Alessio Gambi

Professor Department of Science and Technology

  • Alessio Gambi, PhD | Professor Department of Science and Technology - IMC Fachhochschule Krems

    Alessio Gambi, PhD

    Professor Department of Science and Technology
    Institut Digitalisierung und Informatik

    IMC Campus KremsIMC Campus Trakt G
  • Automatisierte Softwarequalität
  • Cloud computing
  • Selbstanpassende und autonome Systeme
  • Informatics
    Bachelor of Science in Engineering / Vollzeit
  • Birchler, Ch., Ganz, N., Khatiri, S., Gambi, A., Panichella, S. (2022): Cost-effective simulation-based Test Selection in Self-driving cars software with SDC-Scissor. In Birchler, Ch., Ganz, N., Khatiri, S., Gambi, A., Panichella, S. (Hrsg.), 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) (164-168). New York: Institute of Electrical and Electronics Engineers.

    Doi: https://doi.org/10.1109/SANER53432.2022.00030
  • Gambi, A., Jahangirova, G., Riccio, V., Zampetti, F. (Hrsg.). (2022): SBST Tool Competition 2022. New York: Institute of Electrical and Electronics Engineers.

    Doi: https://doi.org/10.1145/3526072.3527538
  • Zohdinasab, T., Riccio, V., Gambi, A., Tonella, P. (2022): Efficient and effective Feature Space Exploration for testing deep learning systems. ACM Transactions on Software Engineering and Methodology.

    Doi: https://doi.org/10.1145/3544792
  • Nguyen, V., Gambi, A., Ahmed, J., Fraser, G. (2022): CRISCE: Towards Generating Test Cases from Accident Sketches. In Nguyen, V., Gambi, A., Ahmed, J., Fraser, G. (Hrsg.), 2022 IEEE/ACM 44th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) (339-340). New York: Institute of Electrical and Electronics Engineers.

    Doi: https://doi.org/10.1145/3510454.3528642
  • Khatiri, S., Birchler, Ch., Bosshard, B., Gambi, A., Panichella, S. (2021): Machine Learning-based Test Selection for Simulation-based Testing of Self-driving Cars Software. CoRR, abs/2111.04666.

    Doi: https://doi.org/10.48550/arXiv.2111.04666
  • Nguyen, V., Huber, St., Gambi, A. (2021): SALVO: Automated Generation of Diversified Tests for Self-driving Cars from Existing Maps. In - (Hrsg.), 2021 IEEE International Conference on Artificial Intelligence Testing, AITest 2021, Oxford, United Kingdom, August 23-26, 2021 (128--135). Oxford: IEEE.

    Doi: https://doi.org/10.1109/AITEST52744.2021.00033
  • Panichella, S., Gambi, A., Zampetti, F., Riccio, V. (2021): SBST Tool Competition 2021. In - (Hrsg.), 14th IEEE/ACM International Workshop on Search-Based Software Testing, SBST 2021, Madrid, Spain, May 31, 2021 (20--27). Madrid: IEEE.

    Doi: https://doi.org/10.1109/SBST52555.2021.00011
  • Zohdinasab, T., Riccio, V., Gambi, A., Tonella, P. (2021): DeepHyperion: Exploring the Feature Space of Deep Learning-Based Systems through Illumination Search. CoRR, abs/2107.06997.

    Doi: https://doi.org/10.48550/arXiv.2107.06997
  • Zohdinasab, T., Riccio, V., Gambi, A., Tonella, P. (2021): DeepHyperion: exploring the feature space of deep learning-based systems through illumination search. In Cristian Cadar and Xiangyu Zhang (Hrsg.), ISSTA 21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, Denmark, July 11-17, 2021 (79--90). Denmark, Virtual Event: ACM.

    Doi: https://doi.org/10.1145/3460319.3464811
  • Devroey, X., Gambi, A., Galeotti, J.-P., Just, R., Kifetew, F.-M., Panichella, A., Panichella, S. (2021): JUGE: An Infrastructure for Benchmarking Java Unit Test Generators. CoRR, abs/2106.07520.

    Doi: https://doi.org/10.48550/arXiv.2106.07520
  • Devroey, X., Panichella, S., Gambi, A. (2020): Java Unit Testing Tool Competition: Eighth Round. In - (Hrsg.), ICSE 20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June - 19 July, 2020 (545--548). Seoul: ACM.

    Doi: https://doi.org/10.1145/3387940.3392265
  • Gambi, A., Huynh, T., Fraser, G. (2019): Automatically reconstructing car crashes from police reports for testing self-driving cars. In Joanne M. Atlee and Tevfik Bultan and Jon Whittle (Hrsg.), Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, ICSE 2019, Montreal, QC, Canada, May 25-31, 2019 (290--291). Montreal: IEEE / ACM.

    Doi: https://doi.org/10.1109/ICSE-Companion.2019.00119
  • Gambi, A., Müller, M., Fraser, G. (2019): AsFault: testing self-driving car software using search-based procedural content generation. In Atlee, J.-M., Bultan, T., Whittle, J. (Hrsg.), Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, ICSE 2019, Montreal, QC, Canada, May 25-31, 2019 (27-30). Montreal: IEEE / ACM.

    Doi: https://doi.org/10.1109/ICSE-Companion.2019.00030
  • Huynh, T., Gambi, A., Fraser, G. (2019): AC3R: automatically reconstructing car crashes from police reports. In Atlee, J.-M., Bultan, T., Whittle, J. (Hrsg.), Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, ICSE 2019, Montreal, QC, Canada, May 25-31, 2019 (31--34). Montreal: IEEE / ACM.

    Doi: https://doi.org/10.1109/ICSE-Companion.2019.00031
  • Gambi, A., Huynh, T., Fraser, G. (2019): Generating effective test cases for self-driving cars from police reports. In Dumas, M., Pfahl, D., Apel, S., Russo, A. (Hrsg.), Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/SIGSOFT FSE 2019, Tallinn, Estonia, August 26-30, 2019 (257--267). Tallin: ACM.

    Doi: https://doi.org/10.1145/3338906.3338942
  • Gambi, A., Müller, M., Fraser, G. (2019): Automatically testing self-driving cars with search-based procedural content generation. In Zhang, D., Moller, A. (Hrsg.), Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2019, Beijing, China, July 15-19, 2019 (318--328). Beijing: ACM.

    Doi: https://doi.org/10.1145/3293882.3330566
  • Fraser, G., Gambi, A., Kreis, M., Rojas, J.-M., (2019): Gamifying a Software Testing Course with Code Defenders. In Hawthorne, E.-K., Perez-Quinones, M.-A., Heckman, S., Zhang, J. (Hrsg.), Proceedings of the 50th ACM Technical Symposium on Computer Science Education, SIGCSE 2019, Minneapolis, MN, USA, February 27 - March 02, 2019 (571--577). Minneapolis: ACM.

    Doi: https://doi.org/10.1145/3287324.3287471
  • Fraser, G., Gambi, A., Rojas, J.-M. (2018): A Preliminary Report on Gamifying a Software Testing Course with the Code Defenders Testing Game. In Mottok, J. (Hrsg.), Proceedings of the 3rd European Conference of Software Engineering Education, ECSEE 2018, Seeon Monastery, Bavaria, Germany, June 14-15, 2018 (50-54). Seeon, Germany: ACM.

    Doi: https://doi.org/10.1145/3209087.3209103
  • Gambi, A., Bell, J., Zeller, A. (2018): Practical Test Dependency Detection. In - (Hrsg.), 11th IEEE International Conference on Software Testing, Verification and Validation, ICST 2018, Västeraas, Sweden, April 9-13, 2018 (1--11). Västeras, Sweden: IEEE Computer Society.

    Doi: https://doi.org/10.1109/ICST.2018.00011
  • Gambi, A., Kappler, S., Lampel, J., Zeller, A. (2017): CUT: automatic unit testing in the cloud. In Bultan, T., Sen, K. (Hrsg.), Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis, Santa Barbara, CA, USA, July 10 - 14, 2017 (364--367). Santa Barbara, USA: ACM.

    Doi: https://doi.org/10.1145/3092703.3098222
  • Havrikov, N., Gambi, A., Zeller, A., Arcuri, A., Galeotti, J.-P. (2017): Generating Unit Tests with Structured System Interactions. In - (Hrsg.), 12th IEEE/ACM International Workshop on Automation of Software Testing, [email protected] 2017, Buenos Aires, Argentina, May 20-21, 2017 (30--33). Buenos Aires: IEEE Computer Society.

    Doi: https://doi.org/10.1109/AST.2017.2
  • Gambi, A., Gorla, A., Zeller, A. (2017): O!Snap: Cost-Efficient Testing in the Cloud. In - (Hrsg.), 2017 IEEE International Conference on Software Testing, Verification and Validation, ICST 2017, Tokyo, Japan, March 13-17, 2017 (454--459). Tokio: IEEE Computer Society.

    Doi: https://doi.org/10.1109/ICST.2017.51
  • Gambi, A., Mayr-Dorn, Ch., Zeller, A. (2017): Model-based testing of end-user collaboration intensive systems. In Seffah, A., Penzenstadler, B., Alves, C., Peng, X. (Hrsg.), Proceedings of the Symposium on Applied Computing, SAC 2017, Marrakech, Morocco, April 3-7, 2017 (1213--1218). Marrakesch: ACM.

    Doi: https://doi.org/10.1145/3019612.3019778
  • Gambi, A., Pezze, M., Toffetti, G. (2016): Kriging-Based Self-Adaptive Cloud Controllers. IEEE Trans. Serv. Comput., 9(3): 368--381.

    Doi: https://doi.org/10.1109/TSC.2015.2389236
  • Gambi, A., Zabolotnyi, R., Dustdar, Sch. (2015): Poster: Improving Cloud-Based Continuous Integration Environments. In Bertolino, A., Canfora, G., Elbaum, S.-G. (Hrsg.), 37th IEEE/ACM International Conference on Software Engineering, ICSE 2015, Florence, Italy, May 16-24, 2015, Volume 2 (797--798). Florenz: IEEE Computer Society.

    Doi: https://doi.org/10.1109/ICSE.2015.253
  • Dustdar, Sch., Gambi, A., Krenn, W., Nickovic, D. (2015): A Pattern-Based Formalization of Cloud-Based Elastic Systems. In Babar, M.-A., Paik, H.-Y., Chetlur, M., Bauer, M., Sharifloo, A.-M. (Hrsg.), 7th IEEE/ACM International Workshop on Principles of Engineering Service-Oriented and Cloud Systems, PESOS 2015, Florence, Italy, May 23, 2015 (31-37). Florenz: IEEE Computer Society.

    Doi: https://doi.org/10.1109/PESOS.2015.13
  • Truong, H.-L., Dustdar, Sch., Copil, G., Gambi, A., Hummer, W., Le, D.-H., Moldovan, D. (2014): CoMoT - A Platform-as-a-Service for Elasticity in the Cloud. In - (Hrsg.), 2014 IEEE International Conference on Cloud Engineering, Boston, MA, USA, March 11-14, 2014 (619--622). Boston: IEEE Computer Society.

    Doi: https://doi.org/10.1109/IC2E.2014.44
  • Bersani, M., Bianculli, D., Dustdar, Sch., Gambi, A., Ghezzi, C., Krstic, S. (2014): Towards the formalization of properties of cloud-based elastic systems. In Babar, M., Paik, H.-Y., Chetlur, M., Bauer, M. (Hrsg.), Proceedings of the 6th International Workshop on Principles of Engineering Service-Oriented and Cloud Systems, PESOS 2014, Hyderabad, India, May 31, 2014 (38--47). Hyderabad, India: ACM.

    Doi: https://doi.org/10.1145/2593793.2593798
  • Gambi, A., Moldovan, D., Copil, G., Truong, H.-L., Dustdar, Sch. (2013): On estimating actuation delays in elastic computing systems. In Litoiu, M., Mylopoulos, J. (Hrsg.), Proceedings of the 8th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2013, San Francisco, CA, USA, May 20-21, 2013 (33-42). San Francisco: IEEE Computer Society.

    Doi: https://doi.org/10.1109/SEAMS.2013.6595490
  • Leitner, Ph., Zabolotnyi, R., Gambi, A., Dustdar, Sch. (2013): A Framework and Middleware for Application-Level Cloud Bursting on Top of Infrastructure-as-a-Service Clouds. In - (Hrsg.), IEEE/ACM 6th International Conference on Utility and Cloud Computing, UCC 2013, Dresden, Germany, December 9-12, 2013 (163--170). Dresden: IEEE Computer Society.

    Doi: https://doi.org/10.1109/UCC.2013.39
  • Gambi, A., Hummer, W., Dustdar, Sch. (2013): Automated testing of cloud-based elastic systems with AUToCLES. In Ewen Denney and Tevfik Bultan and Andreas Zeller (Hrsg.), 2013 28th IEEE/ACM International Conference on Automated Software Engineering, ASE 2013, Silicon Valley, CA, USA, November 11-15, 2013 (714--717). Silicon Valley: IEEE.

    Doi: https://doi.org/10.1109/ASE.2013.6693140
  • Gambi, A., Hummer, W., Truong, H.-L., Dustdar, Sch. (2013): Testing Elastic Computing Systems. IEEE Internet Comput., 17(6): 76-82.

    Doi: https://doi.org/10.1109/MIC.2013.119
  • Gambi, A., Pautasso, C. (2013): RESTful business process management in the cloud. In - (Hrsg.), 5th International ICSE Workshop on Principles of Engineering Service-Oriented Systems, PESOS 2013, May 26, 2013, San Francisco, CA, USA (1--10). San Francisco: IEEE Computer Society.

    Doi: https://doi.org/10.1109/PESOS.2013.6635971
  • Gambi, A., Hummer, W., Dustdar, Sch. (2013): Testing elastic systems with surrogate models. In Paige, R., Harman, M., Williams, J. (Hrsg.), 1st International Workshop on Combining Modelling and Search-Based Software Engineering, [email protected] 2013, San Francisco, CA, USA, May 20, 2013 (8-11). San Francisco: IEEE Computer Society.

    Doi: https://doi.org/10.1109/CMSBSE.2013.6604429
  • Gambi, A., Filieri, A., Dustdar, Sch. (2013): Iterative test suites refinement for elastic computing systems. In Bertrand Meyer and Luciano Baresi and Mira Mezini (Hrsg.), Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, ESEC/FSE13, Saint Petersburg, Russian Federation, August 18-26, 2013 (635--638). St. Petersburg: ACM.

    Doi: https://doi.org/10.1145/2491411.2494579
  • Gambi, A., Toffetti, G., Pezze, M. (2013): Assurance of Self-adaptive Controllers for the Cloud. In Camara, J., de Lemos, R., Ghezzi, C., Lopes, A. (Hrsg.), Assurances for Self-Adaptive Systems - Principles, Models, and Techniques (311--339). -: Springer.

    Doi: https://doi.org/10.1007/978-3-642-36249-1\_12
  • Gambi, A., Toffetti, G., Pautasso, C., Pezze, M. (2013): Kriging Controllers for Cloud Applications. IEEE Internet Comput., 17(4): 40-47.

    Doi: https://doi.org/10.1109/MIC.2012.142
  • Gambi, A., Toffetti, G. (2012): Modeling Cloud performance with Kriging. In Glinz, M., Murphy, G.-C., Pezze, M. (Hrsg.), 34th International Conference on Software Engineering, ICSE 2012, June 2-9, 2012, Zurich, Switzerland (1439--1440). Zurich: IEEE Computer Society.

    Doi: https://doi.org/10.1109/ICSE.2012.6227075
  • Gambi, A., Toffetti, G., Comai, S. (2010): Model-Driven Web Engineering Performance Prediction with Layered Queue Networks. In Daniel, F., Facca, F.-M. (Hrsg.), Current Trends in Web Engineering - 10th International Conference on Web Engineering, ICWE 2010 Workshops, Vienna, Austria, July 2010, Revised Selected Papers (25--36). Vienna: Springer.

    Doi: https://doi.org/10.1007/978-3-642-16985-4\_3
  • Toffetti, G., Gambi, A., Pezze, M., Pautasso, C. (2010): Engineering Autonomic Controllers for Virtualized Web Applications. In Benatallah, B., Casati, F., Kappel, G., Rossi, G. (Hrsg.), Web Engineering, 10th International Conference, ICWE 2010, Vienna, Austria, July 5-9, 2010. Proceedings (66--80). Vienna: Springer.

    Doi: https://doi.org/10.1007/978-3-642-13911-6\_5
  • Gambi, A., Toffetti, G., Pezze, M. (2010): Protecting SLAs with surrogate models. In Lewis, G.-A., Metzger, A., Pistore, M., Smith, D.-B., Zisman, A. (Hrsg.), Proceedings of the 2nd International Workshop on Principles of Engineering Service-Oriented Systems, PESOS 2010, Cape Town, South Africa, May 1-2, 2010 (71-77). Cape Town: ACM.

    Doi: https://doi.org/10.1145/1808885.1808900
  • Gambi, A., Pezze, M., Young, M. (2009): SLA Protection models for virtualized data centers. In - (Hrsg.), 2009 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2009, Vancouver, BC, Canada, May 18-19, 2009 (10--19). Vancouver: IEEE Computer Society.

    Doi: https://doi.org/10.1109/SEAMS.2009.5069069
  • Di Nitto, E., Di Penta, M., Gambi, A., Ripa, G., Villani, M.-L. (2007): Negotiation of Service Level Agreements: An Architecture and a Search-Based Approach. In Krämer, B.-J., Lin, K.-J., Narasimhan, P. (Hrsg.), Service-Oriented Computing - ICSOC 2007, Fifth International Conference, Vienna, Austria, September 17-20, 2007, Proceedings (295--306). Vienna: Springer.

    Doi: https://doi.org/10.1007/978-3-540-74974-5\_24