Publications — Stamatis Karnouskos

S. Karnouskos, “Fingerprinting IP-Connected Devices Using Machine Learning and Deep Learning Models,” IEEE Open Journal of the Industrial Electronics Society, 2026. [ DOI ]

K. Cao, M. Chen, S. Karnouskos, and S. Hu, “Reliability-Aware Personalized Deployment of Approximate Computation IoT Applications in Serverless Mobile Edge Computing,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 2, pp. 430–443, Feb. 2025. [ DOI ]

L. Dunai, I. S. Verdú, A. Tisan, H. Guzmán-Miranda, V. Huang, C.-J. A. Chen, D. De Silva, S. Karnouskos, D. Chugo, and V. Vyatkin, “WalkIES robotic walker and brief description of standard and robotic walkers,” in IECON 2024 - 50^th Annual Conference of the IEEE Industrial Electronics Society. IEEE, Nov. 2024, pp. 1–5. [ DOI ]

S. Karnouskos, “The Relevance of Large Language Models for Project Management,” IEEE Open Journal of the Industrial Electronics Society, vol. 5, pp. 758–768, 2024. [ DOI ]

K. Zhang, Y. Shi, S. Karnouskos, T. Sauter, H. Fang, and A. W. Colombo, “Advancements in Industrial Cyber-Physical Systems: An Overview and Perspectives,” IEEE Transactions on Industrial Informatics, vol. 19, no. 1, pp. 716–729, Jan. 2023. [ DOI ]

P. Leitão, S. Karnouskos, T. I. Strasser, X. Jia, J. Lee, and A. W. Colombo, “Alignment of the IEEE Industrial Agents Recommended Practice Standard With the Reference Architectures RAMI4.0, IIRA, and SGAM,” IEEE Open Journal of the Industrial Electronics Society, vol. 4, pp. 98–111, 2023. [ DOI ]

Y. Shi, S. Karnouskos, T. Sauter, and H. Fang, “Guest Editorial: New Advancements in Industrial Cyber-Physical Systems,” IEEE Transactions on Industrial Informatics, vol. 19, no. 1, pp. 712–715, Jan. 2023. [ DOI ]

D. Burnett, N. El-Haber, D. Alahakoon, S. Karnouskos, and D. D. Silva, “Advancing an Artificial Intelligence Ethics Framework for Operator 4.0 in Sustainable Factory Automation,” in Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. Springer International Publishing, Jun. 2022, pp. 363–375. [ DOI ]

P. Leitao and S. Karnouskos, “The emergence of ethics engineering in Industrial Cyber-Physical Systems,” in 2022 IEEE 5^th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE, May 2022, pp. 1–6. [ DOI ]

P. Leitão, S. Karnouskos, and A. W. Colombo, “Industrial Agents: From the Holonic Paradigm to Industrial Cyber-Physical Systems,” in Digitalization and Control of Industrial Cyber-Physical Systems, O. Cardin, W. Derigent, and D. Trentesaux, Eds. Wiley, May 2022, pp. 117–134. [ DOI ]

J. She, H. Guzman-Miranda, V. Huang, A. C. Chen, S. Karnouskos, L. Dunai, C. Ma, A. Tisan, and S. Yokota, “A Cross-Disciplinary Outlook of Directions and Challenges in Industrial Electronics,” IEEE Open Journal of the Industrial Electronics Society, vol. 3, pp. 375–391, 2022. [ DOI ]

S. Karnouskos, A. W. Colombo, P. Leitao, and L. Ribeiro, “Guest Editorial Industrial Agents: Concepts, Technologies, and Applications,” IEEE Journal of Emerging and Selected Topics in Industrial Electronics, vol. 3, no. 1, pp. 2–4, Jan. 2022. [ DOI ]

K. Cao, S. Hu, Y. Shi, A. Colombo, S. Karnouskos, and X. Li, “A Survey on Edge and Edge-Cloud Computing Assisted Cyber-Physical Systems,” IEEE Transactions on Industrial Informatics, vol. 17, no. 11, pp. 7806–7819, Nov. 2021. [ DOI ]

S. Hu, Y. Shi, A. Colombo, S. Karnouskos, and X. Li, “Guest Editorial: Cloud-Edge Computing for Cyber-Physical Systems and Internet of Things,” IEEE Transactions on Industrial Informatics, vol. 17, no. 11, pp. 7802–7805, Nov. 2021. [ DOI ]

J. She, H. Guzman-Miranda, V. Huang, A. C. Chen, S. Karnouskos, L. Dunai, A. Tisan, and S. Yokota, “A Cross-Disciplinary View of Industrial Electronics: Change, Chance, and Challenge,” in IECON 2021 47^th Annual Conference of the IEEE Industrial Electronics Society. IEEE, Oct. 2021. [ DOI ]

A. W. Colombo, S. Karnouskos, and C. Hanisch, “Engineering human-focused Industrial Cyber-Physical Systems in Industry 4.0 context,” Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 379, no. 2207, p. 20200366, Aug. 2021. [ DOI ]

G. Fortino, M. Zhou, M. M. Hassan, M. Pathan, and S. Karnouskos, “Pushing Artificial Intelligence to the Edge: Emerging trends, issues and challenges,” Engineering Applications of Artificial Intelligence, vol. 103, p. 104298, Aug. 2021. [ DOI ]

S. Karnouskos, “Symbiosis with Artificial Intelligence via the prism of law, robots, and society,” Artificial Intelligence and Law, vol. 30, no. 1, pp. 93–115, May 2021. [ DOI ]

A. W. Colombo, S. Karnouskos, X. Yu, O. Kaynak, R. C. Luo, Y. Shi, P. Leitao, L. Ribeiro, and J. Haase, “A 70-Year Industrial Electronics Society Evolution Through Industrial Revolutions: The Rise and Flourishing of Information and Communication Technologies,” IEEE Industrial Electronics Magazine, vol. 15, no. 1, pp. 115–126, Mar. 2021. [ DOI ]

D. Trentesaux and S. Karnouskos, “Engineering ethical behaviors in autonomous industrial cyber-physical human systems,” Cognition, Technology & Work, vol. 24, no. 1, pp. 113–126, Mar. 2021. [ DOI ]

P. Leitao, T. I. Strasser, S. Karnouskos, L. Ribeiro, J. Barbosa, and V. Huang, “Recommendation of Best Practices for Industrial Agent Systems based on the IEEE 2660.1 Standard,” in 2021 22^nd IEEE International Conference on Industrial Technology (ICIT). IEEE, Mar. 2021. [ DOI ]

S. Karnouskos, “Blockchain for Development in the Era of the COVID-19 Pandemic,” IEEE Open Journal of the Industrial Electronics Society, vol. 2, pp. 556–567, 2021. [ DOI ]

S. Karnouskos, P. Leitao, L. Ribeiro, and A. W. Colombo, “Industrial Agents as a Key Enabler for Realizing Industrial Cyber-Physical Systems: Multiagent Systems Entering Industry 4.0,” IEEE Industrial Electronics Magazine, vol. 14, no. 3, pp. 18–32, Sep. 2020. [ DOI ]

S. Karnouskos, “Artificial Intelligence in Digital Media: The Era of Deepfakes,” IEEE Transactions on Technology and Society, vol. 1, no. 3, pp. 138–147, Sep. 2020. [ DOI ]

S. Karnouskos, “The role of utilitarianism, self-safety, and technology in the acceptance of self-driving cars,” Cognition, Technology & Work, vol. 23, no. 4, pp. 659–667, Sep. 2020. [ DOI ]

S. Karnouskos, “Self-Driving Car Acceptance and the Role of Ethics,” IEEE Transactions on Engineering Management, vol. 67, no. 2, pp. 252–265, May 2020. [ DOI ]

P. Leitao, F. Pires, S. Karnouskos, and A. W. Colombo, “Quo Vadis Industry 4.0? Position, Trends, and Challenges,” IEEE Open Journal of the Industrial Electronics Society, vol. 1, pp. 298–310, 2020. [ DOI ]

J. Fuchs, J. Schmidt, J. Franke, K. Rehman, M. Sauer, and S. Karnouskos, “I4.0-compliant integration of assets utilizing the Asset Administration Shell,” in 2019 24^th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE, Sep. 2019. [ DOI ]

D. Trentesaux and S. Karnouskos, “Ethical Behaviour Aspects of Autonomous Intelligent Cyber-Physical Systems,” in Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future. Springer International Publishing, Aug. 2019, pp. 55–71. [ DOI ]

L. Mottola, G. P. Picco, F. J. Opperman, J. Eriksson, N. Finne, H. Fuchs, A. Gaglione, S. Karnouskos, P. Montero, N. Oertel, K. Römer, P. Spiess, S. Tranquillini, and T. Voigt, “makeSense: Simplifying the Integration of Wireless Sensor Networks into Business Processes,” IEEE Transactions on Software Engineering, vol. 45, no. 6, pp. 576–596, Jun. 2019. [ DOI ]

S. Karnouskos, L. Ribeiro, P. Leitão, A. Lüder, and B. Vogel-Heuser, “Key Directions for Industrial Agent Based Cyber-Physical Production Systems,” in 2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS). IEEE, May 2019. [ DOI ]

K. Rehman, O. Kipouridis, S. Karnouskos, O. Frendo, H. Dickel, J. Lipps, and N. Verzano, “A Cloud-based Development Environment using HLA and Kubernetes for the Co-simulation of a Corporate Electric Vehicle Fleet,” in 2019 IEEE/SICE International Symposium on System Integration (SII). IEEE, Jan. 2019. [ DOI ]

V. Tsiatsis, S. Karnouskos, J. Höller, D. Boyle, and C. Mulligan, Internet of Things: Technologies and Applications for a New Age of Intelligence. Elsevier Academic Press, Nov. 2018. [ URL ]

P. Leitão, S. Karnouskos, L. Ribeiro, P. Moutis, J. Barbosa, and T. Strasser, “Integration Patterns for Interfacing Software Agents with Industrial Automation Systems,” in IECON 2018 - 44^th Annual Conference of the IEEE Industrial Electronics Society. IEEE, Oct. 2018. [ DOI ]

S. Karnouskos, R. Sinha, P. Leitão, L. Ribeiro, and T. Strasser, “The Applicability of ISO/IEC 25023 Measures to the Integration of Agents and Automation Systems,” in IECON 2018 - 44^th Annual Conference of the IEEE Industrial Electronics Society. IEEE, Oct. 2018. [ DOI ]

L. Ribeiro, S. Karnouskos, P. Leitão, J. Barbosa, and M. Hochwallner, “Performance Assessment Of The Integration Between Industrial Agents And Low-Level Automation Functions,” in 2018 IEEE 16^th International Conference on Industrial Informatics (INDIN). IEEE, Jul. 2018. [ DOI ]

S. Karnouskos, R. Sinha, P. Leitão, L. Ribeiro, and T. Strasser, “Assessing the Integration of Software Agents and Industrial Automation Systems with ISO/IEC 25010,” in 2018 IEEE 16^th International Conference on Industrial Informatics (INDIN). IEEE, Jul. 2018. [ DOI ]

O. Frendo, S. Karnouskos, N. Gaertner, O. Kipouridis, K. Rehman, and N. Verzano, “Charging Strategies and Implications for Corporate Electric Vehicle Fleets,” in 2018 IEEE 16^th International Conference on Industrial Informatics (INDIN). IEEE, Jul. 2018. [ DOI ]

B. Cheng, J. Zhang, G. P. Hancke, S. Karnouskos, and A. W. Colombo, “Industrial Cyberphysical Systems: Realizing Cloud-Based Big Data Infrastructures,” IEEE Industrial Electronics Magazine, vol. 12, no. 1, pp. 25–35, Mar. 2018. [ DOI ]

S. Karnouskos and F. Kerschbaum, “Privacy and Integrity Considerations in Hyperconnected Autonomous Vehicles,” Proceedings of the IEEE, vol. 106, no. 1, pp. 160–170, Jan. 2018. [ DOI ]

S. Karnouskos, “Massive open online courses (MOOCs) as an enabler for competent employees and innovation in industry,” Computers in Industry, vol. 91, pp. 1–10, Oct. 2017. [ DOI ]

L. Ribeiro, S. Karnouskos, P. Leitão, and T. I. Strasser, “A Community Analysis of the IEEE IES Industrial Agents Technical Committee,” in IECON 2017 - 43^rd Annual Conference of the IEEE Industrial Electronics Society. IEEE, Oct. 2017. [ DOI ]

P. Leitão, S. Karnouskos, L. Ribeiro, P. Moutis, J. Barbosa, and T. I. Strasser, “Common Practices for Integrating Industrial Agents and Low Level Automation Functions,” in IECON 2017 - 43^rd Annual Conference of the IEEE Industrial Electronics Society. IEEE, Oct. 2017. [ DOI ]

S. Karnouskos, N. Gaertner, N. Verzano, F. Beck, A. Becker, S. Bianchino, D. Kuntze, M. Perez, R. Roy, S. Saelens, and M. Schmut, “Experiences in Integrating Internet of Things and Cloud Services with the Robot Operating System,” in 2017 IEEE 15^th International Conference on Industrial Informatics (INDIN). IEEE, Jul. 2017. [ DOI ]

S. Karnouskos and P. Leitão, “Key Contributing Factors to the Acceptance of Agents in Industrial Environments,” IEEE Transactions on Industrial Informatics, vol. 13, no. 2, pp. 696–703, Apr. 2017. [ DOI ]

A. W. Colombo, S. Karnouskos, O. Kaynak, Y. Shi, and S. Yin, “Industrial Cyberphysical Systems: A Backbone of the Fourth Industrial Revolution,” IEEE Industrial Electronics Magazine, vol. 11, no. 1, pp. 6–16, Mar. 2017. [ DOI ]

M. Foehr, J. Vollmar, A. Calà, P. Leitão, S. Karnouskos, and A. W. Colombo, “Engineering of Next Generation Cyber-Physical Automation System Architectures,” in Multi-Disciplinary Engineering for Cyber-Physical Production Systems. Springer International Publishing, 2017, pp. 185–206. [ DOI ]

P. Leitão, A. W. Colombo, and S. Karnouskos, “Industrial automation based on Cyber-Physical Systems technologies: Prototype implementations and challenges,” Computers in Industry, vol. 81, pp. 11–25, Sep. 2016. [ DOI ]

J. Barbosa, P. Leitão, D. Trentesaux, A. W. Colombo, and S. Karnouskos, “Cross Benefits from Cyber-Physical Systems and Intelligent Products for Future Smart Industries,” in 2016 IEEE 14^th International Conference on Industrial Informatics (INDIN), Jul. 2016. [ DOI ]

S. Karnouskos and J. van Barneveld, “CPS for Energy and Critical Infrastructures,” in Ethical Aspects of Cyber-Physical Systems. European Parliamentary Research Service (EPRS), Scientific Foresight Unit (STOA), Jun. 2016, pE 563.501. [ DOI | URL ]

P. Leitão, S. Karnouskos, L. Ribeiro, J. Lee, T. Strasser, and A. W. Colombo, “Smart Agents in Industrial Cyber-Physical Systems,” Proceedings of the IEEE, vol. 104, no. 5, pp. 1086–1101, May 2016. [ DOI ]

A. W. Colombo, S. Karnouskos, Y. Shi, S. Yin, and O. Kaynak, “Industrial Cyber–Physical Systems [Scanning the Issue],” Proceedings of the IEEE, vol. 104, no. 5, pp. 899–903, May 2016. [ DOI ]

杨⋅霍勒, 弗洛肖斯⋅齐阿齐斯, 凯瑟琳⋅马利根, 斯塔马蒂斯⋅卡尔诺斯科斯, 斯蒂芬⋅阿弗桑德, and 大卫⋅博伊尔, 从M2M到物联网：架构、技术及应用. China Machine Press of China, 2016. [ URL ]

D. Ilić, S. Karnouskos, and M. Beigl, “Improving accuracy of energy forecasting through the presence of an electric vehicle fleet,” Electric Power Systems Research Journal (Elsevier), vol. 120, pp. 32–38, Mar. 2015. [ DOI ]

P. Leitão and S. Karnouskos, Eds., Industrial Agents: Emerging Applications of Software Agents in Industry. Elsevier, Mar. 2015. [ DOI | URL ]

P. Leitão and S. Karnouskos, “A Survey on Factors that Impact Industrial Agent Acceptance,” in Industrial Agents: Emerging Applications of Software Agents in Industry. Elsevier, Mar. 2015. [ DOI ]

S. Karnouskos, “Industrial Agents Cybersecurity,” in Industrial Agents: Emerging Applications of Software Agents in Industry. Elsevier, Mar. 2015. [ DOI ]

A. W. Colombo, S. Karnouskos, J. M. Mendes, and P. Leitão, “Industrial Agents in the Era of Service-Oriented Architectures and Cloud-Based Industrial Infrastructures,” in Industrial Agents: Emerging Applications of Software Agents in Industry. Elsevier, Mar. 2015. [ DOI ]

S. Detzler and S. Karnouskos, “A Model and an Evolutionary Algorithmic Approach Towards Optimization of Electric Vehicle Fleet Charging,” in International Symposium on Smart Electric Distribution Systems and Technologies (EDST), Vienna, Austria, 8–11 Sep. 2015. [ DOI ]

S. Detzler, C. Eichhorn, and S. Karnouskos, “Charging Optimization of Enterprise Electric Vehicles for Participation in Demand Response,” in International Symposium on Smart Electric Distribution Systems and Technologies (EDST), Vienna, Austria, 8–11 Sep. 2015. [ DOI ]

F. Eichinger, P. Efros, S. Karnouskos, and K. Böhm, “A Time-Series Compression Technique and its Application to the Smart Grid,” The VLDB Journal, vol. 24, no. 2, pp. 193–218, Aug. 2014. [ DOI ]

S. Karnouskos, “Query-Driven Smart Grid City Management,” ERCIM News, no. 98, pp. 33–34, Jul. 2014. [ URL ]

A. W. Colombo, T. Bangemann, and S. Karnouskos, “IMC-AESOP Outcomes: Paving the way to Collaborative Manufacturing Systems,” in IEEE 12^th International Conference on Industrial Informatics (INDIN), Porto Alegre, Brazil, Jul. 2014. [ DOI ]

J. J. Garcia, J. J. Cardenas, R. Enrich, D. Ilić, S. Karnouskos, and R. Sauter, “Smart City Energy Management via Monitoring of Key Performance Indicators,” in "Challenges Of Implementing Active Distribution System Management" CIRED Workshop 2014, Rome, Italy, Jun. 2014.

S. Karnouskos, V. Havlena, E. Jerhotova, P. Kodet, M. Sikora, P. Stluka, P. Trnka, and M. Tilly, “Plant Energy Management,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

S. Karnouskos, A. W. Colombo, T. Bangemann, K. Manninen, R. Camp, M. Tilly, M. Sikora, F. Jammes, J. Delsing, J. Eliasson, P. Nappey, J. Hu, and M. Graf, “The IMC-AESOP Architecture for Cloud-based Industrial CPS,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

S. Karnouskos, A. W. Colombo, and T. Bangemann, “Trends and Challenges for Cloud-based Industrial Cyber-Physical Systems,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

F. Jammes, S. Karnouskos, B. Bony, P. Nappey, A. W. Colombo, J. Delsing, J. Eliasson, R. Kyusakov, P. Stluka, M. Tilly, and T. Bangemann, “Promising Technologies for SOA-based Industrial Automation Systems,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

R. Harrison, S. McLeod, G. Tavola, M. Taisch, A. W. Colombo, S. Karnouskos, M. Tilly, P. Stluka, F. Jammes, R. Camp, J. Delsing, J. Eliasson, and J. M. Mendes, “Next Generation of Engineering Methods and Tools for SOA-Based Large-Scale and Distributed Process Applications,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

J. Delsing, O. Carlsson, F. Arrigucci, T. Bangemann, C. Hübner, A. W. Colombo, P. Nappey, B. Bony, S. Karnouskos, J. Nessaether, and R. Kyusakov, “Migration of SCADA/DCS systems to the SOA cloud,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

A. W. Colombo, S. Karnouskos, and T. Bangemann, “Towards the Next Generation of Industrial Cyber-Physical Systems,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

T. Bangemann, S. Karnouskos, R. Camp, O. Carlsson, M. Riedl, S. McLeod, R. Harrison, A. W. Colombo, and P. Stluka, “State of the Art in Industrial Automation,” in Industrial Cloud-based Cyber-Physical Systems. Springer, May 2014. [ DOI ]

S. Karnouskos, “Security in the Era of Cyber-Physical Systems of Systems,” ERCIM News, no. 97, pp. 44–45, Apr. 2014. [ URL ]

A. W. Colombo and S. Karnouskos, “Cloud-Based Industrial Cyber-Physical Systems,” ERCIM News, no. 97, pp. 15–16, Apr. 2014. [ URL ]

D. Ilić and S. Karnouskos, “Addressing Energy Forecast Errors – An Empirical Investigation of the Capacity Distribution Impact in a Variable Storage,” Energy Systems, Springer, vol. 5, no. 4, pp. 643–656, Apr. 2014. [ DOI ]

J. Höller, V. Tsiatsis, C. Mulligan, S. Karnouskos, S. Avesand, and D. Boyle, From Machine-to-Machine to the Internet of Things: Introduction to a New Age of Intelligence. Elsevier Academic Press, Apr. 2014. [ URL ]

S. Karnouskos, “The Cloud of Things empowered Smart Grid Cities,” in Internet of Things based on Smart Objects: Technology, Middleware and Applications, G. Fortino and P. Trunfio, Eds. Springer, Apr. 2014. [ DOI ]

A. Dimeas, S. Drenkard, N. Hatziargyriou, S. Karnouskos, K. Kok, J. Ringelstein, and A. Weidlich, “Smart Houses in the Smart Grid: Developing an interactive network,” IEEE Electrification Magazine, vol. 2, no. 1, pp. 81–93, Mar. 2014. [ DOI ]

P. Goncalves Da Silva, D. Ilić, and S. Karnouskos, “The Impact of Smart Grid Prosumer Grouping on Forecasting Accuracy and Its Benefits for Local Electricity Market Trading,” Smart Grid, IEEE Transactions on, vol. 5, no. 1, pp. 402–410, Jan. 2014. [ DOI ]

D. Ilić, S. Karnouskos, P. Goncalves Da Silva, and S. Detzler, “A System for Enabling Facility Management to Achieve Deterministic Energy Behaviour in the Smart Grid Era,” in 3^rd International Conference on Smart Grids and Green IT Systems (SmartGreens), Barcelona, Spain. SCITEPRESS - Science and and Technology Publications, 3–4 Apr. 2014. [ DOI ]

D. Ilić, S. Karnouskos, and S. Detzler, “Self-Forecasting Energy-load Stakeholders,” in IEEE International Electric Vehicle Conference (IEVC), Florence, Italy, 17–19 Dec. 2014. [ DOI ]

S. Detzler, D. Ilić, S. Karnouskos, and C. Kindermann, “Investigating Electric Vehicles as a Promising Alternative to Static Storage Solutions,” in IEEE International Electric Vehicle Conference (IEVC), Florence, Italy, 17–19 Dec. 2014. [ DOI ]

A. W. Colombo, T. Bangemann, S. Karnouskos, J. Delsing, P. Stluka, R. Harrison, F. Jammes, and J. L. Martínez Lastra, Eds., Industrial Cloud-Based Cyber-Physical Systems. Springer, 2014. [ DOI | URL ]

S. Karnouskos, P. J. Marrón, G. Fortino, L. Mottola, and J. R. Martnez-de Dios, Applications and Markets for Cooperating Objects, ser. SpringerBriefs in Electrical and Computer Engineering. Springer, 2014. [ DOI ]

S. Karnouskos, P. Goncalves Da Silva, and D. Ilić, “Developing a Web Application for Monitoring and Management of Smart Grid Neighborhoods,” in IEEE 11^th International Conference on Industrial Informatics (INDIN), Bochum, Germany, Jul. 2013, pp. 408–413. [ DOI ]

S. Karnouskos, D. lić, and P. Goncalves Da Silva, “Assessment of an Enterprise Energy Service Platform in a Smart Grid City Pilot,” in IEEE 11^th International Conference on Industrial Informatics (INDIN), Bochum, Germany, Jul. 2013, pp. 24–29. [ DOI ]

D. Ilić, S. Karnouskos, and M. Wilhelm, “A Comparative Analysis of Smart Metering Data Aggregation Performance,” in IEEE 11^th International Conference on Industrial Informatics (INDIN), Bochum, Germany, Jul. 2013, pp. 434–439. [ DOI ]

P. Goncalves Da Silva, S. Karnouskos, and D. Ilić, “Evaluation of the Scalability of an Energy Market for Smart Grid Neighbourhoods,” in IEEE 11^th International Conference on Industrial Informatics (INDIN), Bochum, Germany, Jul. 2013. [ DOI ]

A. Galis, A. Gavras, F. Álvarez, A. Bassi, M. Bezzi, L. Ciavaglia, F. Cleary, P. Daras, H. De Meer, P. Demestichas, J. Domingue, T. G. Kanter, S. Karnouskos, S. Krčo, L. Lefevre, J. Lentjes, M.-S. Li, P. Malone, A. Manzalini, V. Lotz, H. Müller, K. Oberle, N. E. O'connor, N. Papanikolaou, D. Petcu, R. Rahmani, D. Raz, G. Richards, E. Salvadori, S. Sargento, H. Schaffers, J. Serrat, B. Stiller, A. F. Skarmeta, K. Tutschku, and T. Zahariadis, Eds., The Future Internet – Future Internet Assembly 2013: Validated Results and New Horizons. Springer, May 2013. [ DOI ]

S. Karnouskos, P. J. Marrón, and D. Minder, “Cooperating Objects Design Space and Markets,” in 4^th International Workshop on Networks of Cooperating Objects for Smart Cities 2013 (CONET/UBICITEC 2013), Philadelphia, USA. CEUR-WS.org, 08 Apr. 2013.

F. Daniel, J. Eriksson, N. Finne, H. Fuchs, A. Gaglione, S. Karnouskos, P. M. Montero, L. Mottola, N. Oertel, F. J. Oppermann, G. P. Picco, K. Römer, S. Patrik, S. Tranquillini, and T. Voigt, “makeSense: Real-world Business Processes through Wireless Sensor Networks,” in 4^th International Workshop on Networks of Cooperating Objects for Smart Cities 2013 (CONET/UBICITEC 2013), Philadelphia, USA. CEUR-WS.org, 08 Apr. 2013, pp. 58–72.

S. Karnouskos, “Big data analytics for Smart Grid Cities,” Eurescom mess@ge, no. 1/2013, pp. 9–10, Apr. 2013. [ URL ]

J. Höglund and S. Karnouskos, “Using Wireless Smart Meter Networks for Power Quality Monitoring,” ERCIM News, no. 92, Jan. 2013. [ URL ]

D. Petcu, A. Galis, and S. Karnouskos, “Introduction: The Future Internet Cloud: Computing, Networking and Mobility,” in The Future Internet – Future Internet Assembly 2013: Validated Results and New Horizons. Springer, 2013.

S. Karnouskos, A. F. Skarmeta, P. Demestichas, and S. Krčo, “Introduction: The Future Internet of Things,” in The Future Internet – Future Internet Assembly 2013: Validated Results and New Horizons. Springer, 2013.

J. Domingue and S. Karnouskos, “Introduction: Smart Applications and Services in the Future Internet,” in The Future Internet – Future Internet Assembly 2013: Validated Results and New Horizons. Springer, 2013.

S. Karnouskos and V. Somlev, “Performance Assessment of Integration in the Cloud of Things via Web Services,” in IEEE International Conference on Industrial Technology (ICIT 2013), Cape Town, South Africa, 25–27 Feb. 2013, pp. 1988–1993. [ DOI ]

S. Karnouskos, “Smart Houses in the Smart Grid and the Search for Value-added Services in the Cloud of Things Era,” in IEEE International Conference on Industrial Technology (ICIT 2013), Cape Town, South Africa, 25–27 Feb. 2013. [ DOI ]

D. Ilić, S. Karnouskos, and P. Goncalves Da Silva, “Improving Load Forecast in Prosumer Clusters by Varying Energy Storage Size,” in IEEE PowerTech, Grenoble, France, 16–20 Jun. 2013.

D. Ilić, P. Goncalves Da Silva, S. Karnouskos, and M. Jacobi, “Impact Assessment of Smart Meter Grouping on the Accuracy of Forecasting Algorithms,” in 28^th ACM Symposium On Applied Computing (SAC), Coimbra, Portugal, 18 – 22 Mar. 2013. [ DOI ]

A. W. Colombo, S. Karnouskos, and T. Bangemann, “A System of Systems view on Collaborative Industrial Automation,” in IEEE International Conference on Industrial Technology (ICIT 2013), Cape Town, South Africa, 25–27 Feb. 2013. [ DOI ]

S. Carosio, M. Hannus, C. Mastrodonato, E. Delponte, A. Cavallaro, F. Cricchio, S. Karnouskos, J. Pereira-Carlos, C. Bastos Rodriguez, O. Nilsson, I. Pinto Seppä, T. Sasin, J. Zach, H. van Beurden, and T. Anderson, ICT Roadmap for Energy-Efficient Buildings – Research and Actions. EU FP7 Project ICT4E2B Forum, Jan. 2013.

S. Karnouskos, A. W. Colombo, T. Bangemann, K. Manninen, R. Camp, M. Tilly, P. Stluka, F. Jammes, J. Delsing, and J. Eliasson, “A SOA-based architecture for empowering future collaborative cloud-based industrial automation,” in 38^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2012), Montréal, Canada, Oct. 2012, pp. 5766–5772. [ DOI ]

F. Jammes, B. Bony, P. Nappey, A. W. Colombo, J. Delsing, J. Eliasson, R. Kyusakov, S. Karnouskos, P. Stluka, and M. Tilly, “Technologies for SOA-based Distributed Large Scale Process Monitoring and Control Systems,” in 38^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2012), Montréal, Canada, Oct. 2012. [ DOI ]

A. W. Colombo, J. M. Mendes, P. Leitão, and S. Karnouskos, “Service-oriented SCADA and MES Supporting Petri nets based Orchestrated Automation Systems,” in 38^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2012), Montréal, Canada, Oct. 2012. [ DOI ]

S. Tranquillini, P. Spiess, F. Daniel, S. Karnouskos, F. Casati, N. Oertel, L. Mottola, F. J. Oppermann, G. P. Picco, K. Römer, and T. Voigt, “Process-Based Design and Integration of Wireless Sensor Network Applications,” in 10^th International Conference on Business Process Management (BPM), Tallinn, Estonia, Sep. 2012. [ DOI ]

S. Karnouskos, P. Goncalves Da Silva, and D. Ilić, “Energy Services for the Smart Grid City,” in 6^th IEEE International Conference on Digital Ecosystem Technologies – Complex Environment Engineering (IEEE DEST-CEE), Campione d'Italia, Italy, Jun. 2012. [ DOI ]

D. Ilić, P. Goncalves Da Silva, S. Karnouskos, and M. Griesemer, “An energy market for trading electricity in smart grid neighbourhoods,” in 6^th IEEE International Conference on Digital Ecosystem Technologies – Complex Environment Engineering (IEEE DEST-CEE), Campione d'Italia, Italy, Jun. 2012, pp. 1–6. [ DOI ]

F. Casati, F. Daniel, G. Dantchev, J. Eriksson, N. Finne, S. Karnouskos, P. M. Montero, L. Mottola, F. J. Oppermann, G. P. Picco, A. Quartulli, K. Römer, P. Spiess, S. Tranquillini, and T. Voigt, “Towards Business Processes Orchestrating the Physical Enterprise with Wireless Sensor Networks,” in 34^th ACM/IEEE International Conference on Software Engineering (ICSE), Zurich, Switzerland, Jun. 2012. [ DOI ]

T. Bangemann, N. Suchold, A. W. Colombo, and S. Karnouskos, “Die Integration Service orientierter Architekturen in der Automation,” in AUTOMATION 2012, Baden-Baden, Germany, Jun. 2012.

F. Álvarez, F. Cleary, P. Daras, J. Domingue, A. Galis, A. Garcia, A. Gavras, S. Karnouskos, S. Krčo, M.-S. Li, V. Lotz, H. Müller, E. Salvadori, A.-M. Sassen, H. Schaffers, B. Stiller, G. Tselentis, P. Turkama, and T. Zahariadis, Eds., The Future Internet – Future Internet Assembly 2012: From Promises to Reality. Springer, May 2012. [ DOI ]

S. Karnouskos, “Asset monitoring in the service-oriented Internet of Things empowered smartgrid,” Service Oriented Computing and Applications, vol. 6, no. 3, pp. 207–214, Feb. 2012. [ DOI ]

F. Casati, F. Daniel, G. Dantchev, J. Eriksson, N. Finne, S. Karnouskos, P. M. Montero, L. Mottola, F. J. Oppermann, G. P. Picco, A. Quartulli, K. Römer, P. Spiess, S. Tranquillini, and T. Voigt, “Demo Abstract: From Business Process Specifications to Sensor Network Deployments,” in 9^th European Conference on Wireless Sensor Networks, Trento, Italy, 15–17 Feb. 2012.

S. Karnouskos, P. Daras, H. Müller, M.-S. Li, and H. Schaffers, “Future Internet Application Areas,” in The Future Internet – Future Internet Assembly 2012: From Promises to Reality. Springer, 2012.

S. Karnouskos, D. Ilić, and P. Goncalves Da Silva, “Using Flexible Energy Infrastructures for Demand Response in a Smart Grid City,” in The third IEEE PES Innovative Smart Grid Technologies (ISGT) Europe, Berlin, Germany, 14–17 Oct. 2012. [ DOI ]

D. Ilić, S. Karnouskos, and P. Goncalves Da Silva, “Sensing in Power Distribution Networks via Large Numbers of Smart Meters,” in The third IEEE PES Innovative Smart Grid Technologies (ISGT) Europe, Berlin, Germany, 14–17 Oct. 2012, pp. 1–6. [ DOI ]

J. Höglund, D. Ilić, S. Karnouskos, R. Sauter, and P. Goncalves Da Silva, “Using a 6LoWPAN Smart Meter Mesh Network for Event-Driven Monitoring of Power Quality,” in Third IEEE International Conference on Smart Grid Communications (SmartGridComm), Tainan City, Taiwan, 5–8 Nov. 2012, pp. 448–453. [ DOI ]

P. Goncalves Da Silva, S. Karnouskos, and D. Ilić, “A Survey Towards Understanding Residential Prosumers in Smart Grid Neighbourhoods,” in The third IEEE PES Innovative Smart Grid Technologies (ISGT) Europe, Berlin, Germany, 14–17 Oct. 2012. [ DOI ]

P. J. Marrón, D. Minder, and S. Karnouskos, The Emerging Domain of Cooperating Objects: Definition and Concepts. Springer, 2012. [ DOI ]

A. Weidlich, H. Vogt, W. Krauss, P. Spiess, M. Jawurek, M. Johns, and S. Karnouskos, “Decentralized Intelligence in Energy Efficient Power Systems,” in Handbook of Networks in Power Systems I, ser. Energy Systems, A. Sorokin, S. Rebennack, P. M. Pardalos, N. A. Iliadis, and M. V. F. Pereira, Eds. Springer, 2012, pp. 467–486. [ DOI ]

S. Karnouskos, “Future Smart Grid Prosumer Services,” in IEEE International Conference on Innovative Smart Grid Technologies (ISGT 2011), Manchester, UK, Dec. 2011, pp. 1–2. [ DOI ]

S. Karnouskos, “Demand Side Management via Prosumer Interactions in a Smart City Energy Marketplace,” in IEEE International Conference on Innovative Smart Grid Technologies (ISGT 2011), Manchester, UK, Dec. 2011, pp. 1–7. [ DOI ]

S. Karnouskos, “Agent-based Mediated Control in Smart Grids,” in IEEE International Conference on Innovative Smart Grid Technologies (ISGT 2011), Manchester, UK, Dec. 2011. [ DOI ]

S. Karnouskos, “Stuxnet Worm Impact on Industrial Cyber-Physical System Security,” in 37^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2011), Melbourne, Australia, Nov. 2011, pp. 4490–4494. [ DOI ]

S. Karnouskos, M. Serrano, A. Marqués, and P. J. Marrón, “Prosumer interactions for Efficient Energy Management in SmartGrid neighborhoods,” in 2^nd Workshop on eeBuildings Data Models, CIB Conference W078-W012, Sophia Antipolis, France. European Commission, Oct. 2011, pp. 243–250. [ DOI ]

K. Kok, C. Warmer, S. Karnouskos, A. Weidlich, J. Ringelstein, A. Dimeas, S. Drenkard, N. Hatziargyriou, and V. Lioliou, “Testes de casas inteligentes para implementação de smart grid,” Eletricidade Moderna (EM), Oct. 2011.

S. Karnouskos, “Crowdsourcing information via mobile devices as a migration enabler towards the SmartGrid,” in 2^nd IEEE International Conference on Smart Grid Communications (SmartGridComm), Brussels, Belgium, Oct. 2011. [ DOI ]

S. Karnouskos, “Realising next-generation web service-driven industrial systems,” The International Journal of Advanced Manufacturing Technology (Springer), vol. 60, no. 1-4, pp. 409–419, Sep. 2011. [ DOI ]

A. W. Colombo, S. Karnouskos, and T. Bangemann, “SOA-Einsatz für Monitoring und Control in der Automatisierungstechnik,” in Kommunikation in der Automation (KommA 2011), Magdeburg, Germany, Sep. 2011.

S. Karnouskos, “Cyber-Physical Systems in the SmartGrid,” in IEEE 9^th International Conference on Industrial Informatics (INDIN), Lisbon, Portugal, Jul. 2011. [ DOI ]

K. Kok, S. Karnouskos, J. Ringelstein, A. Dimeas, A. Weidlich, C. Warmer, S. Drenkard, N. Hatziargyriou, and V. Lioliou, “Field-testing smart houses for a smart grid,” in 21^st International Conference and Exhibition on Electricity Distribution (CIRED 2011), Frankfurt, Germany, Jun. 2011.

J. Höglund, J. Eriksson, N. Finne, R. Sauter, and S. Karnouskos, “Event-driven IPv6 Communication for the Smart Grid Infrastructure,” in Intl Conference on Distributed Computing in Sensor Systems (DCOSS), Barcelona, Spain, Jun. 2011. [ DOI ]

J. Domingue, A. Galis, A. Gavras, T. Zahariadis, F. Cleary, P. Daras, S. Krčo, H. Müller, M.-S. Li, H. Schaffers, V. Lotz, F. Álvarez, B. Stiller, S. Karnouskos, S. Avessta, and M. Nilsson, Eds., The Future Internet – Future Internet Assembly 2011: Achievements and Technological Promises. Springer, May 2011. [ DOI ]

S. Karnouskos, P. Goncalves Da Silva, and D. Ilić, “Assessment of High-performance Smart Metering for the Web Service Enabled Smart Grid,” in Second ACM/SPEC International Conference on Performance Engineering (ICPE'11), Karlsruhe, Germany, Mar. 2011, pp. 133–144.

S. Karnouskos, V. Vilaseñor, M. Haroon, M. Handte, and P. J. Marrón, “Requirement Considerations for Ubiquitous Integration of Cooperating Objects,” in 4^th IFIP International Conference on New Technologies, Mobility and Security, Paris, France, Feb. 2011. [ DOI ]

F. Casati, F. Daniel, A. Dunkels, S. Karnouskos, P. M. Montero, L. Mottola, F. J. Oppermann, G. P. Picco, K. Römer, S. Patrik, S. Tranquillini, P. Valleri, and T. Voigt, “Invited Poster: makeSense: Easy Programming of Integrated Wireless Sensor Networks,” in 8^th European Conference on Wireless Sensor Networks (EWSN 2011). IEEE Press, 23–25 Feb. 2011, invited Poster.

S. Karnouskos, V. Vilaseñor, M. Handte, and P. J. Marrón, “Ubiquitous Integration of Cooperating Objects,” International Journal of Next-Generation Computing (IJNGC), vol. 2, no. 3, 2011.

S. Karnouskos and A. W. Colombo, “Architecting the next generation of service-based SCADA/DCS system of systems,” in 37^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2011), Melbourne, Australia, 7–10 Nov 2011, pp. 359–364. [ DOI ]

S. Karnouskos, “Communityware SmartGrid,” in 21^st International Conference and Exhibition on Electricity Distribution (CIRED 2011), Frankfurt, Germany, 6-9 June 2011.

J. Delsing, J. Eliasson, R. Kyusakov, A. W. Colombo, F. Jammes, J. Nessaether, S. Karnouskos, and C. Diedrich, “A Migration Approach towards a SOA-based Next Generation Process Control and Monitoring,” in 37^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2011), Melbourne, Australia, 7–10 Nov 2011. [ DOI ]

P. J. Marrón, S. Karnouskos, D. Minder, and A. Ollero, Eds., The Emerging Domain of Cooperating Objects. Springer, 2011. [ DOI ]

S. Karnouskos, J.-P. Vasseur, P. Wetterwald, J. P. Martocci, T. Humpal, and M. Zhu, “IP in Commercial Buildings,” IPSO Alliance white paper, Tech. Rep., Nov. 2010.

S. Karnouskos, J.-P. Vasseur, P. Wetterwald, J. P. Martocci, T. Humpal, and M. Zhu, “The internet of things and the convergence of networks,” Nov. 2010. [ URL ]

A. Marqués, M. Serrano, S. Karnouskos, P. J. Marrón, R. Sauter, E. Bekiaris, E. Kesidou, and J. Höglund, “NOBEL – A Neighborhood Oriented Brokerage ELectricity and Monitoring System,” in 1^st International ICST Conference on E-Energy, 14-15 October 2010 Athens Greece. Springer, Oct. 2010. [ DOI ]

S. Karnouskos, A. Weidlich, J. Ringelstein, A. Dimeas, K. Kok, C. Warmer, P. Selzam, S. Drenkard, N. Hatziargyriou, and V. Lioliou, “Monitoring and Control for Energy Efficiency in the Smart House,” in 1^st International ICST Conference on E-Energy, 14-15 October 2010 Athens Greece. Springer, Oct. 2010. [ DOI ]

S. Karnouskos, A. Weidlich, K. Kok, C. Warmer, J. Ringelstein, P. Selzam, A. Dimeas, and S. Drenkard, “Field Trials towards Integrating Smart Houses with the Smart Grid,” in 1^st International ICST Conference on E-Energy, 14-15 October 2010 Athens Greece. Springer, Oct. 2010. [ DOI ]

S. Karnouskos, P. Goncalves Da Silva, and D. Ilić, “Performance evaluation of web service enabled smart metering platform,” in 1^st International ICST Conference on E-Energy, 14-15 October 2010 Athens Greece. Springer, Oct. 2010. [ DOI ]

D. Guinard, V. Trifa, S. Karnouskos, P. Spiess, and D. Savio, “Interacting with the SOA-Based Internet of Things: Discovery, Query, Selection, and On-Demand Provisioning of Web Services,” IEEE Transactions on Services Computing, vol. 3, no. 3, pp. 223–235, Jul. 2010. [ DOI ]

A. Cannata, S. Karnouskos, and M. Taisch, “Evaluating the potential of a service oriented infrastructure for the factory of the future,” in 8^th International Conference on Industrial Informatics (INDIN), July 13-16, 2010, Osaka, Japan, Jul. 2010, pp. 592–597. [ DOI ]

S. Karnouskos, “The cooperative Internet of Things enabled Smart Grid,” in 14^th IEEE International Symposium on Consumer Electronics (ISCE2010), June 07-10, Braunschweig, Germany, Jun. 2010.

D. Savio, L. Karlik, and S. Karnouskos, “Predicting Energy Measurements of Service-Enabled Devices in the Future Smartgrid,” in 12^th International Conference on Computer Modeling and Simulation, Cambridge, England. IEEE Computer Society, 24–26 Mar. 2010, pp. 450–455. [ DOI ]

S. Karnouskos, A. W. Colombo, F. Jammes, J. Delsing, and T. Bangemann, “Towards an Architecture for Service-Oriented Process Monitoring and Control,” in 36^th Annual Conference of the IEEE Industrial Electronics Society (IECON-2010), Phoenix, AZ, 7–10 Nov 2010. [ DOI ]

S. Karnouskos, “Business Services in an IP enabled SmartGrid,” in 36^th Annual Conference of the IEEE Industrial Electronics Society (IECON-2010), Phoenix, AZ, 7–10 Nov 2010.

A. V. Vasilakos, P. Manish, S. Karnouskos, and W. Pedrycz, Eds., Autonomic Communication. Springer, 2010. [ DOI ]

D. Savio, B. DeRemer, and S. Karnouskos, “Anwendung: SAP und OPC-UA,” in Von Data Access bis Unified Architecture, J. Lange, F. Iwanitz, and T. J. Burke, Eds. VDE Verlag, 2010, pp. 434–441, (in German).

D. Savio, B. DeRemer, and S. Karnouskos, “Application: SAP and OPC-UA,” in From Data Access to Unified Architecture,, J. Lange, F. Iwanitz, and T. J. Burke, Eds. VDE Verlag, 2010, pp. 384–390.

S. Karnouskos, D. Savio, P. Spiess, D. Guinard, V. Trifa, and O. Baecker, “Real World Service Interaction with Enterprise Systems in Dynamic Manufacturing Environments,” in Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management, L. Benyoucef and B. Grabot, Eds. Springer, 2010. [ DOI ]

A. W. Colombo, S. Karnouskos, and J. M. Mendes, “Factory of the Future: A Service-Oriented System of Modular, Dynamic Reconfigurable and Collaborative Systems,” in Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management, L. Benyoucef and B. Grabot, Eds. Springer, 2010. [ DOI ]

M. Taisch, A. W. Colombo, S. Karnouskos, and A. Cannata, “SOCRADES Roadmap: The future of SOA-based factory Automation,” Tech. Rep., Dec. 2009.

P. Spiess, S. Karnouskos, D. Guinard, D. Savio, O. Baecker, L. M. S. d. Souza, and V. Trifa, “SOA-Based Integration of the Internet of Things in Enterprise Services,” in IEEE International Conference on Web Services, ICWS 2009 , Los Angeles, CA, USA, Jul. 2009, pp. 968–975. [ DOI ]

P. J. Marrón, S. Karnouskos, and D. Minder, Eds., Research Roadmap on Cooperating Objects. European Commission, Office for Official Publications of the European Communities, Jul. 2009. [ DOI ]

P. Spiess, S. Karnouskos, L. M. S. de Souza, D. Savio, D. Guinard, V. Trifa, O. Baecker, and M. Köhler, “Reliable execution of business processes on dynamic networks of service-enabled devices,” in 7^th IEEE International Conference on Industrial Informatics INDIN 2009, Cardiff, UK, Jun. 2009, pp. 533–538. [ DOI ]

D. Savio, S. Karnouskos, L. M. S. de Souza, V. Trifa, D. Guinard, and P. Spiess, “Reactive business processes for factory automation,” in 7^th IEEE International Conference on Industrial Informatics INDIN 2009, Cardiff, UK, Jun. 2009, pp. 620–625. [ DOI ]

K. Kok, S. Karnouskos, D. Nestle, A. Dimeas, A. Weidlich, C. Warmer, P. Strauss, B. Buchholz, S. Drenkard, N. Hatziargyriou, and V. Lioliou, “Smart Houses for a Smart Grid,” in CIRED 20^th International Conference on Electricity Distribution, Prague, Czech Republic, Jun. 2009, pp. 1–4. [ DOI ]

S. Karnouskos and A. Izmaylova, “Simulation of web service enabled smart meters in an event-based infrastructure,” in 7^th IEEE International Conference on Industrial Informatics INDIN 2009, Cardiff, UK, Jun. 2009, pp. 125–130. [ DOI ]

S. Karnouskos, A. W. Colombo, J. L. Martínez Lastra, and C. Popescu, “Towards the energy efficient future factory,” in 7^th IEEE International Conference on Industrial Informatics INDIN 2009, Cardiff, UK, Jun. 2009, pp. 367–371. [ DOI ]

S. Karnouskos and M. M. J. Tariq, “Using multi-agent systems to simulate dynamic infrastructures populated with large numbers of web service enabled devices,” in International Symposium on Autonomous Decentralized Systems ISADS '09, Athens, Greece, Mar. 2009, pp. 1–7. [ DOI ]

S. Karnouskos, “Efficient Sensor Data Inclusion in Enterprise Services,” Datenbank-Spektrum, vol. 9, no. 28, pp. 5–10, Feb. 2009.

A. Weidlich, H. Vogt, and S. Karnouskos, “Wenn der Windpark mit der Waschmaschine redet ...” Wirtschaftsinformatik & Management, vol. 1, no. 4, pp. 30–34, 2009. [ DOI ]

D. Wuwer, T. Bangemann, A. W. Colombo, and S. Karnouskos, “SOCRADES: Die Integration klassischer Automatisierungskomponenten in Service Orientierte Architekturen,” in Magdeburger Maschinenbau-Tagen "Forschung in Bewegung" (MMT 2009), Magdeburg, Germany, 30 Sept - 01 Oct 2009, pp. 343–352.

A. Weidlich and S. Karnouskos, “Integrating Smart Houses with the Smart Grid Through Web Services for Increasing Energy Efficiency,” in 10^th IAEE European Conference, Energy, Policies and Technologies for Sustainable Economies, Vienna, Austria, 7–10 Sep. 2009.

C. Warmer, K. Kok, S. Karnouskos, A. Weidlich, D. Nestle, P. Selzam, J. Ringelstein, A. Dimeas, and S. Drenkard, “Web services for integration of smart houses in the smart grid,” in Grid-Interop - The road to an interoperable grid, Denver, Colorado, USA, 17-19 November 2009.

S. Karnouskos and T. N. de Holanda, “Simulation of a Smart Grid City with Software Agents,” in European Modelling Symposium (EMS 2009), Athens, Greece, 25-27 November 2009. [ DOI ]

S. Karnouskos, D. Guinard, D. Savio, P. Spiess, O. Baecker, V. Trifa, and L. M. S. de Souza, “Towards the Real-Time Enterprise: Service-based Integration of Heterogeneous SOA-ready Industrial Devices with Enterprise Applications,” in 13^th IFAC Symposium on Information Control Problems in Manufacturing (INCOM), Moscow, Russia, 3-5 June 2009. [ DOI ]

S. Karnouskos, T. Bangemann, and C. Diedrich, “Integration of Legacy Devices in the Future SOA-based Factory,” in 13^th IFAC Symposium on Information Control Problems in Manufacturing (INCOM), Moscow, Russia, 3-5 June 2009. [ DOI ]

D. Guinard, V. Trifa, P. Spiess, B. Dober, and S. Karnouskos, “Discovery and On-Demand Provisioning of Real-World Web Services,” in IEEE International Conference on Web Services, ICWS 2009 , Los Angeles, CA, USA, Los Angeles, CA, USA, 6–10 July 2009. [ DOI ]

A. Cannata, S. Karnouskos, and M. Taisch, “Energy efficiency driven process analysis and optimization in discrete manufacturing,” in 35^th Annual Conference of the IEEE Industrial Electronics Society (IECON 2009), Porto, Portugal, 3-5 November 2009. [ DOI ]

A. Cannata, S. Karnouskos, and M. Taisch, “Dynamic e-maintenance in the era of SOA-ready device dominated industrial environments,” in IMS – Manufacturing Technology Platform (M4SM), World Congress on Engineering Asset Management (WCEAM) Conference, Athens, Greece, 28-30 September 2009. [ DOI ]

A. W. Colombo and S. Karnouskos, “Towards the Factory of the Future: A Service-oriented Cross-layer Infrastructure,” in ICT Shaping the World: A Scientific View. European Telecommunications Standards Institute (ETSI), John Wiley and Sons, 2009, pp. 65–81.

M. Presser, P. Daras, N. Baker, S. Karnouskos, A. Gluhak, S. Krčo, C. Diaz, I. Verbauwhede, S. Naqvi, F. Alvarez, and A. A. Fernandez-Cuesta, “Position Paper: Real World Internet,” Tech. Rep., Dec. 2008. [ URL ]

D. Savio, S. Karnouskos, D. Wuwer, and T. Bangemann, “Dynamically Optimized Production Planning Using Cross-Layer SOA,” in 32^nd Annual IEEE International Computer Software and Applications Conference, COMPSAC 2008, Turku, Finland. Washington, DC, USA: IEEE Computer Society, 28 July – 1 August 2008, pp. 1361–1365. [ DOI ]

S. Karnouskos, R. J. Kauffman, E. Lawrence, and K. Pousttchi, “Guest editorial: Research advances for the mobile payments arena,” Electronic Commerce Research and Applications, vol. 7, no. 2, pp. 137–140, 2008. [ DOI | URL ]

L. M. S. de Souza, P. Spiess, D. Guinard, M. Köhler, S. Karnouskos, and D. Savio, “SOCRADES: A Web Service Based Shop Floor Integration Infrastructure,” in Internet of Things 2008 Conference, Zurich, Switzerland, ser. Lecture Notes in Computer Science, C. Floerkemeier, M. Langheinrich, E. Fleisch, F. Mattern, and S. E. Sarma, Eds., vol. 4952. Springer, 26–28 March 2008, pp. 50–67. [ DOI ]

D. Savio and S. Karnouskos, “Web-service enabled wireless sensors in SOA environments,” in 13^th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2008, Hamburg, Germany. IEEE, 15–18 September 2008, pp. 952–958. [ DOI ]

S. Karnouskos and M. M. J. Tariq, “An Agent-Based Simulation of SOA-Ready Devices,” in 10^th International Conference on Computer Modeling and Simulation, Cambridge, England. IEEE Computer Society, 1–3 April 2008, pp. 330–335. [ DOI ]

S. Haller, S. Karnouskos, and C. Schroth, “The Internet of Things in an Enterprise Context,” in Future Internet Symposium (FIS2008), Vienna, Austria, ser. Lecture Notes in Computer Science, J. Domingue, D. Fensel, and P. Traverso, Eds., vol. 5468. Springer, 28-30 September 2008, pp. 14–28. [ DOI ]

T. Bangemann, C. Diedrich, A. W. Colombo, and S. Karnouskos, “SOCRADES – Service Oriented Architecture in der Automatisierungstechnik,” in Automation 2008, Baden-Baden, Germany, 3-4 June 2008.

O. Baecker, D. Guinard, S. Karnouskos, M. Köhler, D. Savio, L. M. S. de Souza, P. Spiess, and V. Trifa, “Coupling ERP systems with shop-floor web service enabled devices,” in Adjunct proceedings of in Internet of Things 2008 Conference, Zurich, Switzerland, F. Michahelles, Ed., 26–28 March 2008, pp. 118–120.

S. Karnouskos and S. Haller, “Management of Hazardous Goods with Wireless Sensor Networks,” International Newsletter on micro-nano integration, MSTnews, vol. 5/07, Oct. 2007.

S. Karnouskos, “Towards autonomic infrastructures via mobile agents and active networks,” in Encyclopedia of Internet Technologies and Applications, M. Freire and M. Pereira, Eds. IDEA Group Inc, Oct. 2007. [ DOI ]

S. Karnouskos, O. Baecker, L. M. S. de Souza, and P. Spiess, “Integration of SOA-ready networked embedded devices in enterprise systems via a cross-layered web service infrastructure,” in 12^th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2007, Patras, Greece, Sep. 2007, pp. 293–300. [ DOI ]

P. Spiess and S. Karnouskos, “Maximizing the Business Value of Networked Embedded Systems through Process-Level Integration into Enterprise Software,” in Second International Conference on Pervasive Computing and Applications (ICPCA 2007), Birmingham, United Kingdom, Jul. 2007, pp. 536–541. [ DOI ]

S. Karnouskos, A. W. Colombo, F. Jammes, and M. Strand, “Towards Service-oriented Smart Items in Industrial Environments,” International Newsletter on micro-nano integration (MSTnews, vol. 2/07, Apr. 2007.

S. Karnouskos, “NFC-capable mobile devices for mobile payment services,” in Encyclopedia of Mobile Computing and Commerce, D. Taniar, Ed. IDEA Group Inc, Feb. 2007. [ DOI ]

S. Haller and S. Karnouskos, “CoBIs: Collaborative Business Items,” in New Technologies for the Intelligent Design and Operation of Manufacturing Networks, M. Rabe and P. Mihók, Eds. Fraunhofer IRB Verlag, 2007, pp. 201–202.

S. Karnouskos, O. Terzidis, and P. Karnouskos, “An Advanced Metering Infrastructure for Future Energy Networks,” in IFIP/IEEE 1^st International Conference on New Technologies, Mobility and Security (NTMS 2007), Paris, France, 2-4 May 2007, pp. 597–606. [ DOI ]

S. Karnouskos and O. Terzidis, “Towards an Information Infrastructure for the future Internet of Energy,” in Kommunikation in Verteilten Systemen (KiVS 2007) Conference, Bern, Switzerland. VDE Verlag, 26 Feb - 02 Mar 2007, pp. 55–60.

S. Karnouskos and P. Spiess, “Towards Enterprise Applications Using Wireless Sensor Networks,” in 9^th International Conference on Enterprise Information Systems (ICEIS), Funchal, Madeira, Portugal, J. Cardoso, J. Cordeiro, and J. Filipe, Eds., 12–16 June 2007, pp. 230–236.

S. Karnouskos, “Autonomic sensor networks for future enterprise services,” in Kommunikation in Verteilten Systemen (KiVS 2007) Conference, Bern, Switzerland. VDE Verlag, 26 Feb - 02 Mar 2007.

A. Maña, M. Yagüe, S. Karnouskos, and H. Abie, “Information Use-Control in E-Government Applications,” in Encyclopedia of Digital Government, A.-V. Anttiroiko and M. Malkia, Eds. IDEA Group Inc, Jul. 2006, reprinted also in: Electronic Government: Concepts, Methodologies, Tools, and Applications, Ari-Veikko Anttiroiko (editor), IGI Global, March 2008 (ISBN:978-1-59904-947-2). [ DOI ]

S. Karnouskos, T. Arimura, S. Yokoyama, and B. Csik, “Instant Messaging enabled Mobile Payments,” in Emerging Wireless Multimedia: Services and Technologies, A. Salkintzis and N. Passas, Eds. John Wiley and Sons, Aug. 2005. [ DOI ]

S. Karnouskos, “Security-enabled code deployment for heterogeneous networks,” Computer Standards & Interfaces, Elsevier, vol. 27, no. 5, pp. 547–560, Jun. 2005. [ DOI ]

S. Karnouskos, A. Vilmos, A. Ramfos, B. Csik, and P. Hoepner, “SeMoPS: A Global Secure Mobile Payment Service,” in Advances in Security and Payment Methods for Mobile Commerce, W.-C. Hu, C.-W. Lee, and W. Kou, Eds. IDEA Group Inc, Mar. 2005. [ DOI ]

K. G. Fouskas, G. M. Giaglis, P. E. Kourouthanassis, S. Karnouskos, A. Pitsillides, and M. Stylianou, “A roadmap for research in mobile business,” International Journal of Mobile Communications, vol. 3, no. 4, pp. 350–373, 2005. [ DOI ]

S. Karnouskos, “Community-aware Network Security and a DDoS response system,” International Journal: Annals of Telecommunications (Annales des Télécommunications), Special issue on Active Networks, Springer, vol. 59, no. 5-6, pp. 525–542, May 2004.

S. Karnouskos and S. Denazis, “Programmable Networks: Background,” in Programmable Networks for IP Service Deployment, A. Galis, S. Denazis, C. Brou, and C. Klein, Eds. Artech House Books, May 2004.

S. Denazis, S. Karnouskos, T. Suzuki, and S. Yoshizawa, “Component-Based Execution Environments of Network Elements and a Protocol for Their Configuration,” IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), vol. 34, no. 1, pp. 82–96, Feb. 2004. [ DOI ]

W. Pedrycz, A. V. Vasilakos, and S. Karnouskos, “Guest Editorial: Special issue on Computational Intelligence in Telecommunications Networks and Internet Services – Part III,” IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, vol. 34, no. 1, pp. 1–3, Feb. 2004. [ DOI ]

S. Karnouskos, “Mobile payment: A journey through existing procedures and standardization initiatives,” IEEE Communications Surveys & Tutorials, vol. 6, no. 1-4, pp. 44–66, 2004. [ DOI ]

H. Abie, B. Foyn, J. Bing, B. Blobel, P. Pharow, J. Delgado, S. Karnouskos, O. Pitkänen, and D. Tzovaras, “The need for a digital rights management framework for the next generation of e-government services,” Electronic Government, an International Journal, vol. 1, no. 1, pp. 8–28, 2004. [ DOI ]

A. Vilmos and S. Karnouskos, “Towards a Global Mobile Payment Service,” in 3^rd International Conference on Mobile Business 2004 (m>Business), New York City, USA, 12-13 July 2004.

A. Ramfos, S. Karnouskos, A. Vilmos, B. Csik, P. Hoepner, and N. Venetakis, “SEMOPS: Paying with Mobile Devices,” in 4^th IFIP Conference on e-Commerce, e-Business, and e-Government (I3E), Toulouse, France, ser. IFIP Conference Proceedings, W. Lamersdorf, V. Tschammer, and S. Amarger, Eds. Kluwer, 22-27 Aug 2004, pp. 247–261.

S. Karnouskos and A. Vilmos, “The European Perspective on Mobile Payments,” in IEEE Symposium on Trends in Communications (SympoTIC '04), Bratislava, Slovakia, 24–26 October 2004.

S. Karnouskos, A. Hondroudaki, A. Vilmos, and B. Csik, “Security, Trust and Privacy in the SEcure MObile Payment Service,” in 3^rd International Conference on Mobile Business 2004 (m>Business), New York City, USA, 12-13 July 2004.

W. Pedrycz, A. V. Vasilakos, and S. Karnouskos, “Guest Editorial: Special issue on Computational Intelligence in Telecommunications Networks and Internet Services – Part II,” IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, vol. 33, no. 4, pp. 429–431, Nov. 2003. [ DOI ]

B. Blobel, P. Hoepner, R. Joop, S. Karnouskos, G. Kleinhuis, and G. I. Stassinopoulos, “Using a privilege management infrastructure for secure web-based e-health applications,” Computer Communications, vol. 26, no. 16, pp. 1863–1872, Oct. 2003. [ DOI ]

W. Pedrycz, A. V. Vasilakos, and S. Karnouskos, “Guest Editorial: Special issue on Computational Intelligence in Telecommunications Networks and Internet Services – Part I,” IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, vol. 33, no. 3, pp. 294–296, Aug. 2003. [ DOI ]

A. Vilmos and S. Karnouskos, “SEMOPS: Design of a New Payment Service,” in International Workshop on Mobile Commerce Technologies & Applications (MCTA 2003), In proceedings of the 14^th International Conference (DEXA 2003), Prague, Czech Republic. Washington, DC, USA: IEEE Computer Society, 1-5 September 2003, pp. 865–869. [ DOI ]

H. Abie, B. Blobel, J. Delgado, S. Karnouskos, R. Mart, P. Pharow, O. Pitkänen, and D. Tzovaras, “DigiRight: Relevance to and Potential Impact on Europe's Need to Strengthen the Science and Technology Excellence on DRM,” in First International Mobile IPR Workshop: Rights Management of Information Products on the Mobile Internet (MobileIPR 2003),Helsinki, Finland, 27-28 August 2003, pp. 127–134.

H. Abie, J. Bing, B. Blobel, J. Delgado, B. Foyn, S. Karnouskos, P. Pharow, O. Pitkänen, and D. Tzovaras, “DigiRight: Network of Excellence for a Framework for Policy, Privacy, Trust and Risk Management for Digital Rights Management,” in First International Mobile IPR Workshop: Rights Management of Information Products on the Mobile Internet (MobileIPR 2003),Helsinki, Finland, 27-28 August 2003, pp. 117–127.

S. Karnouskos, P. Hoepner, and U. Holzmann-Kaiser, “Globale Mobile Zahlungsdienste: Vision und Realität,” in ONLINE 2003, 26^th Europäische Congressmesse der IT- und TK Branche, Düsseldorf, Germany, 23 - 26 September 2003.

S. Karnouskos, A. Vilmos, P. Hoepner, A. Ramfos, and N. Venetakis, “Secure Mobile Payment – Architecture and Business Model of SEMOPS,” in EURESCOM summit 2003, Evolution of Broadband Service, Satisfying user and market needs, Heidelberg, Germany, 29 Sept - 1 Oct 2003.

S. Karnouskos, “Realization of a secure active and programmable network infrastructure via mobile agent technology,” Computer Communications, vol. 25, no. 16, pp. 1465–1476, Oct. 2002. [ DOI ]

A. Savanović, S. Karnouskos, D. Gabrijelčič, and F. Mocilar, “A security architecture for future active IP networks,” in 2^nd European Conference on Universal Multiservice Networks (ECUMN 2002), Colmar, France, Apr. 2002, pp. 131–140. [ DOI ]

A. Savanović, D. Gabrijelčič, B. Jerman-Blažič, and S. Karnouskos, “An active networks security architecture,” Informatica International Journal of Computing and Informatics, vol. 26, no. 2, 2002.

S. Karnouskos and A. V. Vasilakos, “Active electronic mail,” in 2002 ACM symposium on Applied computing (SAC 2002), Madrid, Spain. Madrid, Spain: ACM, 10–14 March 2002, pp. 801–806. [ DOI ]

S. Karnouskos, “Security implications of implementing active network infrastructures using agent technology,” Computer Networks, vol. 36, no. 1, pp. 87–100, Jun. 2001. [ DOI ]

S. Karnouskos, H. Guo, and T. Becker, “Trade-off or invention: Experimental integration of active networking and programmable networks,” Journal of Communications and Networks, vol. 3, no. 1, pp. 19–27, Mar. 2001. [ DOI ]

S. Karnouskos, “Dealing with Denial-of-Service Attacks in Agent-enabled Active and Programmable Infrastructures,” in 25^th International Computer Software and Applications Conference (COMPSAC '01) ,Chicago, Illinois, USA. Washington, DC, USA: IEEE Computer Society, 8-12 October 2001, pp. 445–450. [ DOI ]

S. Karnouskos, “Supporting Nomadic Users within Virtual Private Networks,” in IEEE GLOBECOM Workshop on Service Portability and Virtual Customer Environments, San Francisco, California, USA, 1 December 2000, pp. 128–133. [ DOI ]

S. Karnouskos, I. Busse, and S. Covaci, “Place Oriented Virtual Private Networks,” in 33^rd Hawaii International Conference on System Sciences (HICSS 33), Hawaii, vol. 8. Washington, DC, USA: IEEE Computer Society, 4–7 January 2000, pp. 225–238. [ DOI ]

S. Karnouskos, “Agent Populated Active Networks,” in 2^nd International Conference on Advanced Communication Technology (ICACT 2000), Muju, Korea. Korea Institute of Communication Sciences (KICS), 16-18 February 2000, pp. 3–8.

S. Karnouskos, “A Security Oriented Architectural Approach for Mobile Agent Systems,” in 4^th World Multiconference on Systemics, Cybernetics and Informatics, Orlando, Florida, USA, 23-26 July 2000.

T. Becker, H. Guo, and S. Karnouskos, “Enable QoS for Distributed Object Applications by ORB-Based Active Networking,” in Second International Working Conference on Active Networks (IWAN '00), Tokyo, Japan, vol. 1942. London, UK: Springer, 2000, pp. 225–238. [ DOI ]

S. Karnouskos, I. Busse, and S. Covaci, “Agent Based Security for the Active Network Infrastructure,” in 1^st IFIP International Working Conference on Active Networks (IWAN 99), Berlin, Germany, vol. 1653. London, UK: Springer-Verlag, 30 June – 2 July 1999, pp. 330–344. [ DOI ]