Tracing Distribution Shifts with Causal System Maps
Fuente:
arXiv
Saved in:
| Main Authors: | Leest, Joran, Gerostathopoulos, Ilias, Lago, Patricia, Raibulet, Claudia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Tea Leaves to System Maps: A Survey and Framework on Context-aware Machine Learning Monitoring
by: Leest, Joran, et al.
Published: (2025)
by: Leest, Joran, et al.
Published: (2025)
Monitoring and Observability of Machine Learning Systems: Current Practices and Gaps
by: Leest, Joran, et al.
Published: (2025)
by: Leest, Joran, et al.
Published: (2025)
Expert-Driven Monitoring of Operational ML Models
by: Leest, Joran, et al.
Published: (2024)
by: Leest, Joran, et al.
Published: (2024)
An Analysis of MLOps Architectures: A Systematic Mapping Study
by: Najafabadi, Faezeh Amou, et al.
Published: (2024)
by: Najafabadi, Faezeh Amou, et al.
Published: (2024)
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection
by: Omar, Rafiullah, et al.
Published: (2024)
by: Omar, Rafiullah, et al.
Published: (2024)
A Systematic Review of MLOps Tools: Tool Adoption, Lifecycle Coverage, and Critical Insights
by: Micallef, Zakkarija, et al.
Published: (2026)
by: Micallef, Zakkarija, et al.
Published: (2026)
How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration
by: Parida, Shreyas Kumar, et al.
Published: (2025)
by: Parida, Shreyas Kumar, et al.
Published: (2025)
Towards Continuous Experiment-driven MLOps
by: Rajenthiram, Keerthiga, et al.
Published: (2025)
by: Rajenthiram, Keerthiga, et al.
Published: (2025)
Towards an Architectural Perspective for Sustainability: Bundle the Needs from Industry
by: Funke, Markus, et al.
Published: (2025)
by: Funke, Markus, et al.
Published: (2025)
Ten Years of Software Engineering in Society
by: Fatima, Iffat, et al.
Published: (2025)
by: Fatima, Iffat, et al.
Published: (2025)
Injecting Sustainability in Software Architecture: A Rapid Review
by: Funke, Markus, et al.
Published: (2025)
by: Funke, Markus, et al.
Published: (2025)
Toward an Architectural Blueprint to Observe Sustainability in and by Software Systems
by: Toczé, Klervie, et al.
Published: (2026)
by: Toczé, Klervie, et al.
Published: (2026)
Unravelling Organisational Rule Systems in Requirements Engineering
by: Lindeberg, Jöran, et al.
Published: (2024)
by: Lindeberg, Jöran, et al.
Published: (2024)
Tracezip: Efficient Distributed Tracing via Trace Compression
by: Chen, Zhuangbin, et al.
Published: (2025)
by: Chen, Zhuangbin, et al.
Published: (2025)
ICSE 2023 Sustainability Report
by: Lago, Patricia, et al.
Published: (2026)
by: Lago, Patricia, et al.
Published: (2026)
Fairness-First Design Thinking for Software Architecture
by: Fatima, Iffat, et al.
Published: (2026)
by: Fatima, Iffat, et al.
Published: (2026)
Designing Value-Based Platforms: Architectural Strategies Derived from the Digital Markets Act
by: Stiehle, Fabian, et al.
Published: (2026)
by: Stiehle, Fabian, et al.
Published: (2026)
Trace Sampling 2.0: Code Knowledge Enhanced Span-level Sampling for Distributed Tracing
by: Wu, Yulun, et al.
Published: (2025)
by: Wu, Yulun, et al.
Published: (2025)
DynaCausal: Dynamic Causality-Aware Root Cause Analysis for Distributed Microservices
by: Zhang, Songhan, et al.
Published: (2025)
by: Zhang, Songhan, et al.
Published: (2025)
Using Sustainability Impact Scores for Software Architecture Evaluation
by: Fatima, Iffat, et al.
Published: (2025)
by: Fatima, Iffat, et al.
Published: (2025)
Balancing Progress and Responsibility: A Synthesis of Sustainability Trade-Offs of AI-Based Systems
by: Kumar, Apoorva Nalini Pradeep, et al.
Published: (2024)
by: Kumar, Apoorva Nalini Pradeep, et al.
Published: (2024)
AgentTrace: Causal Graph Tracing for Root Cause Analysis in Deployed Multi-Agent Systems
by: Wang, Zhaohui Geoffrey
Published: (2026)
by: Wang, Zhaohui Geoffrey
Published: (2026)
ICSE 2022 Sustainability Report
by: Lago, Patricia, et al.
Published: (2026)
by: Lago, Patricia, et al.
Published: (2026)
The Sustainability Assessment Framework Toolkit: A Decade of Modeling Experience
by: Lago, Patricia, et al.
Published: (2024)
by: Lago, Patricia, et al.
Published: (2024)
Empirical Insights of Test Selection Metrics under Multiple Testing Objectives and Distribution Shifts
by: Zhang, Jingyu, et al.
Published: (2026)
by: Zhang, Jingyu, et al.
Published: (2026)
A Synthesis of Green Architectural Tactics for ML-Enabled Systems
by: Järvenpää, Heli, et al.
Published: (2023)
by: Järvenpää, Heli, et al.
Published: (2023)
Causality-aware Safety Testing for Autonomous Driving Systems
by: Tang, Wenbing, et al.
Published: (2025)
by: Tang, Wenbing, et al.
Published: (2025)
Toward a Brazilian Research Agenda in Quantum Software Engineering: A Systematic Mapping Study
by: Fernandes, Filipe, et al.
Published: (2025)
by: Fernandes, Filipe, et al.
Published: (2025)
MapReplay: Trace-Driven Benchmark Generation for Java HashMap
by: Schiavio, Filippo, et al.
Published: (2026)
by: Schiavio, Filippo, et al.
Published: (2026)
FaaSter Troubleshooting -- Evaluating Distributed Tracing Approaches for Serverless Applications
by: Borges, Maria C., et al.
Published: (2021)
by: Borges, Maria C., et al.
Published: (2021)
Tracing the Lifecycle of Architecture Technical Debt in Software Systems: A Dependency Approach
by: Sutoyo, Edi, et al.
Published: (2025)
by: Sutoyo, Edi, et al.
Published: (2025)
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems
by: Omar, Rafiullah, et al.
Published: (2024)
by: Omar, Rafiullah, et al.
Published: (2024)
Universal Scalability in Declarative Program Analysis (with Choice-Based Combination Pruning)
by: Antoniadis, Anastasios, et al.
Published: (2025)
by: Antoniadis, Anastasios, et al.
Published: (2025)
Validating Traces of Distributed Programs Against TLA+ Specifications
by: Cirstea, Horatiu, et al.
Published: (2024)
by: Cirstea, Horatiu, et al.
Published: (2024)
An Empirical Study on the Performance and Energy Usage of Compiled Python Code
by: Stoico, Vincenzo, et al.
Published: (2025)
by: Stoico, Vincenzo, et al.
Published: (2025)
Identifying architectural design decisions for achieving green ML serving
by: Durán, Francisco, et al.
Published: (2024)
by: Durán, Francisco, et al.
Published: (2024)
RADICE: Causal Graph Based Root Cause Analysis for System Performance Diagnostic
by: Tonon, Andrea, et al.
Published: (2025)
by: Tonon, Andrea, et al.
Published: (2025)
Risk Scenario Generation for Autonomous Driving Systems based on Causal Bayesian Networks
by: Zhao, Jiangnan, et al.
Published: (2024)
by: Zhao, Jiangnan, et al.
Published: (2024)
TraceMesh: Scalable and Streaming Sampling for Distributed Traces
by: Chen, Zhuangbin, et al.
Published: (2024)
by: Chen, Zhuangbin, et al.
Published: (2024)
A Systematic Mapping Study on the Debugging of Autonomous Driving Systems
by: Shaw, Nathan, et al.
Published: (2026)
by: Shaw, Nathan, et al.
Published: (2026)
Similar Items
-
From Tea Leaves to System Maps: A Survey and Framework on Context-aware Machine Learning Monitoring
by: Leest, Joran, et al.
Published: (2025) -
Monitoring and Observability of Machine Learning Systems: Current Practices and Gaps
by: Leest, Joran, et al.
Published: (2025) -
Expert-Driven Monitoring of Operational ML Models
by: Leest, Joran, et al.
Published: (2024) -
An Analysis of MLOps Architectures: A Systematic Mapping Study
by: Najafabadi, Faezeh Amou, et al.
Published: (2024) -
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection
by: Omar, Rafiullah, et al.
Published: (2024)