Optimization of Cloud and Internet of Things Ecosystems
The work carried out in this WP is on optimisation issues about secure live virtual machine migration and to explore resource optimisation in edge computing involving the preservation of user privacy through blockchains. The developed prototypes should be included and tested in CloudSimPlus, a framework for simulation of cloud computing infrastructures and services developed in our research group.
Team & Collaborators
- Mário Freire | WP leader
- Pedro Inácio
- Paula Prata
- Chetna Gupta | PostDoc, C4-UBI (11/2019-11/2021)
- Manoel Filho | PhD student, UBI
- Vinicius Rios | Phd student, UBI
- Vanice Cunha | Phd student, UBI
- Eugénio Manuel | Phd student, UBI
- André Prata | Phd student, UBI
- Ana Lima | MSc student, UBI
- Rui Paredes | MSc student, UBI
- João Freire | MSc student, UBI
- David Prata | MSc student, UBI
- Kavadiambuko Lutandila | MSc student, UBI
- Gilberto Gimbi | MSc student, UBI
- Marcos Cavalcanti | MSc student, UBI
- Cunha V., Zavala A., Magoni D., Inácio P., and Freire M. (2022). A Complete Review on the Application of Statistical Methods for Evaluating Internet Traffic Usage. IEEE Access, 10:128433-128455.
- Rios V., Inácio P., Magoni D., Freire M.. (2022). Detection and Mitigation of Low-rate Denial-of-Service Attacks: A Survey. IEEE Access, vol. 10, pp. 76648-76668, 2022.
- Gupta C., Inácio P., Freire M.. (2021). Improving Software Maintenance with Improved Bug Triaging. Journal of King Saud University – Computer and Information Sciences.
- Ferreira A., Gupta C., Inácio P., Freire M.. (2021). Behaviour-based Malware Detection in Mobile Android Platforms Using Machine Learning Algorithms. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 12(4): 62-88.
- Gupta C., Freire M.. (2021). A decentralized blockchain oriented framework for automated bug assignment. Information and Software Technology, 134, 106540. (***)
- Rios V., Inácio P., Magoni D., Freire M.. (2021). Detection of reduction-of-quality DDoS attacks using Fuzzy Logic and machine learning algorithms. Computer Networks, 186, 107792.
(***) Article published in a top 10% most cited journal of the respective field.
- Cunha V., Magoni D., Inácio P., Freire M.. (2022). Impact of Self C Parameter on SVM-based Classification of Encrypted Multimedia Peer-to-Peer Traffic. Advanced Information Networking and Applications, AINA 2022, Lecture Notes in Networks and Systems, vol 449. Springer, Cham.
- Cavalcanti M., Inácio P., Freire M.. (2021). Performance Evaluation of Container-Level Anomaly-Based Intrusion Detection Systems for Multi-Tenant Applications Using Machine Learning Algorithms. In The 16th International Conference on Availability, Reliability and Security (ARES 2021), article 109.
- Cunha V., Zavala A., Inácio P., Magoni D., Freire M.. (2020). Classification of Encrypted Internet Traffic Using Kullback-Leibler Divergence and Euclidean Distance. In Advanced Information Networking and Applications, AINA 2020, Advances in Intelligent Systems and Computing, Volume 1151, Springer, pp. 883–897.
- Análise de Desempenho da Migração de Instâncias em Open-Stack, Master degree Dissertation, Luzimira de Abreu Ribeiro, UBI, March 2019.
- Avaliação de Desempenho das Plataformas Apache Hadoop, Apache Spark e Apache Flink Usando o Benchmark Hibench-master 7, Master degree Dissertation, Isabel Soqui Bongo, UBI, January 2019.