Christian Cabrera Jojoa

2023

• Cabrera, C., Svorobej, S., Palade, A., Kazmi, A., Clarke, S., MAACO: A Dynamic Service Placement Model for Smart Cities. IEEE Transactions on Services Computing (TSC). IEEE (2023).
• Cabrera, C., Paleyes, A., Thodoroff, P., Lawrence, N., Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective. Pre-print (arXiv). (2023).
• Cardozo, N., Dusparic, I., Cabrera, C. Prevalence of Code Smells in Reinforcement Learning Projects. 2nd International Conference on AI Engineering (CAIN). (2023).

2022

• Cabrera, C., Clarke, S. A Self-Adaptive Service Discovery Model for Smart Cities. IEEE Transactions on Services Computing (TSC). IEEE (2022).
• Tabatabaee, H., Chaudhry, S., Kazmi, A., Palade, A., Cabrera, C., White, G., Clarke, S., Dynamic Service Placement in Multi-Access Edge Computing: A Systematic Literature Review. IEEE Access. IEEE(2022).
• Paleyes, A., Cabrera, C., Lawrence, N., An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context. 1st International Conference on AI Engineering (CAIN). (2022).

2021

• Cabrera, C., Clarke, S., A Reinforcement Learning-Based Service Model for the Internet of Things. 19th International Conference on Service Oriented Computing (ICSOC). ACM(2021).
• Paleyes, A., Cabrera, C., Lawrence, N., Towards better data discovery and collection with flow-based programming. Data-centric AI (DCAI) Workshop (2021).

2020

• Rojas, E., Bastidas, V., Cabrera, C., Cities-Board: A Framework to Automate the Development of Smart Cities Dashboards. IEEE Internet of Things Journal. IEEE (2020).
• White, G., Cabrera, C., Palade, A., Li, F., Clarke, S. WasteNet: Waste Classification at the Edge for Smart Bins. arXiv preprint arXiv:2006.05873. arXiv (2020).
• Palade, A., Mukhopadhyay, A., Kazmi, A., Cabrera, C., Nomayo, E., Iosifidis, G., Ruffini, M., Clarke, S. A Swarm-based Approach for Function Placement in Federated Edges International Conference on Services Computing. IEEE (2020).
• Cabrera, C., Palade, A., White, G., Clarke, S. An Urban-driven Service Request Management Model. International Conference on Pervasive Computing and Communications (PerCom). IEEE (2020).

2019

• White, G., Palade, A., Cabrera, C., Clarke, S. Autoencoders for QoS Prediction at the Edge. International Conference on Pervasive Computing and Communications (PerCom). IEEE (2019).
• Li, F., Cabrera, C., Clarke, S. A WS-Agreement Based SLA Ontology for IoT Services. International Conference on Internet of Things (ICIOT). Springer (2019).

2018

• Cabrera, C., Palade, A., White, G., Clarke, S. Services in IoT: A Service Planning Model based on Consumer Feedback. 16th International Conference on Service Oriented Computing (ICSOC). Springer(2018).
• Palade, A., Cabrera, C., White, G., Clarke, S. Stigmergic Service Composition and Adaptation in Mobile Environments. 16th International Conference on Service Oriented Computing (ICSOC). Springer(2018).
• Cabrera, C., Palade, A., White, G., Clarke, S. The right service at the right place: A service model for smart cities. International Conference on Pervasive Computing and Communications (PerCom). IEEE (2018).
• White, G., Palade, A., Cabrera, C., Clarke, S. IoTPredict: Collaborative QoS Prediction in IoT. International Conference on Pervasive Computing and Communications (PerCom). IEEE (2018).
• Palade, A., Cabrera, C., Li, F., White, G., Razzaque, M., Clarke, S. Middleware for internet of things: an evaluation in a small-scale IoT environment. Journal of Reliable Intelligent Environments. Springer(2018).
• White, G., Cabrera, C., Palade, A., Clarke, S. Augmented Reality in IoT. International Conference on Service-Oriented Computing Workshops (ICSOC). Springer (2018).

2017

• Cabrera, C., Palade, A., Clarke, S. An evaluation of service discovery protocols in the internet of things. 32nd Symposium on Applied Computing (SAC). ACM (2017).
• Cabrera, C., Li, F., Nallur, V., Palade, A., Razzaque, M., White, G., Clarke, S. Implementing heterogeneous, autonomous, and resilient services in iot: An experience report. 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM). IEEE (2017).
• Palade, A., Cabrera, C., White, G., Razzaque, M., Clarke, S. Middleware for Internet of Things: A quantitative evaluation in small scale. 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM). IEEE (2017).
• White, G., Palade, A., Cabrera, C., Clarke, S. Quantitative evaluation of qos prediction in iot. 47th International Conference on Dependable Systems and Networks Workshops (DSN-W). IEEE (2017).

2014

• Cabrera, C., Mariño, O. Domain Specific Language for Handling Modular Ontologies. 9th Computing Colombian Conference (9CCC). IEEE (2014).
• Cabrera, C. Sedea: Prototipo de sistema experto para el diagnóstico de enfermedades autoinmunes de órgano basado en internist. Revista Universidad y Salud (2014).

Theses

• Ph.D.'s Thesis: uDiscovery: An Urban-Centric Model for Service Discovery in Smart Cities. School of Computer Science & Statistics. Discipline of Computer Science. Trinity College Dublin (2020).
• Master's Thesis: MOWL: Lenguaje de Dominio Específico para la Manipulación de Ontologías Modulares. Systems Engineering and Computing Department. Los Andes University (2014).