David Hästbacka

Engineering · Physical Sciences

13h-index585citations89works0.72yr avg
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Research Topics

Flexible and Reconfigurable Manufacturing Systems(18), IoT and Edge/Fog Computing(16), Business Process Modeling and Analysis(16), Digital Transformation in Industry(16), Service-Oriented Architecture and Web Services(15)

Publications89 total

Supplementary material: A Systematic Mapping of Federated Learning Operations and Features: Architecture, Communication and Aggregation Models
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Service-oriented Modeling of Mixed-Fleet Systems in SysML v2 in a Harbor Logistics Scenario
2025
UAV digital platform for first-response operations, daily transports, and data acquisition
Developments in the Built Environment·2025Open Access
Edge Containerization: A Multivocal Review of Orchestration and Offloading Strategies
2025
Choreography at the Edge: A Multivocal Literature Review
2025
Towards a Small Language Model Lifecycle Framework
arXiv (Cornell University)·2025Open Access
Self-Organizing Edge Computing Distribution Framework for Visual SLAM
arXiv (Cornell University)·2025Open Access
Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Performance and Resource Efficiency
Lecture notes in computer science·2025· 4 citedOpen Access
AI Model Cards: State of the Art and Path to Automated Use
2025Open Access
Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Security, Resilience and Maintainability
Lecture notes in computer science·2025· 4 citedOpen Access
Liquid Artificial Intelligence Through IDSA and GAIA-X Integration
Lecture notes in networks and systems·2025· 1 cited
The Pains and Gains of Microservices Revisited
Lecture notes in computer science·2024
Distributed Home Automation with Home Assistant
2024· 2 citedOpen Access
Modeling Service Choreographies and Collaborative Tasks for Autonomous Mixed-Fleet Systems
2024· 2 citedOpen Access
Best Practices for Resource Provisioning Declaration Within the Cognitive Cloud Continuum
2024Open Access
Continuous Training vs. Transfer Learning on Edge and Fog Environments: A Steam Detection use Case
2024
Initial Insights on MLOps: Perception and Adoption by Practitioners
arXiv (Cornell University)·2024Open Access
Enhancing Collaborative Prototype Development: An Evaluation of the Descriptive Model for Prototyping Process
Frontiers in artificial intelligence and applications·2024Open Access
Edge to cloud tools: A Multivocal Literature Review
Journal of Systems and Software·2023· 4 citedOpen Access
Unikernels Motivations, Benefits and Issues: A Multivocal Literature Review
2023· 7 citedOpen Access
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Frequent Co-authors

Petri Kannisto(17), Seppo Kuikka(11), Davide Taibi(9), Sergio Moreschini(7), Matti Vilkko(6), Laurentiu Barna(5), Henri Pettinen(4), Jari Halme(3), Martin Larrañaga(3), Mikael Björkbom(3), Heikki Mesia(3), A. Jaatinen(3), Marko Elo(3), Sami Repo(3), Michele Albano(3), Timo Vepsäläinen(2), Fabiano Pecorelli(2), Sonia Naz(2), Henrikki Hoikka(2), Mika Karaila(2)