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Towards a Concept for Building a Big Data Architecture with Microservices

Aamir Shakir, Daniel Staegemann, Matthias Volk, Naoum Jamous, Klaus Turowski
2021 Business Information Systems  
Many of those Big Data architectures have rather monolithic elements. However, a new trend arises in which monolithic architectures are replaced with more modularized ones, such as microservices.  ...  In this paper, those aspects will be presented and the transformation of an exemplary Big Data architecture with somewhat monolithic elements into a microservice favoured one is outlined.  ...  The success factors for building a microservice favored Big Data architecture are described in this table.  ... 
doi:10.52825/bis.v1i.67 fatcat:ofsiddoohrej7ibmiznolcczaa

Towards a Semantic Infrastructure for User Generated Mobile Services [chapter]

Marcin Davies
2009 Lecture Notes in Computer Science  
This paper presents a research approach towards a semantic infrastructure for user generated mobile services.  ...  Building on the concept of semantic microservices, the aim of this work is to sufficiently lower the barrier for end-users in order to enable easy ad-hoc creation, customisation, and discovery of mobile  ...  Zhdanova for extensive feedback and supervision of this work.  ... 
doi:10.1007/978-3-642-02121-3_83 fatcat:yfeddwor5veexelqenroacpxfi

The Potential of Microservice Architecture for Internet of Things (IoT) in Smart City, a Literature Review

Hatma - Suryotrisongko, Prasasti Karunia Farista Ananto
2017 Kursor  
After some reviews of the literatures, most of them agree with the use of microservices architecture in creating or developing a smart city of IoT because the microservices architecture offers a lot and  ...  It is a challenge for the city to build widely distributed applications and platforms on the Web.  ...  REVIEWING LITERATURE IOT OF SMART CITY In keeping with the ultimate goal of building smart city, IoT comes up with a concept that can extend the usefulness of internet connectivity to an object [10] .  ... 
doi:10.28961/kursor.v9i1.95 fatcat:psbmx6dqfng2fh3rehyorl7nl4

MAIA: A Microservices-based Architecture for Industrial Data Analytics [article]

Hai Dinh-Tuan, Felix Beierle, Sandro Rodriguez Garzon
2019 arXiv   pre-print
The main contributions of this work are therefore two-fold: (1) an assessment of the microservices' feasibility in industrial environments, and (2) a microservices-based architecture for industrial data  ...  Initial evaluation results of this prototype underpin the adoption of microservices in industrial analytics with less than 20ms end-to-end processing latency for predicting movement paths for 100 autonomous  ...  ACKNOWLEDGMENT This work has received funding by the Federal Ministry for Economic Affairs and Energy (BMWi), Germany under grant no. 01MA17008, project Industrial Communication for Factories (IC4F).  ... 
arXiv:1905.06625v1 fatcat:pqtdy6b3hrgfpbsodlhuv4jmza

Towards a Taxonomy of Microservices Architectures [chapter]

Martin Garriga
2018 Lecture Notes in Computer Science  
However, the proliferation of approaches leveraging microservices calls for a systematic way of analyzing and assessing them as a completely new ecosystem: the first cloud-native architectural style.  ...  This paper defines a preliminary analysis framework in the form of a taxonomy of concepts, encompassing the whole microservices lifecycle, as well as organizational aspects.  ...  SOA is built on the concept of foster reuse: a share-as-much-as-possible architecture style, whereas microservices architecture is built on the concept of a share-as-little-as-possible architecture style  ... 
doi:10.1007/978-3-319-74781-1_15 fatcat:6322gchmyrhlfb5uo2mbyd2frq

Microservices Migration in Industry: Intentions, Strategies, and Challenges [article]

Jonas Fritzsch, Justus Bogner, Stefan Wagner, Alfred Zimmermann
2019 arXiv   pre-print
To remain competitive in a fast changing environment, many companies started to migrate their legacy applications towards a Microservices architecture.  ...  As such, finding the right service cut was a major technical challenge, next to building the necessary expertise with new technologies.  ...  ACKNOWLEDGMENT This research was partially funded by the Ministry of Science of Baden-Württemberg, Germany, for the Doctoral Program "Services Computing" (http://www.servicescomputing.de/?lang=en).  ... 
arXiv:1906.04702v1 fatcat:tkjazfoscjb5bch7laga77nj7e

Towards a Roadmap for the Migration of Legacy Software Systems to a Microservice based Architecture

Hugo S. da Silva, Glauco Carneiro, Miguel Monteiro
2019 Proceedings of the 9th International Conference on Cloud Computing and Services Science  
The migration of legacy software systems to a microservice based architecture is not a trivial task due to challenges and difficulties as reported in the literature.  ...  The concept of microservices mainly consists in software organized as a suite of small, modular, and independently deployed services that run on their own processes and communicate through well-defined  ...  Step 6: Migrate for Microservices Architecture Input Data: System with Evolved Monolithic Architecture Output Data: System with Microservices Architecture Description: deciding to migrate to a microservice  ... 
doi:10.5220/0007618400370047 dblp:conf/closer/SilvaC019 fatcat:uu3ezwdtt5eodbpamjrbj66mwy

Size Matters: Microservices Research and Applications [article]

Manuel Mazzara, Antonio Bucchiarone, Nicola Dragoni, Victor Rivera
2019 arXiv   pre-print
We introduce the idea of microservices and we discuss some of the current research challenges and real-life software applications where the microservice paradigm play a key role.  ...  In this chapter we offer an overview of microservices providing the introductory information that a reader should know before continuing reading this book.  ...  As a result, smart buildings are an ideal application scenario for the Microservices paradigm.  ... 
arXiv:1904.03027v1 fatcat:2anbkw2mabhe3mseyfaerx6etm

Engineering Edge-Cloud Offloading of Big Data for Channel Modelling in THz-range Communications [article]

Zied Ennaceur, Anna Engelmann, Admela Jukan
2021 arXiv   pre-print
Current methods of channel estimations, be it modeling- or data-based (machine learning (ML)), - use and create big data.  ...  For microservices approach, we engineer both Docker Swarm and Kubernetes systems.  ...  Here, a single virtual machine (VM) builds a platform for data retrieval and processing, as well as for services.  ... 
arXiv:2111.08663v1 fatcat:33lwngjhdnacvd7gv472p4qe4i

Study on the Construction of Public Service Platform for Risk Assessment of Consumer Products Based on Microservice Architecture

Zhou Xu, Fangkai Zhang, Meiyu Wu, Yanli Meng
2020 International Journal of Sciences  
This paper proposes a public service platform for risk assessment of consumer products based on microservice architecture and studies its key issues.  ...  microservice architecture for risk assessment of consumer products.  ...  Microservice architecture, as a popular software architecture style, can build complex applications in a more flexible, lightweight and loose-coupled way [3] .  ... 
doi:10.18483/ijsci.2399 fatcat:7slow332enazfo6nujt674sfme

Digital Enterprise Architecture with Micro-granular Systems and Services

Alfred Zimmermann, Justus Bogner, Rainer Schmidt, Dierk Jugel, Christian M. Schweda, Michael Möhring
2016 Business Informatics Research  
of Things, as part of a new digital enterprise architecture.  ...  To integrate micro-granular architecture models to living architectural model versions we are extending more traditional enterprise architecture reference models with state of art elements for agile architectural  ...  The development of such applications integrates Web and REST Services, Microservices, Internet of Things, Cloud Computing and Big Data management, among other frameworks and methods for semantic support  ... 
dblp:conf/bir/ZimmermannBSJSM16 fatcat:km263v7vrbbidbyxn5orp4cgi4

InterSCity: A Scalable Microservice-based Open Source Platform for Smart Cities

Arthur M. Del Esposte, Fabio Kon, Fabio M. Costa, Nelson Lago
2017 Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems  
In this paper, we explore the use of a microservices architecture to address key practical challenges in smart city platforms.  ...  We discuss how the microservice approach enables a flexible, extensible, and loosely coupled architecture and present experimental results demonstrating the scalability of the proposed platform.  ...  We also acknowledge the following developers for their contributions to the InterSCity platform source  ... 
doi:10.5220/0006306200350046 dblp:conf/smartgreens/EsposteKCL17 fatcat:7m6baugi5reqfaean7lghr6gge

A Service Oriented Architecture for the Digitalization and Automation of Distribution Grids

Marco Pau, Markus Mirz, Jan Dinkelbach, Padraic McKeever, Ferdinanda Ponci, Antonello Monti
2022 IEEE Access  
This paper presents a new philosophy for the digitalization and automation of distribution grids, based on a modular architecture of microservices implemented via container technology.  ...  This paper presents the main concepts and benefits of the proposed philosophy, together with an example of field implementation based on open source components carried out in the context of the European  ...  IoT and big data technologies are specifically conceived to deal with the scalability issue and offer a variety of solutions for this [9] .  ... 
doi:10.1109/access.2022.3164393 fatcat:vl2pd3g5x5afhnt3tg4r7wjkzq

Cyber-physical systems (CPS) in supply chain management: from foundations to practical implementation

Flavio Tonelli, Melissa Demartini, Massimo Pacella, Roberta Lala
2021 Procedia CIRP  
A set of basic features of CPS 2 systems are discussed and addressed by contextualizing service orientation architecture and microservices components with respect to supply chain management collaboration  ...  A set of basic features of CPS 2 systems are discussed and addressed by contextualizing service orientation architecture and microservices components with respect to supply chain management collaboration  ...  All the collected data are historicized within a Big Data Service (BDS) and made available to the whole company.  ... 
doi:10.1016/j.procir.2021.03.080 fatcat:c7xqyyny45huneuqpjxh2pjewe

A Service Oriented Architecture for the Digitalization and Automation of Distribution Grids

Marco Pau, Markus Mirz, Jan Dinkelbach, Padraic Mckeever, Ferdinanda Ponci, Antonello Monti
2022 IEEE access 10  
This paper presents a new philosophy for the digitalization and automation of distribution grids, based on a modular architecture of microservices implemented via container technology.  ...  This paper presents the main concepts and benefits of the proposed philosophy, together with an example of field implementation based on open source components carried out in the context of the European  ...  IoT and big data technologies are specifically conceived to deal with the scalability issue and offer a variety of solutions for this [9] .  ... 
doi:10.18154/rwth-2022-03953 fatcat:o57orlzb5bgkljh26757qno66e
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