Stefan Forsström

Publications

Articles in journals
Chapters in books
Conference papers
Doctoral theses, comprehensive summaries
Licentiate theses, comprehensive summaries
Other
Reports

Articles in journals

Lindén, J. , Wang, X. , Forsström, S. & Zhang, T. (2020). Productify news article classification model with Sagemaker. Advances in Science, Technology and Engineering Systems, vol. 5: 2, pp. 13-18.    

Lavassani, M. , Forsström, S. , Jennehag, U. & Zhang, T. (2018). Combining Fog Computing with Sensor Mote Machine Learning for Industrial IoT. Sensors, vol. 18: 5    

Cai, Z. , Chang, R. N. , Forsström, S. , Kos, A. & Wang, C. (2018). Privacy in the Internet of Things. Wireless Communications & Mobile Computing, vol. 2018    

Jennehag, U. , Forsström, S. & Fiordigigli, F. V. (2016). Low delay video streaming on the internet of things using raspberry Pi. Electronics, vol. 5: 3    

Forsström, S. & Kanter, T. (2014). Continuously Changing Information on a Global Scale and its Impact for the Internet-of-Things. Mobile Networks and Applications, vol. 19: 1, pp. 33-44.    

Forsström, S. & Kanter, T. (2014). Enabling Ubiquitous Sensor-Assisted Applications on the Internet-of-Things. Personal and Ubiquitous Computing, vol. 18: 4, pp. 977-986.    

Kardeby, V. , Forsström, S. , Österberg, P. & Jennehag, U. (2014). Fully Distributed Ubiquitous Information Sharing on a Global Scale for the Internet-of-Things. International Journal on Advances in Telecommunications, vol. 7: 3 & 4, pp. 69-81.    

Chapters in books

Harjula, E. , Artemenko, A. & Forsström, S. (2021). Edge Computing for Industrial IoT : Challenges and Solutions. In Wireless Networks and Industrial IoT : Applications, Challenges and Enablers. Cham : Springer. pp. 225-240.  

Kanter, T. , Forsström, S. , Kardeby, V. , Walters, J. , Österberg, P. & Pettersson, S. (2010). Ubiquitous Mobile Awareness from Sensor Networks. In Enabling Context-Aware Web Services : Methods, Architectures, and Technologies. CRC Press. pp. 449-468.  

Conference papers

Forsström, S. & Yuhang, Y. (2024). A Testbed for Evaluating Task Offloading Algorithms in Edge-Fog-Cloud V2I Scenarios. Paper presented at the 19th Swedish National Computer Networking and Cloud Computing Workshop (SNCNW 2024), Linköping University, Linköping, June 11-12, 2024  

Ericson, A. , Forsström, S. & Thar, K. (2024). IIoT Intrusion Detection using Lightweight Deep Learning Models on Edge Devices. In 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS).  

Forsström, S. & Eriksson, M. (2023). En studentcentrerad fördjupningskurs som startskott på ett livslångt lärande för civilingenjörsstudenter. In Bidrag från den 9:e utvecklingskonferensen för Sveriges ingenjörsutbildningar.. pp. 342--347.  

Forsström, S. & Lindqvist, H. (2023). Evaluating Scalable Work Distribution Using IoT Devices in Fog Computing Scenarios. In 2023 IEEE 9th World Forum on Internet of Things (WF-IoT).  

Forsström, S. , Forsberg, M. , O'Nils, M. , Sidén, J. , Österberg, P. & Engberg, B. A. (2023). Specialanpassade kurser för yrkesverksamma ingenjörer : Erfarenheter och upplevelser. In Bidrag från den 9:e utvecklingskonferensen för Sveriges ingenjörsutbildningar.. pp. 348--353.  

Forsström, S. (2022). An education model for customized and flexible networked learning courses for working engineers. In Proceedings for the Thirteenth International Conference on Networked Learning 2022.  

Forsström, S. , Hans, L. & Andersson, V. (2022). An Implemented Network Testbed for Evaluating IoT Cloud/Fog/Mist Scenarios. Paper presented at the Swedish National Computer Networking Workshop, Stockholm, Sweden, June 16-17, 2022.    

Fält, M. , Forsström, S. , He, Q. & Zhang, T. (2022). Learning-Based Anomaly Detection Using Log Files with Sequential Relationships. In 6th International Conference on System Reliability and Science, Venice, Italy, 23-25 Nov. 2022.. pp. 337--342.  

Forsström, S. & Beltramelli, L. (2021). Anpassad vidareutbildning för yrkesverksamma ingenjörer och stödja ett livslångt lärande. In 8:e Utvecklingskonferensen för Sveriges ingenjörsutbildningar.

Forsström, S. , Danielski, I. , Zhang, T. & Jennehag, U. (2021). Collecting Indoor Environmental Sensor Values for Machine Learning Based Smart Building Control. In 2020 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS).. pp. 37--43.  

Fält, M. , Forsström, S. & Zhang, T. (2021). Machine Learning Based Anomaly Detection of Log Files Using Ensemble Learning and Self-Attention. In 5th International Conference on System Reliability and Science, Palermo, Italy, 24-26 Nov. 2021.. pp. 209--215.    

Lindén, J. , Zhang, T. , Forsström, S. & Österberg, P. (2021). Multi-language Information Extraction with Text Pattern Recognition. In Computer Science & Information Technology (CS & IT) : Natural Language Computing7^th International Conference on Natural Language Computing (NATL 2021), November 27~28, 2021, London, United Kingdom.. pp. 1--17.  

Forsström, S. , Jennehag, U. & Guan, X. (2020). A Plain Low Threshold IoT Platform for Enabling New IoT Products from SMEs. In 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT.. pp. 390--394.  

Aydogan, E. , Yilmaz, S. , Sen, S. , Butun, I. , Forsström, S. & Gidlund, M. (2019). A Central Intrusion Detection System for RPL-Based Industrial Internet of Things. In 2019 15th IEEE International Workshop on Factory Communication Systems (WFCS).  

Forsström, S. & Jennehag, U. (2019). An Implemented Open Source Blockchain Market for Smart Grids and Microgrids Using Autonomous Agents. In COINS '19 Proceedings of the International Conference on Omni-Layer Intelligent Systems.. pp. 116--121.  

Lindén, J. , Wang, X. , Forsström, S. & Zhang, T. (2019). Bilingual Auto-Categorization Comparison of two LSTM Text Classifiers. In 2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI).  

Forsström, S. , Butun, I. , Eldefrawy, M. , Jennehag, U. & Gidlund, M. (2018). Challenges of Securing the Industrial Internet of Things Value Chain. In 2018 Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2018 - Proceedings.. pp. 218--223.    

Zanni, A. , Forsström, S. , Jennehag, U. & Bellavista, P. (2018). Elastic Provisioning of Internet of Things Services using Fog Computing : an Experience Report. In 2018 6th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud).. pp. 17--22.  

Lindén, J. , Forsström, S. & Zhang, T. (2018). Evaluating Combinations of Classification Algorithms and Paragraph Vectors for News Article Classification. In Proceedings of the 2018 Federated Conference on Computer Science and Information Systems. Warzaw : (Annals of Computer Science and Information Systems). pp. 489--495.  

Qureshi, U. M. , Hancke, G. P. , Gebremichael, T. , Jennehag, U. , Forsström, S. & Gidlund, M. (2018). Survey of Proximity Based Authentication Mechanisms for the Industrial Internet of Things. In IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.. pp. 5246--5251.  

Forsström, S. , Jennehag, U. , Österberg, P. , Kardeby, V. & Lindqvist, J. (2018). Surveying and Identifying the Communication Platforms of the Internet of Things. In 2018 Global Internet of Things Summit (GIoTS).. pp. 121--126.  

Forsström, S. & Jennehag, U. (2017). A Performance and Cost Evaluation of Combining OPC-UAand Microsoft Azure IoT Hub into an Industrial Internet-of-Things System. In GIoTS 2017 - Global Internet of Things Summit, Proceedings.. pp. 327--332.  

Wiss, T. & Forsström, S. (2017). Feasibility and Performance Evaluation of SCTP for the Industrial Internet of Things. In Proceedings IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY. (IEEE Industrial Electronics Society). pp. 6101--6106.  

Wiss, T. & Forsström, S. (2017). Performance Evaluation of Secure CoAP and MQTT Communication on Resource-Constrained Devices. Paper presented at the the 13th Swedish National Computer Networking Workshop, Halmstad, May 29-30, 2017

Forsström, S. , Kardeby, V. , Jennehag, U. & Österberg, P. (2015). A Flexible Sensor and Actuator Gateway for Internet-of-Things Applications. Paper presented at the SNCNW,Karlstad, May 28-29, 2015

Forsström, S. , Kardeby, V. , Österberg, P. & Jennehag, U. (2014). Challenges when Realizing a Fully Distributed Internet-of-Things - How we Created the SensibleThings Platform. In ICDT 2014, The Ninth International Conference on Digital Telecommunications.. pp. 13--18.  

Forsström, S. & Kardeby, V. (2014). Estimating Contextual Situations using Indicators from Smartphone Sensor Values. In Proceedings - 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014.. pp. 243--250.  

Forsström, S. & Kanter, T. (2012). Enabling Continuously Evolving Context Information in Mobile Environments by Utilizing Ubiquitous Sensors. In Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering.. pp. 289--303.  

Forsström, S. , Österberg, P. & Kanter, T. (2012). Evaluating Ubiquitous Sensor Information Sharing on the Internet-of-Things. In Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 : 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012.. pp. 1454--1460.  

Kanter, T. , Forsström, S. , Kardeby, V. , Walters, J. , Jennehag, U. & Österberg, P. (2012). MediaSense – an Internet of Things Platform for Scalable and Decentralized Context Sharing and Control. Paper presented at the ICDT2012

Forsström, S. , Kanter, T. & Johansson, O. (2012). Real-Time Distributed Sensor-Assisted mHealth Applications on the Internet-of-Things. In Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 : 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012.. pp. 1844--1849.  

Forsström, S. , Kanter, T. & Österberg, P. (2012). Ubiquitous Secure Interactions with Intelligent Artifacts on the Internet-of-Things. In Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 : 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012.. pp. 1520--1524.  

Sidén, J. , Skerved, V. , Forsström, S. , Gao, J. , Nilsson, H. , Kanter, T. & Gulliksson, M. (2011). Home Care with NFC Sensors and a Smart Phone. In ACM International Conference Proceeding Series.  

Kardeby, V. , Forsström, S. , Walters, J. , Österberg, P. & Kanter, T. (2011). The MediaSense Framework: Ranking Sensors in a Distributed Architecture. Paper presented at the 2010 Fifth International Conference on Digital Telecommunications, The Updated MediaSense Framework, Athens, Greece, June 13- June 19

Forsström, S. , Kardeby, V. , Walters, J. , Norling, R. & Kanter, T. (2010). Dissemination of Anonymised Context Information by Extending the DCXP Framework. In Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering Volume 32.. pp. 57--66.

Forsström, S. , Kardeby, V. , Walters, J. & Kanter, T. (2010). Location-Based Ubiquitous Context Exchange in Mobile Environments. In Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering Vol 68.. pp. 177--187.

Kanter, T. , Kardeby, V. , Forsström, S. & Walters, J. (2010). Scenarios, Research Issues, and Architecture for Ubiquitous Sensing. In Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering  Vol 68.. pp. 285--297.  

Kardeby, V. , Forsström, S. , Walters, J. , Österberg, P. & Kanter, T. (2010). The updated mediasense framework. In 5th International Conference on Digital Telecommunications, ICDT 2010. Athens, Glyfada : . pp. 48--51.  

Kanter, T. , Pettersson, S. , Forsström, S. , Kardeby, V. , Norling, R. , Walters, J. & Österberg, P. (2009). Distributed Context Support for Ubiquitous Mobile Awareness Services. In 2009 Fourth International ICST Conference on Communications and Networking in China. ChinaCom'09... pp. 869--873.  

Kanter, T. , Österberg, P. , Walters, J. , Kardeby, V. , Forsström, S. & Pettersson, S. (2009). The MediaSense Framework. In Proceedings - 2009 4th International Conference on Digital Telecommunications, ICDT 2009. New York : . pp. 144--147.  

Kanter, T. , Pettersson, S. , Forsström, S. , Kardeby, V. & Österberg, P. (2009). Ubiquitous Mobile Awareness from Sensor Networks. In Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering Volume 12.. pp. 147--150.

Doctoral theses

Forsström, S. (2014). Enabling fully distributed global services on the Internet-of Things. Dis. (Comprehensive summary) Sundsvall : Mid Sweden University, 2014 (Mid Sweden University doctoral thesis : 208)  

Licentiate theses, comprehensive summaries

Forsström, S. (2011). Enabling Adaptive Context Views for Mobile Applications : Negotiating Global and Dynamic Sensor Information. Lic. (Comprehensive summary) Sundsvall : Mittuniversitetet, 2011 (Mid Sweden University licentiate thesis : 58)  

Other

Klareld, A. , Forsström, S. & Engvall, T. (2019). Blockchainteknologi och arkiv : i Nordisk Arkivnyt, nr 1, s. 46-47.  

Reports

Forsström, S. (2019). Blockchain Research Report.