David Hästbacka

72 papers A 1B 3C 15Journal 21Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparing Cloud-Native MLOps Platforms: AWS, Azure, GCP, and Databricks. IEEE Softw. Sergio Moreschini, David Hästbacka, Davide Taibi
2026	J	`jnl`	Self-Organizing Edge Computing Distribution Framework for Visual SLAM. IEEE Robotics Autom. Lett. Jussi Kalliola, Lauri Suomela, Sergio Moreschini, David Hästbacka
2025	C	`conf`	AI Model Cards: State of the Art and Path to Automated Use. WEBIST Ali Mehraj, An Cao, Kari Systä, Tommi Mikkonen, Pyry Kotilainen, David Hästbacka, Niko Mäkitalo
2025	—	`conf`	Choreography at the Edge: A Multivocal Literature Review. SOSE Aminul Didar Islam, Sergio Moreschini, David Hästbacka, Slinger Jansen, Davide Taibi
2025	—	`conf`	Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Performance and Resource Efficiency. ESOCC Diyaz Yakubov, David Hästbacka
2025	J	`jnl`	Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Performance and Resource Efficiency. CoRR Diyaz Yakubov, David Hästbacka
2025	—	`conf`	Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Security, Resilience and Maintainability. ESOCC Diyaz Yakubov, David Hästbacka
2025	J	`jnl`	Comparative Analysis of Lightweight Kubernetes Distributions for Edge Computing: Security, Resilience and Maintainability. CoRR Diyaz Yakubov, David Hästbacka
2025	—	`conf`	Decentralized Research Data Sharing Management Using Blockchain Technology. ADBIS (Short Papers) Otto Hylli, David Hästbacka, Kari Systä
2025	—	`conf`	Edge Containerization: A Multivocal Review of Orchestration and Offloading Strategies. SOSE Muhammad Shahroz Abbas, Karthikeyan Dinesh Kumar, Sergio Moreschini, Anna-Sofia Paavonen, David Hästbacka, Niko Mäkitalo, Davide Taibi
2025	—	`conf`	Extending Federated Data Platforms in the Cloud Continuum for Manufacturing and Intralogistics. IC3K (KEOD/KMIS) Krista Mätäsniemi, Teemu Toroi, David Hästbacka
2025	—	`conf`	Liquid Artificial Intelligence Through IDSA and GAIA-X Integration. FICC (1) Muhammad Waseem, Aakash Ahmad, Niko Mäkitalo, Pyry Kotilainen, David Hästbacka, Krista Mätäsniemi, Kari Systä, Tommi Mikkonen
2025	J	`jnl`	Self-Organizing Edge Computing Distribution Framework for Visual SLAM. CoRR Jussi Kalliola, Lauri Suomela, Sergio Moreschini, David Hästbacka
2025	—	`conf`	Service-oriented Modeling of Mixed-Fleet Systems in SysML v2 in a Harbor Logistics Scenario. MODELS-C Hamza Haoui, Bianca Wiesmayr, David Hästbacka, Kari Systä
2025	J	`jnl`	Towards a Small Language Model Lifecycle Framework. CoRR Parsa Miraghaei, Sergio Moreschini, Antti Kolehmainen, David Hästbacka
2024	B	`conf`	Best Practices for Resource Provisioning Declaration Within the Cognitive Cloud Continuum. SEAA Sergio Moreschini, Michele Albano, David Hästbacka
2024	B	`conf`	Continuous Training vs. Transfer Learning on Edge and Fog Environments: A Steam Detection use Case. SEAA Ari Kukkaro, Sergio Moreschini, David Hästbacka
2024	—	`conf`	Distributed Home Automation with Home Assistant. IoT Anders Peter Aavild, Aleksander Rosenkrantz de Lasson, Christian Moesgaard Andersen, Erik Christensen, Sergio Moreschini, David Hästbacka, Davide Taibi, Michele Albano
2024	J	`jnl`	Edge to cloud tools: A Multivocal Literature Review. J. Syst. Softw. Sergio Moreschini, Elham Younesian, David Hästbacka, Michele Albano, Jiri Hosek, Davide Taibi
2024	J	`jnl`	Initial Insights on MLOps: Perception and Adoption by Practitioners. CoRR Sergio Moreschi, David Hästbacka, Andrea Janes, Valentina Lenarduzzi, Davide Taibi
2024	—	`conf`	Modeling Service Choreographies and Collaborative Tasks for Autonomous Mixed-Fleet Systems. MoDELS (Companion) Bianca Wiesmayr, Alois Zoitl, David Hästbacka
2024	B	`conf`	The Pains and Gains of Microservices Revisited. PROFES Mikko Pirhonen, Kari Systä, David Hästbacka
2023	C	`conf`	Can We Trust the Default Vulnerabilities Severity? SCAM Matteo Esposito, Sergio Moreschini, Valentina Lenarduzzi, David Hästbacka, Davide Falessi
2023	J	`jnl`	Distributed Service Choreography Framework for Interoperability Among Prosumers and Electric Power System. IEEE Access Petri Kannisto, Erdem Gümrükcü, Ferdinanda Ponci, Antonello Monti, Sami Repo, David Hästbacka
2023	J	`jnl`	Edge to Cloud Tools: A Multivocal Literature Review. CoRR Sergio Moreschini, Elham Younesian, David Hästbacka, Michele Albano, Jiri Hosek, Davide Taibi
2023	C	`conf`	Enhancing Collaborative Prototype Development: An Evaluation of the Descriptive Model for Prototyping Process. EJC Janne Harjamäki, Mika Saari, Mikko Nurminen, Petri Rantanen, Jari Soini, David Hästbacka
2023	C	`conf`	External Token-Based Authorization of Data-Driven Integrations and Service Compositions in MQTT 5. IECON David Hästbacka, Minh Tran, Petri Kannisto, Mikael Filppula, Pál Varga
2023	J	`jnl`	Is Alice Really in Wonderland? UWB-Based Proof of Location for UAVs with Hyperledger Fabric Blockchain. CoRR Lei Fu, Paola Torrico Morón, Jorge Peña Queralta, David Hästbacka, Harry Edelman, Tomi Westerlund
2023	—	`conf`	MLOps Pipeline Development: The OSSARA Use Case. RACS Sergio Moreschini, David Hästbacka, Davide Taibi
2023	C	`conf`	Open Data Platform Tools for Energy Service Ecosystem in Urban Superblocks. INDIN Mikael Filppula, Petri Kannisto, David Hästbacka
2023	J	`jnl`	Toward End-to-End MLOps Tools Map: A Preliminary Study based on a Multivocal Literature Review. CoRR Sergio Moreschini, Gilberto Recupito, Valentina Lenarduzzi, Fabio Palomba, David Hästbacka, Davide Taibi
2023	—	`conf`	Unikernels Motivations, Benefits and Issues: A Multivocal Literature Review. eSAAM Nabil El Ioini, Ayoub El Majjodi, David Hästbacka, Tomás Cerný, Davide Taibi
2022	J	`jnl`	Cloud Continuum: The Definition. IEEE Access Sergio Moreschini, Fabiano Pecorelli, Xiaozhou Li, Sonia Naz, David Hästbacka, Davide Taibi
2022	—	`conf`	Cognitive Cloud: The Definition. DCAI (1) Sergio Moreschini, Fabiano Pecorelli, Xiaozhou Li, Sonia Naz, Michele Albano, David Hästbacka, Davide Taibi
2022	C	`conf`	Data Autonomy in Message Brokers in Edge and Cloud for Mobile Machinery: Requirements and Technology Survey. ETFA Petri Kannisto, David Hästbacka
2022	—	`conf`	Digitalized Cross-organizational Interoperability in Industrial Business Ecosystems: Implications and Models for Process Industry. IN4PL Petri Kannisto, David Hästbacka
2022	J	`jnl`	Dynamic Edge and Cloud Service Integration for Industrial IoT and Production Monitoring Applications of Industrial Cyber-Physical Systems. IEEE Trans. Ind. Informatics David Hästbacka, Jari Halme, Laurentiu Barna, Henrikki Hoikka, Henri Pettinen, Martin Larrañaga, Mikael Björkbom, Heikki Mesiä, Antti Jaatinen, Marko Elo
2022	—	`ch.`	Framework and Development Process for IoT Data Gathering. Advances in Intelligent Systems Research and Innovation Mika Saari, Petri Rantanen, Sami Hyrynsalmi, David Hästbacka
2022	C	`conf`	Interoperability of OPC UA PubSub with Existing Message Broker Integration Architectures. IECON David Hästbacka, Petri Kannisto, Antti Kätkytniemi
2022	A	`conf`	MLOps for evolvable AI intensive software systems. SANER Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi
2022	J	`jnl`	Plant-wide interoperability and decoupled, data-driven process control with message bus communication. J. Ind. Inf. Integr. Petri Kannisto, David Hästbacka, Teresa Gutiérrez, Olli Suominen, Matti Vilkko, Peter Craamer
2022	J	`jnl`	Service Orchestration for Object Detection on Edge and Cloud in Dependable Industrial Vehicles. J. Mobile Multimedia Henri Pettinen, David Hästbacka
2022	—	`conf`	Smart Edge Service Update Scheduler: An Industrial Use Case. ICSOC Workshops Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi
2020	J	`jnl`	Correction to: Information Exchange Architecture for Collaborative Industrial Ecosystem. Inf. Syst. Frontiers Petri Kannisto, David Hästbacka, Arto Marttinen
2020	—	`conf`	Evaluating Arrowhead Framework for Dynamic Condition Monitoring Applications and Edge Computing in Mining. ICPS Henrikki Hoikka, Antti Jaatinen, David Hästbacka
2020	J	`jnl`	Information Exchange Architecture for Collaborative Industrial Ecosystem. Inf. Syst. Frontiers Petri Kannisto, David Hästbacka, Arto Marttinen
2020	—	`conf`	Platforms for Serverless at the Edge: A Review. ESOCC Workshops Nabil El Ioini, David Hästbacka, Claus Pahl, Davide Taibi
2020	—	`conf`	Towards Increased Flexibility and Interoperability in Distributed Process Control Applications. ICPS Ahsan Zia, David Hästbacka
2019	—	`conf`	Dynamic and Flexible Data Acquisition and Data Analytics System Software Architecture. IEEE SENSORS David Hästbacka, Antti Jaatinen, Henrikki Hoikka, Jari Halme, Martin Larrañaga, Rupesh More, Heikki Mesiä, Mikael Björkbom, Laurentiu Barna, Henri Pettinen, Marko Elo
2019	C	`conf`	Monitoring of Production Processes and the Condition of the Production Equipment through the Internet. CoDIT Jari Halme, Erkki Jantunen, David Hästbacka, Csaba Hegedüs, Pál Varga, Mikael Björkbom, Heikki Mesiä, Rupesh More, Antti Jaatinen, Laurentiu Barna, Pasi Tuominen, Henri Pettinen, Marko Elo, Martin Larrañaga
2018	C	`conf`	Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control. IECON David Hästbacka, Petri Kannisto, Matti Vilkko
2018	—	`conf`	Information Models and Information Exchange in Plant-wide Monitoring and Control of Industrial Processes. KMIS David Hästbacka, Petri Kannisto, Matti Vilkko
2017	J	`jnl`	System architecture for mastering machine parameter optimisation. Comput. Ind. Petri Kannisto, David Hästbacka, Seppo Kuikka
2016	C	`conf`	Cloud-Based Management of Machine Learning Generated Knowledge for Fleet Data Refinement. IC3K Petri Kannisto, David Hästbacka
2016	C	`conf`	Context modeling with situation rules for industrial maintenance. ETFA Pekka Aarnio, Valeriy Vyatkin, David Hästbacka
2016	—	`conf`	Enabling Centralised Management of Local Sensor Data Refinement in Machine Fleets. KMIS Petri Kannisto, David Hästbacka
2016	C	`conf`	Service-based condition monitoring for cloud-enabled maintenance operations. IECON David Hästbacka, Erkki Jantunen, Mika Karaila, Laurentiu Barna
2016	—	`conf`	Towards semantic self-description of industrial devices and control system interfaces. ICIT David Hästbacka, Alois Zoitl
2015	—	`conf`	Empowering Industrial Maintenance Personnel with Situationally Relevant Information using Semantics and Context Reasoning. KMIS David Hästbacka, Pekka Aarnio, Valeriy Vyatkin, Seppo Kuikka
2014	C	`conf`	Device status information service architecture for condition monitoring using OPC UA. ETFA David Hästbacka, Laurentiu Barna, Mika Karaila, Yiqing Liang, Pasi Tuominen, Seppo Kuikka
2014	—	`conf`	Distributed Knowledge Management Architecture and Rule Based Reasoning for Mobile Machine Operator Performance Assessment. ICEIS (1) Petri Kannisto, David Hästbacka, Lauri Palmroth, Seppo Kuikka
2013	—	`—`	Developing Modern Industrial Control Applications: On lnformation Models, Methods and Processes for Distributed Engineering. David Hästbacka
2013	J	`jnl`	Semantics enhanced engineering and model reasoning for control application development. Multim. Tools Appl. David Hästbacka, Seppo Kuikka
2012	C	`conf`	Facilitating services and engineering process management in distributed engineering of control applications. INDIN David Hästbacka, Seppo Kuikka
2012	—	`conf`	Semantics and Reasoning for Control Application Engineering Models. ICAISC (1) David Hästbacka, Seppo Kuikka
2011	—	`conf`	Bridging UML Profile based Models and OWL Ontologies in Model-driven Development - Industrial Control Application. IVM/FTMDD/RTSOABIS/MSVVEIS David Hästbacka, Seppo Kuikka
2011	—	`conf`	Business Process Modeling and SOA in Industrial O&M Application Development. ICEIS (3) David Hästbacka, Petri Kannisto, Seppo Kuikka
2011	J	`jnl`	Model-driven development of industrial process control applications. J. Syst. Softw. David Hästbacka, Timo Vepsäläinen, Seppo Kuikka
2009	—	`conf`	A Service Oriented Engineering Approach to Enhance the Development of Automation and Control Systems. ICEIS (3) David Hästbacka, Seppo Kuikka
2008	C	`conf`	Tool Support for the UML Automation Profile - For Domain-Specific Software Development in Manufacturing. ICSEA Timo Vepsäläinen, David Hästbacka, Seppo Kuikka
2007	—	`conf`	A core task analysis based work support and training tool for control engineers. IFAC HMS Outi Laitinen, Leena Salo, David Hästbacka, Teemu Tommila, Seppo Kuikka, Paula Savioja, Topi Judén, Ville Valve
2007	—	`conf`	Defining a Work Support and Training Tool for Automation Design Engineers. HCI (13) Paula Savioja, Leena Salo, Outi Laitinen, David Hästbacka, Topi Judén, Ville Valve