Microservice Architecture Patterns for Scalable Machine Learning Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Karanam, Sowjanya, Bhargav, Jayanth |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Architectural Anti-Patterns in Student-Developed Microservice Architectures: An Exploratory Study
by: Fasolino, Anna Rita, et al.
Published: (2026)
by: Fasolino, Anna Rita, et al.
Published: (2026)
Gamifying Architectural Governance to Reduce Organizational Coupling in Microservice Systems
by: Li, Xiaozhou
Published: (2026)
by: Li, Xiaozhou
Published: (2026)
A Systematic Literature Review of Machine Learning Approaches for Migrating Monolithic Systems to Microservices
by: Trabelsi, Imen, et al.
Published: (2025)
by: Trabelsi, Imen, et al.
Published: (2025)
Towards Deep Learning Enabled Cybersecurity Risk Assessment for Microservice Architectures
by: Abdulsatar, Majid, et al.
Published: (2024)
by: Abdulsatar, Majid, et al.
Published: (2024)
Towards an Architecture-centric Methodology for Migrating to Microservices
by: Fritzsch, Jonas, et al.
Published: (2022)
by: Fritzsch, Jonas, et al.
Published: (2022)
Insights on Microservice Architecture Through the Eyes of Industry Practitioners
by: Nogueira, Vinicius L., et al.
Published: (2024)
by: Nogueira, Vinicius L., et al.
Published: (2024)
Distributed Architecture Reconstruction of Polyglot and Multi-Repository Microservice Projects
by: Manglaras, Oscar, et al.
Published: (2026)
by: Manglaras, Oscar, et al.
Published: (2026)
Comparison of Static Analysis Architecture Recovery Tools for Microservice Applications
by: Schneider, Simon, et al.
Published: (2024)
by: Schneider, Simon, et al.
Published: (2024)
Comparison of Static Analysis Architecture Recovery Tools for Microservice Applications
by: Schneider, Simon, et al.
Published: (2024)
by: Schneider, Simon, et al.
Published: (2024)
Semantic Dependency in Microservice Architecture: A Framework for Definition and Detection
by: Abdelfattah, Amr S., et al.
Published: (2025)
by: Abdelfattah, Amr S., et al.
Published: (2025)
Blockchain-Based Trust and Transparency in Airline Reservation Systems using Microservices Architecture
by: Barua, Biman, et al.
Published: (2024)
by: Barua, Biman, et al.
Published: (2024)
Architectural Tactics to Improve the Environmental Sustainability of Microservices: A Rapid Review
by: Xiao, Xingwen
Published: (2024)
by: Xiao, Xingwen
Published: (2024)
An Empirical Study on Challenges of Event Management in Microservice Architectures
by: Laigner, Rodrigo, et al.
Published: (2024)
by: Laigner, Rodrigo, et al.
Published: (2024)
How Do Microservice API Patterns Impact Understandability? A Controlled Experiment
by: Bogner, Justus, et al.
Published: (2024)
by: Bogner, Justus, et al.
Published: (2024)
A Feature Dataset of Microservices-based Systems
by: Yang, Weipan, et al.
Published: (2024)
by: Yang, Weipan, et al.
Published: (2024)
ModARO: A Modular Approach to Architecture Reconstruction of Distributed Microservice Codebases
by: Manglaras, Oscar, et al.
Published: (2026)
by: Manglaras, Oscar, et al.
Published: (2026)
Temporal Network Analysis of Microservice Architectural Degradation
by: Bakhtin, Alexander
Published: (2025)
by: Bakhtin, Alexander
Published: (2025)
Software Design Pattern Model and Data Structure Algorithm Abilities on Microservices Architecture Design in High-tech Enterprises
by: Cui, Jun
Published: (2024)
by: Cui, Jun
Published: (2024)
On the Effectiveness of Microservices Tactics and Patterns to Reduce Energy Consumption: An Experimental Study on Trade-Offs
by: Xiao, Xingwen, et al.
Published: (2025)
by: Xiao, Xingwen, et al.
Published: (2025)
Can an LLM Detect Instances of Microservice Infrastructure Patterns?
by: Duarte, Carlos Eduardo, et al.
Published: (2026)
by: Duarte, Carlos Eduardo, et al.
Published: (2026)
Multi-Agent Systems for Root Cause Analysis in Microservices
by: Naakka, Alexander, et al.
Published: (2026)
by: Naakka, Alexander, et al.
Published: (2026)
Benchmarking Data Management Systems for Microservices
by: Laigner, Rodrigo, et al.
Published: (2024)
by: Laigner, Rodrigo, et al.
Published: (2024)
Structural Coupling for Microservices
by: Panichella, Sebastiano, et al.
Published: (2021)
by: Panichella, Sebastiano, et al.
Published: (2021)
The Microservice Dependency Matrix
by: Abdelfattah, Amr S., et al.
Published: (2023)
by: Abdelfattah, Amr S., et al.
Published: (2023)
Trials and Tribulations of Developing Hybrid Quantum-Classical Microservices Systems
by: Rojo, Javier, et al.
Published: (2021)
by: Rojo, Javier, et al.
Published: (2021)
TrioXpert: An Automated Incident Management Framework for Microservice System
by: Sun, Yongqian, et al.
Published: (2025)
by: Sun, Yongqian, et al.
Published: (2025)
Understanding the Issues, Their Causes and Solutions in Microservices Systems: An Empirical Study
by: Waseem, Muhammad, et al.
Published: (2023)
by: Waseem, Muhammad, et al.
Published: (2023)
Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis
by: Zhang, Shenglin, et al.
Published: (2024)
by: Zhang, Shenglin, et al.
Published: (2024)
An Empirical Study on How Architectural Topology Affects Microservice Performance and Energy Usage
by: Ristova, Irena, et al.
Published: (2026)
by: Ristova, Irena, et al.
Published: (2026)
Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ?
by: Wang, Runzhou, et al.
Published: (2026)
by: Wang, Runzhou, et al.
Published: (2026)
Quantum Microservices Development and Deployment
by: Moguel, Enrique, et al.
Published: (2023)
by: Moguel, Enrique, et al.
Published: (2023)
The Technical Debt Gamble: A Case Study on Technical Debt in a Large-Scale Industrial Microservice Architecture
by: Borowa, Klara, et al.
Published: (2025)
by: Borowa, Klara, et al.
Published: (2025)
Decision Models for Selecting Architecture Patterns and Strategies in Quantum Software Systems
by: Aktar, Mst Shamima, et al.
Published: (2025)
by: Aktar, Mst Shamima, et al.
Published: (2025)
RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
by: Pham, Luan, et al.
Published: (2024)
by: Pham, Luan, et al.
Published: (2024)
Fuzzing Microservices in Face of Intrinsic Uncertainties
by: Zhang, Man, et al.
Published: (2026)
by: Zhang, Man, et al.
Published: (2026)
VAMP: Visual Analytics for Microservices Performance
by: Traini, Luca, et al.
Published: (2024)
by: Traini, Luca, et al.
Published: (2024)
AnoMod: A Dataset for Anomaly Detection and Root Cause Analysis in Microservice Systems
by: Ping, Ke, et al.
Published: (2026)
by: Ping, Ke, et al.
Published: (2026)
MicroHECL: High-Efficient Root Cause Localization in Large-Scale Microservice Systems
by: Liu, Dewei, et al.
Published: (2021)
by: Liu, Dewei, et al.
Published: (2021)
Fuzzing Microservices: A Series of User Studies in Industry on Industrial Systems with EvoMaster
by: Zhang, Man, et al.
Published: (2022)
by: Zhang, Man, et al.
Published: (2022)
Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We?
by: Pham, Luan, et al.
Published: (2024)
by: Pham, Luan, et al.
Published: (2024)
Similar Items
-
Architectural Anti-Patterns in Student-Developed Microservice Architectures: An Exploratory Study
by: Fasolino, Anna Rita, et al.
Published: (2026) -
Gamifying Architectural Governance to Reduce Organizational Coupling in Microservice Systems
by: Li, Xiaozhou
Published: (2026) -
A Systematic Literature Review of Machine Learning Approaches for Migrating Monolithic Systems to Microservices
by: Trabelsi, Imen, et al.
Published: (2025) -
Towards Deep Learning Enabled Cybersecurity Risk Assessment for Microservice Architectures
by: Abdulsatar, Majid, et al.
Published: (2024) -
Towards an Architecture-centric Methodology for Migrating to Microservices
by: Fritzsch, Jonas, et al.
Published: (2022)