Software architecture : 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings (eBook, 2021) [WorldCat.org]
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Software architecture : 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings
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Software architecture : 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings

Author: Stefan BifflElena NavarroWelf LöweMarjan SirjaniRaffaela MirandolaAll authors
Publisher: Cham : Springer, 2021.
Series: Lecture notes in computer science, 12857.; LNCS sublibrary., SL 2,, Programming and software engineering.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the refereed proceedings of the 15th International Conference on Software Architecture, ECSA 2021, held in Sweden, in September 2021. Due to COVID-19 pandemic the conference was held virtually. In the Research Track, 11 full papers presented together with 5 short papers were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections as follows:  Read more...
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Details

Genre/Form: Congress
Electronic books
Conference papers and proceedings
Actes de congrès
Congresses
Congrès
Additional Physical Format: Print version:
Biffl, Stefan.
Software Architecture.
Cham : Springer International Publishing AG, ©2021
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Stefan Biffl; Elena Navarro; Welf Löwe; Marjan Sirjani; Raffaela Mirandola; Danny Weyns
ISBN: 9783030860448 3030860442
OCLC Number: 1265463178
Notes: Includes author index.
Description: 1 online resource (339 pages)
Contents: Intro --
Preface --
Organization --
Abstracts of Keynotes --
Determinism --
Software Architecture for a Digital Age --
Enterprise Architecture in an Agile World --
Contents --
Architectures for Reconfigurable and Self-Adaptive Systems --
Dynamic Updates of Virtual PLCs Deployed as Kubernetes Microservices --
1 Introduction --
2 Background --
3 Related Work --
4 State-Transfer Approach --
4.1 Example --
4.2 Static View --
4.3 Dynamic View --
4.4 Decision Points --
5 Prototypical Implementation --
6 Experimental Evaluation --
6.1 Test Application Sizing --
6.2 Jitter Characterization 6.3 State Transfer Time --
7 Assumptions and Limitations --
8 Conclusions --
References --
A Runtime Safety Enforcement Approach by Monitoring and Adaptation --
1 Introduction --
2 Related Work --
3 Running Example: The MRM System --
4 Safety Enforcement by Monitoring and Adaptation --
4.1 Abstract State Machines for Specifying Enforcement Models --
4.2 ASMs Operating as Enforcement Models --
5 Safety Enforcement Framework --
6 Runtime Safety Enforcement at Work --
6.1 Instantiation of the Enforcement Framework --
6.2 Validation of Enforcement Strategies --
7 Conclusion and Future Work 2 Motivating Scenario: Tele-Assistance System (TAS) --
3 Approach --
3.1 Preliminaries --
3.2 Configuration Data Extraction --
3.3 Data Aggregation and Normalization --
3.4 Principal Component Analysis --
4 Evaluation --
4.1 Experimental Setup --
4.2 Scenario: Network Architecture --
4.3 Discussion --
5 Related Work --
6 Conclusions and Future Work --
References --
A Machine Learning Approach to Service Discovery for Microservice Architectures --
1 Introduction --
2 Related Work --
3 System Model --
4 ML Based Service Discovery --
4.1 Data Extraction --
4.2 Feature Extraction --
4.3 Training 4.4 Prediction --
4.5 Selection --
5 Evaluation --
5.1 Proof-of-Concept: The Coin Collection Application --
5.2 Controlled Experiments --
5.3 Approach Effectiveness --
5.4 Approach Efficiency --
5.5 Threats to Validity --
6 Conclusion --
References --
FLRA: A Reference Architecture for Federated Learning Systems --
1 Introduction --
2 Methodology --
2.1 Generation of Theory --
2.2 Confirmation of Theory --
3 FLRA Reference Architecture --
3.1 Job Creation --
3.2 Data Collection and Preprocessing --
3.3 Model Training --
3.4 Model Deployment --
3.5 Model Monitoring --
4 Related Work --
5 Discussion and Conclusion.
Series Title: Lecture notes in computer science, 12857.; LNCS sublibrary., SL 2,, Programming and software engineering.
Other Titles: ECSA 2021
Responsibility: Stefan Biffl, Elena Navarro, Welf Löwe, Marjan Sirjani, Raffaela Mirandola, Danny Weyns (Eds.).

Abstract:

This book constitutes the refereed proceedings of the 15th International Conference on Software Architecture, ECSA 2021, held in Sweden, in September 2021.  Read more...

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