu, kyberbezpečnost a ochranu kritických informačních infrastruktur

Citovat

MRÁZ, Marcel, Hind BANGUI, Bruno ROSSI and Barbora BÜHNOVÁ. Adopting the Actor Model for Antifragile Serverless Architectures. Online. In Proceedings of the 18th International Conference on Software Technologies - ICSOFT. Neuveden: SciTePress, 2023, p. 612-619. ISBN 978-989-758-665-1. Available from: https://dx.doi.org/10.5220/0012130700003538.

@inproceedings{2289518,
   author = {Mráz, Marcel and Bangui, Hind and Rossi, Bruno and Bühnová, Barbora},
   address = {Neuveden},
   booktitle = {Proceedings of the 18th International Conference on Software Technologies - ICSOFT},
   doi = {http://dx.doi.org/10.5220/0012130700003538},
   keywords = {Software Architecture; Software Systems Antifragility; Actor Model; Serverless},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Neuveden},
   isbn = {978-989-758-665-1},
   pages = {612-619},
   publisher = {SciTePress},
   title = {Adopting the Actor Model for Antifragile Serverless Architectures},
   url = {https://doi.org/10.5220/0012130700003538},
   year = {2023}
}

TY  - JOUR
ID  - 2289518
AU  - Mráz, Marcel - Bangui, Hind - Rossi, Bruno - Bühnová, Barbora
PY  - 2023
TI  - Adopting the Actor Model for Antifragile Serverless Architectures
PB  - SciTePress
CY  - Neuveden
SN  - 9789897586651
KW  - Software Architecture
KW  - Software Systems Antifragility
KW  - Actor Model
KW  - Serverless
UR  - https://doi.org/10.5220/0012130700003538
N2  - Antifragility is a novel concept focusing on letting software systems learn and improve over time based on sustained adverse events such as failures. The actor model has been proposed to deal with concurrent computation and has recently been adopted in several serverless platforms. In this paper, we propose a new idea for supporting the adoption of supervision strategies in serverless systems to improve the antifragility properties of such systems. We define a predictive strategy based on the concept of stressors (e.g., injecting failures), in which actors or a hierarchy of actors can be impacted and analyzed for systems' improvement. The proposed solution can improve the system's resiliency in exchange for higher complexity but goes in the direction of building antifragile systems.
ER  -

MRÁZ, Marcel, Hind BANGUI, Bruno ROSSI and Barbora BÜHNOVÁ. Adopting the Actor Model for Antifragile Serverless Architectures. Online. In \textit{Proceedings of the 18th International Conference on Software Technologies - ICSOFT}. Neuveden: SciTePress, 2023, p.~612-619. ISBN~978-989-758-665-1. Available from: https://dx.doi.org/10.5220/0012130700003538.

Detailed Information on Publication Record