Stefano Iannucci

Journal Papers

• J7. S. Iannucci, O.D. Barba, V. Cardellini, I. Banicescu, “A Performance Comparison of Q-Learning and Deep Q-Learning for the Control of Non-Stationary Systems”, Recommended for publication with minor revision in November 2019, Future Generation Computer Systems. [Under Review]
• J6. P. Day, S. Iannucci, I. Banicescu, “Autonomic Feature Selection Using Computational Intelligence”, Recommended for publication with minor revision in November 2019, Future Generation Computer Systems. [Under Review]
• J5. E. Casalicchio, S. Iannucci, “The State-of-the-Art in Container Technologies: Application, Orchestration and Security”, Concurrency and Computation: Practice and Experience, Wiley doi: https://doi.org/10.1002/cpe.5668, 2019 [PDF]
• J4. S. Iannucci, S. Abdelwahed, A. Montemaggio, M. Hannis, L. Leonard, J. King, J. Hamilton, “A Model-Integrated Approach to Designing Self-Protecting Systems”, IEEE Transactions on Software Engineering (TSE), accepted for publication, in Press. doi: https://doi.ieeecomputersociety.org/10.1109/TSE.2018.2880218 [PDF]
• J3. S. Iannucci, S. Abdelwahed, “Model-Based Response Planning Strategies for Autonomic Intrusion Protection”, ACM Transactions on Autonomous and Adaptive Systems (TAAS), Vol. 13, No. 1, May 2018. doi: https://doi.org/10.1145/3168446 [PDF]
• J2. V. Cardellini, V. Di Valerio, V. Grassi, S. Iannucci, F. Lo Presti, “QoS driven per-request load-aware service selection in service oriented architectures”, International Journal of Software and Informatics, Special Issue on Service Oriented Systems Engineering, Vol. 7, No. 2, pp. 195-220, 2013. [PDF]
• J1. V. Cardellini, E. Casalicchio, V. Grassi, S. Iannucci, F. Lo Presti, R. Mirandola, “MOSES: a framework for QoS driven runtime adaptation of service-oriented systems”, IEEE Transactions on Software Engineering, Vol. 38, No. 5, pp. 1138-1159, Sept./Oct. 2012. doi: http://dx.doi.org/10.1109/TSE.2011.68 [PDF]

Books and Monographs

• BM1. S. Iannucci, “MOSES: a QoS-driven Autonomic Framework for Service Oriented Systems”, Universitalia, July 2015, ISBN: 978-88-6507-649-1, EAN: 9788865076491 [PDF]

Book Chapters

• BC2. V. Cardellini, E. Casalicchio, V. Grassi, S. Iannucci, F. Lo Presti, R. Mirandola, “MOSES: a platform for experimenting QoS-driven self-adaptation policies for service oriented systems”,  Software Engineering for Self-Adaptive Systems: Assurances, Springer LNCS. doi: http://dx.doi.org/10.4230/DagRep.3.12.67 [PDF]
• BC1. V. Cardellini, V. Di Valerio, S. Iannucci, F. Lo Presti, “Service-oriented systems for adaptive management of service composition”, Adaptive Web Services for Modular and Reusable Software Development: Tactics and Solutions, G. Ortiz and X. Cubo (eds.), IGI Global, pp. 161–195, 2013. doi: http://dx.doi.org/10.4018/978-1-4666-2089-6.ch006  [PDF]

Proceedings of International Conferences and Workshops

• IC12. S. Iannucci, O. D. Barba, V. Cardellini, I. Banicescu. “A Performance Evaluation of Deep Reinforcement Learning for Model-Based Intrusion Response”. In Proc. of IEEE 1st International Workshop on Self-Protecting Systems, Umea, Sweden, July 2019. [PDF]
• IC11. S. Iannucci, A. Montemaggio, B. Williams. “Towards Self-Defense of Non-Stationary Systems”. In Proc. of IEEE International Conference on Computing, Networking and Communications (ICNC 2019), 2019. doi: https://doi.org/10.1109/ICCNC.2019.8685487 [PDF]
• IC10. H.A. Kholidy, S. Iannucci, Q. Chen, S. Abdelwahed, J. Hamilton, S. Sengupta. “Attacks Detection in SCADA Systems Using an Improved Non-Nested Generalized Exemplars Algorithm”. Proc. of IEEE 12th International Conference on Computer Engineering & Systems (ICCES 2017), Cairo, Egypt, December 2017. doi: https://doi.org/10.1109/ICCES.2017.8275377 [PDF]
• IC9. S.Iannucci, H. Kholidy, A. Ghimire, R. Jia, S. Abdelwahed, I. Banicescu, “A Comparison of Graph-Based Synthetic Data Generators for Benchmarking Next-Generation Intrusion Detection Systems”, Proc. of IEEE Cluster 2017, Honolulu, Hawaii, September 2017. doi: https://doi.org/10.1109/CLUSTER.2017.54 [PDF]
• IC8. S. Iannucci, Q. Chen, S. Abdelwahed, “High-Performance Intrusion Response Planning on Many-Core Architectures”, Proceedings of the IEEE Workshop on Network Security Analytics and Automation (NSAA 2016) (in conjunction with the IEEE 25th International Conference on Computer Communication and Networks), Waikoloa, Hawaii, August 2016. doi: https://doi.org/10.1109/ICCCN.2016.7568529 [PDF]
• IC7. S. Iannucci, S. Abdelwahed, “A Probabilistic Approach to Autonomic Security Management”, Proc. of IEEE  13th International Conference on Autonomic Computing (ICAC 2016), Wurzburg, Germany, July 2016. doi: https://doi.org/10.1109/ICAC.2016.12 [PDF]
• IC6. E. Casalicchio, S. Iannucci, L. Silvestri, “Cloud Desktop Workload: a Characterization Study”, Proc. of IEEE 3rd International Conference on Cloud Engineering, Tempe, AZ, March 2015. doi: http://dx.doi.org/10.1109/IC2E.2015.25 [PDF]
• IC5. V. Cardellini, S. Iannucci, “Designing a flexible and modular architecture for a private cloud: a case study”, Proc. of 6th International Workshop on Virtualization Technologies in Distributed Computing (VTDC 2012) (in conjunction with the 21st International ACM Symposium on High-Performance Parallel and Distributed Computing), Delft, The Netherlands, pp. 37-44, June 2012. doi: http://dx.doi.org/10.1145/2287056.2287067 [PDF]
• IC4. V. Cardellini, V. Di Valerio, V. Grassi, S. Iannucci, F. Lo Presti, “A new approach to QoS driven service selection in service oriented architectures”, Proc. of IEEE 6th International Symposium on Service-Oriented System Engineering (IEEE SOSE 2011), Irvine, CA, pp. 102-113, Dec. 2011. doi: http://dx.doi.org/10.1109/SOSE.2011.6139098 (acceptance rate: 33 % ) Best paper award [PDF]
• IC3. V. Cardellini, V. Di Valerio, V. Grassi, S. Iannucci, F. Lo Presti, “A performance comparison of QoS-driven service selection approaches”, Proc. of 4th European ServiceWave Conference (ServiceWave 2011), Poznam, Poland, Lecture Notes in Computer Science Vol. 6994, Springer, pp. 167–178, Oct. 2011. doi: http://dx.doi.org/10.1007/978-3-642-24755-2_16 [PDF]
• IC2. A. Bellucci, V. Cardellini, V. Di Valerio, S. Iannucci, “A scalable and highly available brokering service for SLA-based composite services”, Proc. of 8th International Conference on Service Oriented Computing (ICSOC 2010), San Francisco, CA, Lecture Notes in Computer Science Vol. 6470, Springer, pp. 527–541, Dec. 2010. doi: http://dx.doi.org/10.1007/978-3-642-17358-5_36 (acceptance rate: 36/234 = 15.4 % ) [PDF]
• IC1. V. Cardellini, S. Iannucci, “Designing a broker for QoS driven runtime adaptation of SOA applications”, Proc. of IEEE International Conference on Web Services (ICWS 2010), Applications and Industry Track, Miami, FL, pp. 504–511, July 2010. doi: http://dx.doi.org/10.1109/ICWS.2010.77 (acceptance rate: 17.5%) [PDF]