Aiming to break the software monoliths that traditional approaches usually produce as artifacts, solutions that are based on microservices consist of heterogeneous and independent software platforms to manage applications and data. In this scenario, the term polyglot persistence has been introduced to characterize software solutions where the involved microservices rely on different data storage technologies. Especially in Fog Computing where data are expected to efficiently flow among nodes – usually from the edge to the cloud – the polyglot persistence could have a negative impact since a combination of data replication and transformation is required. The goal of this paper is to study the challenges in data management in Fog Computing when microservices are adopted, and to present a solution which combines the advantages of the physical copy approach performed by network file systems to provide a fast data movement and the ability of the logical copy approach to transform the data. The resulting mix is demonstrated to reduce the time of creating the replica up to 70%.

(2020). Fast replica of polyglot persistence in microservice architectures for fog computing . Retrieved from https://hdl.handle.net/10446/324010

Fast replica of polyglot persistence in microservice architectures for fog computing

Salnitri, M.
2020-01-01

Abstract

Aiming to break the software monoliths that traditional approaches usually produce as artifacts, solutions that are based on microservices consist of heterogeneous and independent software platforms to manage applications and data. In this scenario, the term polyglot persistence has been introduced to characterize software solutions where the involved microservices rely on different data storage technologies. Especially in Fog Computing where data are expected to efficiently flow among nodes – usually from the edge to the cloud – the polyglot persistence could have a negative impact since a combination of data replication and transformation is required. The goal of this paper is to study the challenges in data management in Fog Computing when microservices are adopted, and to present a solution which combines the advantages of the physical copy approach performed by network file systems to provide a fast data movement and the ability of the logical copy approach to transform the data. The resulting mix is demonstrated to reduce the time of creating the replica up to 70%.
2020
Inglese
Service-Oriented Computing. 18th International Conference, ICSOC 2020
978-3-030-65309-5
12571
45
55
cartaceo
online
Switzerland
Springer
ICSOC 2020: 18th International Conference on Service-Oriented Computing; Dubai, United Arab Emirates, December 14–17, 2020
18
Dubai (United Arab Emirates)
December 14–17, 2020
internazionale
contributo
Settore IINF-05/A - Sistemi di elaborazione delle informazioni
Data movement; Efficient data management
info:eu-repo/semantics/conferenceObject
3
Cantarutti, M.; Plebani, P.; Salnitri, Mattia
1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations
reserved
Non definito
273
(2020). Fast replica of polyglot persistence in microservice architectures for fog computing . Retrieved from https://hdl.handle.net/10446/324010
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