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A reliable architecture based on reactive microservices for IoT applications

Authors:

Cleber Santana,

Leandro Andrade,

Ernando Batista,

José Vitor Sampaio,

Cássio PrazeresAuthors Info & Claims

WebMedia '19: Proceedings of the 25th Brazillian Symposium on Multimedia and the Web

Pages 15 - 19

https://doi.org/10.1145/3323503.3345027

Published: 29 October 2019 Publication History

Abstract

Microservices has recently been employed in Cloud Computing to support the construction of large-scale systems that are resilient, elastic and best suited to meet today's demands. In Internet of Things (IoT) a set of smart applications can be built in the most different scenarios and that can impact the daily routine of people's lives. The development of applications and services at IoT brings challenges such as deployment, elasticity and resilience. Microservices developed with the characteristics of resilience, elasticity and addressed to messages are considered reactive Microservices. Thus, this paper proposes an architectural model based on reactive Microservices to improve the reliability of IoT applications from the perspective of availability.

References

[1]

E. Batista, L. Andrade, R. Dias, A. Andrade, G. Figueiredo, and C. Prazeres. 2018. Characterization and Modeling of IoT Data Traffic in the Fog of Things Paradigm. In 2018 IEEE 17th International Symposium on Network Computing and Applications (NCA). IEEE, Cambridge, MA, USA, 1--8.

[2]

E. Batista, G. Figueiredo, M. Peixoto, M. Serrano, and C. Prazeres. 2018. Load Balancing in the Fog of Things Platforms Through Software-Defined Networking. In 2018 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData). IEEE, Halifax, NS, Canada, Canada, 1785--1791.

[3]

ZACK BLOOM. 2013. How We Deploy 300 Times a Day. Hubspot. Retrieved April 21, 2018 from https://product.hubspot.com/blog/how-we-deploy-300-times-a-day

[4]

Jonas Bonér. 2017. Reactive Microsystems The Evolution of Microservices at Scale. O'Reilly Media, Gravenstein Highway North, Sebastopol.

[5]

Flavio Bonomi, Rodolfo Milito, Preethi Natarajan, and Jiang Zhu. 2014. Fog computing: A platform for internet of things and analytics. In Big Data and Internet of Things: A Roadmap for Smart Environments. Springer, Gewerbestrasse 11, 6330 Cham, Switzerland, 169--186.

[6]

Flavio Bonomi, Rodolfo Milito, Jiang Zhu, and Sateesh Addepalli. 2012. Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing. ACM, ACM, New York, NY, USA, 13--16.

Digital Library

[7]

CIRCLE CI. 2015. DB performance issue Incident Report for CircleCI. CIRCLE CI. Retrieved July 2, 2018 from https://status.circleci.com/incidents/hr0mm9xmm3×6

[8]

Rodrigo da Rosa Righi, Everton Correa, MÃąrcio Miguel Gomes, and Cristiano AndrÃl' da Costa. 2018. Enhancing performance of IoT applications with load prediction and cloud elasticity. Future Generation Computer Systems 1, 1 (2018), 1--13.

[9]

Cleber Jorge Lira de Santana, Brenno de Mello Alencar, and Cassio Vinicius Serafim Prazeres. 2018. Microservices: A Mapping Study for Internet of Things Solutions. In 2018 IEEE International Symposium on Network Computing and Applications (NCA). IEEE, Cambridge, MA, USA, 1--4.

[10]

Cleber Jorge Lira de Santana, Brenno de Mello Alencar, and Cássio V. Serafim Prazeres. 2019. Reactive Microservices for the Internet of Things: A Case Study in Fog Computing. In Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing (SAC '19). ACM, New York, NY, USA, 1243--1251.

Digital Library

[11]

Flavia C. Delicato, Paulo F. Pires, Thais Batista, Everton Cavalcante, Bruno Costa, and Thomaz Barros. 2013. Towards an IoT Ecosystem. In Proceedings of the First International Workshop on Software Engineering for Systems-of-Systems (SESoS '13). ACM, New York, NY, USA, 25--28.

Digital Library

[12]

R. Duan, X. Chen, and T. Xing. 2011. A QoS Architecture for IOT. In 2011 International Conference on Internet of Things and 4th International Conference on Cyber, Physical and Social Computing. IEEE, Dalian, China, 717--720.

Digital Library

[13]

International Organization for Standardization/International Electrotechnical Commission et al. 2011. ISO/IEC 25010-Systems and software engineering - systems and software Quality Requirements and Evaluation (SQuaRE) - system and software quality models. Authors, Switzerland 1, 15 (2011), 1--15.

[14]

Martin Fowler and James Lewis. 2014. Microservices, 2014. URL: http://martinfowler.com/articles/microservices.html 1, 1 (2014), 1--1.

[15]

P. D. Francesco, I. Malavolta, and P. Lago. 2017. Research on Architecting Microservices: Trends, Focus, and Potential for Industrial Adoption. In 2017 IEEE International Conference on Software Architecture (ICSA). IEEE, Gothenburg, Sweden, 21--30.

[16]

Jez Humble and David Farley. 2011. Continuous delivery: reliable software releases through build, test, and deployment automation. Addison-Wesley Boston, EUA.

[17]

Lucas M. C. e Martins, Francisco L. de Caldas Filho, Rafael T. de Sousa Júnior, William F. Giozza, and João Paulo C.L. da Costa. 2017. Increasing the Dependability of IoT Middleware with Cloud Computing and Microservices. In Companion Proceedings of the 10th International Conference on Utility and Cloud Computing (UCC '17 Companion). ACM, New York, NY, USA, 203--208.

Digital Library

[18]

H. B. Pandya and T. A. Champaneria. 2015. Internet of things: Survey and case studies. In 2015 International Conference on Electrical, Electronics, Signals, Communication and Optimization (EESCO). Scimago Journal, United States, 1--6.

[19]

A. Power and G. Kotonya. 2018. A Microservices Architecture for Reactive and Proactive Fault Tolerance in IoT Systems. In 2018 IEEE 19th International Symposium on "A World of Wireless, Mobile and Multimedia Networks" (WoWMoM). IEEE, Chania, Greece, 588--599.

[20]

C. Prazeres and M. Serrano. 2016. SOFT-IoT: Self-Organizing FOG of Things. In 2016 30th International Conference on Advanced Information Networking and Applications Workshops. IEEE, Crans-Montana, Switzerland, 803--808.

[21]

N. Shahid and S. Aneja. 2017. Internet of Things: Vision, application areas and research challenges. In International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC). IEEE, Palladam, India, 583--587.

[22]

Salman Taherizadeh, Vlado Stankovski, and Marko Grobelnik. 2018. A Capillary Computing Architecture for Dynamic Internet of Things: Orchestration of Microservices from Edge Devices to Fog and Cloud Providers. Sensors 18, 9 (2018), 13--22.

[23]

Pedro M. Taveras NÃžÃśez. 2017. A Reactive Microservice Architectural Model with Asynchronous Programming and Observable Streams as an Approach to Developing IoT Middleware. Ph.D. Dissertation. PUCMM. https://search.proquest.com/docview/2026176055?accountid=14536 Copyright - Database copyright ProQuest LLC; ProQuest does not claim copyright in the individual underlying works; ÃŽltima atualizaÃğÃčo em - 2018-05-09.

[24]

Mateusz Trojak. 2018. CI/CD at Scale. Brainly. Retrieved July 2, 2018 from https://medium.com/engineering-brainly/ci-cd-at-scale-fdfb0f49e031

[25]

Gary White, Vivek Nallur, and SiobhÃąn Clarke. 2017. Quality of service approaches in IoT: A systematic mapping. Journal of Systems and Software 132 (2017), 186 -- 203.

Cited By

El Akhdar ABaidada CKartit AHanine MGarcía CLara RAshraf I(2024)Exploring the Potential of Microservices in Internet of Things: A Systematic Review of Security and ProspectsSensors10.3390/s2420677124:20(6771)Online publication date: 21-Oct-2024
https://doi.org/10.3390/s24206771
Lira CBatista EDelicato FPrazeres C(2023)Architecture for IoT applications based on reactive microservicesFuture Generation Computer Systems10.1016/j.future.2023.03.026145:C(223-238)Online publication date: 1-Aug-2023
https://dl.acm.org/doi/10.1016/j.future.2023.03.026
Maray MRizwan SMustafa EShuja J(2023)Microservices enabled bidirectional fault-tolerance scheme for healthcare internet of thingsCluster Computing10.1007/s10586-023-04192-727:4(4621-4633)Online publication date: 30-Nov-2023
https://doi.org/10.1007/s10586-023-04192-7
Show More Cited By

Index Terms

A reliable architecture based on reactive microservices for IoT applications
1. Computer systems organization
  1. Architectures
    1. Distributed architectures
2. Information systems
  1. Information systems applications
    1. Computing platforms

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Published In

cover image ACM Other conferences

WebMedia '19: Proceedings of the 25th Brazillian Symposium on Multimedia and the Web

October 2019

537 pages

ISBN:9781450367639

DOI:10.1145/3323503

General Chairs:
Joel dos Santos
CEFET/RJ
,
Débora Christina Muchaluat Saade
UFF
,
Maria da Graça C. Pimentel
University of Sao Paulo, Brazil
,
Alessandra Alaniz Macedo
University of Sao Paulo, Brazil

Copyright © 2019 Owner/Author.

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 29 October 2019

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WebMedia '19

WebMedia '19: Brazilian Symposium on Multimedia and the Web

October 29 - November 1, 2019

Rio de Janeiro, Brazil

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Overall Acceptance Rate 270 of 873 submissions, 31%

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Cited By

El Akhdar ABaidada CKartit AHanine MGarcía CLara RAshraf I(2024)Exploring the Potential of Microservices in Internet of Things: A Systematic Review of Security and ProspectsSensors10.3390/s2420677124:20(6771)Online publication date: 21-Oct-2024
https://doi.org/10.3390/s24206771
Lira CBatista EDelicato FPrazeres C(2023)Architecture for IoT applications based on reactive microservicesFuture Generation Computer Systems10.1016/j.future.2023.03.026145:C(223-238)Online publication date: 1-Aug-2023
https://dl.acm.org/doi/10.1016/j.future.2023.03.026
Maray MRizwan SMustafa EShuja J(2023)Microservices enabled bidirectional fault-tolerance scheme for healthcare internet of thingsCluster Computing10.1007/s10586-023-04192-727:4(4621-4633)Online publication date: 30-Nov-2023
https://doi.org/10.1007/s10586-023-04192-7
Mirzaie MAbadeh M(2022)An approach to modeling and simulating resiliency in multidisciplinary microservice networksInternational Journal of Modeling, Simulation, and Scientific Computing10.1142/S179396232350011314:03Online publication date: 23-Jun-2022
https://doi.org/10.1142/S1793962323500113
George TTyagi A(2022)Reliable Edge Computing Architectures for Crowdsensing Applications2022 International Conference on Computer Communication and Informatics (ICCCI)10.1109/ICCCI54379.2022.9740791(1-6)Online publication date: 25-Jan-2022
https://doi.org/10.1109/ICCCI54379.2022.9740791
Santana CBatista EMello BPrazeres C(2021)FoT-Rules: A Semantic Rule-based Approach for Smart Spaces Through Fog of ThingsInternational Journal of Semantic Computing10.1142/S1793351X2150002115:01(23-55)Online publication date: 25-Apr-2021
https://doi.org/10.1142/S1793351X21500021
du Plessis SMendes BCorreia N(2021)A Comparative Study of Microservices Frameworks in IoT Deployments2021 International Young Engineers Forum (YEF-ECE)10.1109/YEF-ECE52297.2021.9505049(86-91)Online publication date: 9-Jul-2021
https://doi.org/10.1109/YEF-ECE52297.2021.9505049
Divan MSanchez-Reynoso M(2020)Optimizing Data Transmission from IoT devices through Weighted Online Data Changing DetectorsAdvances in Data Science and Adaptive Analysis10.1142/S2424922X20410016Online publication date: 13-Aug-2020
https://doi.org/10.1142/S2424922X20410016
Xiao LXiao NLi MXie SHou KLi Y(2020)Architecture and Implementation of IoT Middleware for Ground Support Systems in Launch Site2020 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)10.1109/ICSMD50554.2020.9261717(448-454)Online publication date: 15-Oct-2020
https://doi.org/10.1109/ICSMD50554.2020.9261717

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