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Impacts, causes, and solutions of architectural smells in microservices: An industrial investigation

https://doi.org/10.1002/spe.3138
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/smr.2181openalex-snapshot
Watch out for this commit! A study of influential software changes
inferredcites →https://doi.org/10.1002/smr.2398openalex-snapshot
On the relation between architectural smells and source code changes
inferredcites →https://doi.org/10.1002/spe.2667openalex-snapshot
Architecture conformance analysis using model‐based testing: A case study approach
inferredcites →https://doi.org/10.1002/spe.2974openalex-snapshot
The μ TOSCA toolchain: Mining, analyzing, and refactoring microservice‐based architectures
inferredcites →https://doi.org/10.1002/spe.3004openalex-snapshot
Architecture violations detection and visualization in the continuous integration pipeline
inferredcites →https://doi.org/10.1007/978-3-030-00761-4_21openalex-snapshot
Identifying and Prioritizing Architectural Debt Through Architectural Smells: A Case Study in a Large Software Company
inferredcites →https://doi.org/10.1007/978-3-030-58923-3_13openalex-snapshot
An Initial Study on the Association Between Architectural Smells and Degradation
inferredcites →https://doi.org/10.1007/978-3-319-92901-9_14openalex-snapshot
MICROLYZE: A Framework for Recovering the Software Architecture in Microservice-Based Environments
inferredcites →https://doi.org/10.1007/978-3-642-02351-4_10openalex-snapshot
Toward a Catalogue of Architectural Bad Smells
inferredcites →https://doi.org/10.1007/s10664-008-9102-8openalex-snapshot
Guidelines for conducting and reporting case study research in software engineering
inferredcites →https://doi.org/10.1007/s10664-020-09910-yopenalex-snapshot
Promises and challenges of microservices: an exploratory study
inferredcites →https://doi.org/10.1007/s10664-021-09999-9openalex-snapshot
Industry practices and challenges for the evolvability assurance of microservices
inferredcites →https://doi.org/10.1016/j.infsof.2008.02.003openalex-snapshot
Improving the effectiveness of root cause analysis in post mortem analysis: A controlled experiment
inferredcites →https://doi.org/10.1016/j.infsof.2011.05.005openalex-snapshot
Development and evaluation of a lightweight root cause analysis method (ARCA method) – Field studies at four software companies
inferredcites →https://doi.org/10.1016/j.infsof.2015.07.005openalex-snapshot
Investigating Architectural Technical Debt accumulation and refactoring over time: A multiple-case study
inferredcites →https://doi.org/10.1016/j.infsof.2020.106449openalex-snapshot
Understanding and addressing quality attributes of microservices architecture: A Systematic literature review
inferredcites →https://doi.org/10.1016/j.infsof.2021.106669openalex-snapshot
Architectural design decisions that incur technical debt — An industrial case study
inferredcites →https://doi.org/10.1016/j.jss.2018.09.082openalex-snapshot
The pains and gains of microservices: A Systematic grey literature review
inferredcites →https://doi.org/10.1016/j.jss.2019.04.066openalex-snapshot
Are architectural smells independent from code smells? An empirical study
inferredcites →https://doi.org/10.1016/j.jss.2019.07.008openalex-snapshot
A dataflow-driven approach to identifying microservices from monolithic applications
inferredcites →https://doi.org/10.1016/j.jss.2020.110710openalex-snapshot
Does migrating a monolithic system to microservices decrease the technical debt?
inferredcites →https://doi.org/10.1016/j.jss.2020.110798openalex-snapshot
A Systematic Mapping Study on Microservices Architecture in DevOps
inferredcites →https://doi.org/10.1016/j.jss.2020.110885openalex-snapshot
A systematic mapping study on architectural smells detection
inferredcites →https://doi.org/10.1016/j.jss.2021.110968openalex-snapshot
Identifying architectural technical debt, principal, and interest in microservices: A multiple-case study
inferredcites →https://doi.org/10.1016/j.jss.2021.110984openalex-snapshot
A study on correlations between architectural smells and design patterns
inferredcites →https://doi.org/10.1017/cbo9781139542326.008openalex-snapshot
Survey research methods
inferredcites →https://doi.org/10.1079/pns2004399openalex-snapshot
Focus-group interview and data analysis
inferredcites →https://doi.org/10.1080/00401706.1994.10485832openalex-snapshot
An Introduction to Statistical Methods and Data Analysis
inferredcites →https://doi.org/10.1093/intqhc/mzg031openalex-snapshot
Good practice in the conduct and reporting of survey research
inferredcites →https://doi.org/10.1108/k.2011.06740aae.004openalex-snapshot
Handbook of Business Process Management – Introduction, Methods and Information Systems
inferredcites →https://doi.org/10.1109/32.249661openalex-snapshot
A case study of software process improvement during development
inferredcites →https://doi.org/10.1109/apsec51365.2020.00011openalex-snapshot
Examining the Relationship of Code and Architectural Smells with Software Vulnerabilities
inferredcites →https://doi.org/10.1109/ase.2011.6100123openalex-snapshot
Enhancing architectural recovery using concerns
inferredcites →https://doi.org/10.1109/esem.2019.8870177openalex-snapshot
On the Impact of Refactoring on the Relationship between Quality Attributes and Design Metrics
inferredcites →https://doi.org/10.1109/icpc52881.2021.00041openalex-snapshot
Weighing the Evidence: On Relationship Types in Microservice Extraction
inferredcites →https://doi.org/10.1109/icsa.2018.00013openalex-snapshot
Microservices: Architecting for Continuous Delivery and DevOps
inferredcites →https://doi.org/10.1109/icsa.2018.00027openalex-snapshot
An Empirical Study of Architectural Decay in Open-Source Software
inferredcites →https://doi.org/10.1109/icsa.2019.00018openalex-snapshot
How Developers Discuss Architecture Smells? An Exploratory Study on Stack Overflow
inferredcites →https://doi.org/10.1109/icsaw.2017.16openalex-snapshot
Arcan: A Tool for Architectural Smells Detection
inferredcites →https://doi.org/10.1109/icsm.2013.46openalex-snapshot
How Does Context Affect the Distribution of Software Maintainability Metrics?
inferredcites →https://doi.org/10.1109/icsme.2016.33openalex-snapshot
Automatic Detection of Instability Architectural Smells
inferredcites →https://doi.org/10.1109/icsme.2019.00090openalex-snapshot
Investigating Instability Architectural Smells Evolution: An Exploratory Case Study
inferredcites →https://doi.org/10.1109/icsme46990.2020.00060openalex-snapshot
On the Performance and Adoption of Search-Based Microservice Identification with toMicroservices
inferredcites →https://doi.org/10.1109/icsme52107.2021.00043openalex-snapshot
An Evolutionary Analysis of Software-Architecture Smells
inferredcites →https://doi.org/10.1109/ms.2018.2141031openalex-snapshot
On the Definition of Microservice Bad Smells
inferredcites →https://doi.org/10.1109/ms.2018.2141039openalex-snapshot
Microservices: The Journey So Far and Challenges Ahead
inferredcites →https://doi.org/10.1109/ms.2021.3103664openalex-snapshot
The Perception of Architectural Smells in Industrial Practice
inferredcites →https://doi.org/10.1109/msr52588.2021.00031openalex-snapshot
Architecture Smells and Pareto Principle: A Preliminary Empirical Exploration
inferredcites →https://doi.org/10.1109/saner.2015.7081834openalex-snapshot
Circular dependencies and change-proneness: An empirical study
inferredcites →https://doi.org/10.1109/saner50967.2021.00042openalex-snapshot
A Multi-Criteria Strategy for Redesigning Legacy Features as Microservices: An Industrial Case Study
inferredcites →https://doi.org/10.1109/techdebt.2019.00027openalex-snapshot
Architectural Smells Detected by Tools: a Catalogue Proposal
inferredcites →https://doi.org/10.1109/tse.2019.2910531openalex-snapshot
Service Candidate Identification from Monolithic Systems Based on Execution Traces
inferredcites →https://doi.org/10.1109/tse.2019.2910856openalex-snapshot
Architecture Anti-Patterns: Automatically Detectable Violations of Design Principles
inferredcites →https://doi.org/10.1109/wicsa.2016.15openalex-snapshot
Relating Architectural Decay and Sustainability of Software Systems
inferredcites →https://doi.org/10.1145/2884781.2884825openalex-snapshot
Decoupling level
inferredcites →https://doi.org/10.1145/3238147.3240467openalex-snapshot
Experiences applying automated architecture analysis tool suites
inferredcites →https://doi.org/10.1145/3242163.3242164openalex-snapshot
Migrating towards microservices: migration and architecture smells
inferredcites →https://doi.org/10.1145/3242163.3242165openalex-snapshot
Support for architectural smell refactoring
inferredcites →https://doi.org/10.1145/3362125.3362132openalex-snapshot
A Refactoring Approach for Too Large Packages Using Community Detection and Dependency-based Impacts
inferredcites →https://doi.org/10.1145/337180.337498openalex-snapshot
Daily build and feature development in large distributed projects
inferredcites →https://doi.org/10.1145/3377813.3381357openalex-snapshot
Software development data for architecture analysis
inferredcites →https://doi.org/10.1145/3382494.3422169openalex-snapshot
How long do Junior Developers take to Remove Technical Debt Items?
inferredcites →https://doi.org/10.1145/3387904.3389276openalex-snapshot
When Are Smells Indicators of Architectural Refactoring Opportunities
inferredcites →https://doi.org/10.1145/3387906.3388625openalex-snapshot
Towards microservice smells detection
inferredcites →https://doi.org/10.1145/3422392.3422507openalex-snapshot
InSet
inferredcites →https://doi.org/10.1145/3540250openalex-snapshot
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
inferredcites →https://doi.org/10.1145/566493.566495openalex-snapshot
Principles of survey research part 2
inferredcites →https://doi.org/10.21236/ada621415openalex-snapshot
Hotspot Patterns: The Formal Definition and Automatic Detection of Architecture Smells
inferredcites →https://doi.org/10.2307/3150774openalex-snapshot
Focus Groups and the Nature of Qualitative Marketing Research
inferredcites →https://doi.org/10.4135/9781412984287openalex-snapshot
Focus Groups as Qualitative Research

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/smr.2670openalex-snapshot
Towards a security‐optimized approach for the microservice‐oriented decomposition
inferred← citeshttps://doi.org/10.1002/spe.3272openalex-snapshot
DOMICO: Checking conformance between domain models and implementations
inferred← citeshttps://doi.org/10.1002/spe.3404openalex-snapshot
ASRMG : Business Topic Clustering‐Based Architecture Smell Refactoring for Microservices Granularity
inferred← citeshttps://doi.org/10.1002/spe.3431openalex-snapshot
An Empirical Analysis of Approach‐Based Metrics Model for Architectural Erosion Detection
inferred← citeshttps://doi.org/10.1002/spe.70053openalex-snapshot
Catalog, Impact, and Evaluation of Microservice Bad Smells: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1007/978-3-032-12089-2_18openalex-snapshot
Temporal Evolution of Architectural Complexity and Technical Debt in Microservices: An Exploratory Case Study
inferred← citeshttps://doi.org/10.1016/j.jss.2023.111670openalex-snapshot
On measuring coupling between microservices
inferred← citeshttps://doi.org/10.1016/j.jss.2024.112301openalex-snapshot
Evolution of code technical debt in microservices architectures
inferred← citeshttps://doi.org/10.1109/access.2025.3570658openalex-snapshot
Microservices Evolution Factors: A Multivocal Literature Review
inferred← citeshttps://doi.org/10.1109/tse.2024.3385835openalex-snapshot
Domain-Driven Design for Microservices: An Evidence-Based Investigation
inferred← citeshttps://doi.org/10.1109/tse.2024.3523487openalex-snapshot
Refactoring Microservices to Microservices in Support of Evolutionary Design
inferred← citeshttps://doi.org/10.1145/3593434.3593442openalex-snapshot
Impact of Architectural Smells on Software Performance: an Exploratory Study
inferred← citeshttps://doi.org/10.1145/3644384openalex-snapshot
Proceedings of the 7th ACM/IEEE International Conference on Technical Debt
inferred← citeshttps://doi.org/10.1365/s40702-024-01112-0openalex-snapshot
Wie technologische Faktoren Ambidextrie in Software-Projekten beeinflussen
inferred← citeshttps://doi.org/10.3390/app15105622openalex-snapshot
Advantages and Limitations of Measurement Methods for Assessing Odour Nuisance in Air—A Comparative Review
inferred← citeshttps://doi.org/10.3390/electronics15122682openalex-snapshot
ArchJIT: Just-in-Time Warning of Architecture Smells via Incremental Dependency Graph Evolution and Learning-Based Prioritization
inferred← citeshttps://doi.org/10.5753/sbcars.2025.14576openalex-snapshot
Dynamic Analysis for Detecting Microservices Antipatterns
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