Christian Cabrera

According to our database, Christian Cabrera authored at least 29 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Dynamic Service Placement in Edge Computing: A Comparative Evaluation of Nature-Inspired Algorithms.

Aqeel H. Kazmi, Alessandro Staffolani, Tianhao Zhang, Christian Cabrera, Siobhán Clarke

IEEE Access, 2025

2024

The Systems Engineering Approach in Times of Large Language Models.

Christian Cabrera, Viviana Bastidas, Jennifer Schooling, Neil D. Lawrence

CoRR, 2024

Requirements are All You Need: The Final Frontier for End-User Software Engineering.

Diana Robinson, Christian Cabrera, Andrew D. Gordon, Neil D. Lawrence, Lars Mennen

CoRR, 2024

Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation.

Christian Cabrera, Andrei Paleyes, Neil D. Lawrence

Proceedings of the IEEE/ACM International Workshop New Trends in Software Architecture, 2024

2023

MAACO: A Dynamic Service Placement Model for Smart Cities.

Christian Cabrera, Sergej Svorobej, Andrei Palade, Aqeel H. Kazmi, Siobhán Clarke

IEEE Trans. Serv. Comput., 2023

Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective.

Christian Cabrera, Andrei Paleyes, Pierre Thodoroff, Neil D. Lawrence

CoRR, 2023

Prevalence of Code Smells in Reinforcement Learning Projects.

Nicolás Cardozo, Ivana Dusparic, Christian Cabrera

Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023

2022

A Self-Adaptive Service Discovery Model for Smart Cities.

Christian Cabrera, Siobhán Clarke

IEEE Trans. Serv. Comput., 2022

Dynamic Service Placement in Multi-Access Edge Computing: A Systematic Literature Review.

Hadi Tabatabaee Malazi, Saqib Rasool Chaudhry, Aqeel H. Kazmi, Andrei Palade, Christian Cabrera, Gary White, Siobhán Clarke

IEEE Access, 2022

An empirical evaluation of flow based programming in the machine learning deployment context.

Andrei Paleyes, Christian Cabrera, Neil D. Lawrence

Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022

2021

Exploring the potential of flow-based programming for machine learning deployment in comparison with service-oriented architectures.

Andrei Paleyes, Christian Cabrera, Neil D. Lawrence

CoRR, 2021

A Reinforcement Learning-Based Service Model for the Internet of Things.

Christian Cabrera, Siobhán Clarke

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

2020

Cities-Board: A Framework to Automate the Development of Smart Cities Dashboards.

Elizabeth Rojas, Viviana Bastidas, Christian Cabrera

IEEE Internet Things J., 2020

WasteNet: Waste Classification at the Edge for Smart Bins.

Gary White, Christian Cabrera, Andrei Palade, Fan Li, Siobhán Clarke

CoRR, 2020

Artifact Abstract: An Urban-driven Service Request Management Model.

Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

An Urban-driven Service Request Management Model.

Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

A Swarm-based Approach for Function Placement in Federated Edges.

Andrei Palade, Atri Mukhopadhyay, Aqeel H. Kazmi, Christian Cabrera, Evelyn Nomayo, Georgios Iosifidis, Marco Ruffini, Siobhán Clarke

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

Autoencoders for QoS Prediction at the Edge.

Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke

Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications, 2019

A WS-Agreement Based SLA Ontology for IoT Services.

Fan Li, Christian Cabrera, Siobhán Clarke

Proceedings of the Internet of Things - ICIOT 2019, 2019

2018

Middleware for internet of things: an evaluation in a small-scale IoT environment.

Andrei Palade, Christian Cabrera, Fan Li, Gary White, Mohammad Abdur Razzaque, Siobhán Clarke

J. Reliab. Intell. Environ., 2018

IoTPredict: Collaborative QoS Prediction in IoT.

Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

The Right Service at the Right Place: A Service Model for Smart Cities.

Christian Cabrera, Gary White, Andrei Palade, Siobhán Clarke

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

Augmented Reality in IoT.

Gary White, Christian Cabrera, Andrei Palade, Siobhán Clarke

Proceedings of the Service-Oriented Computing - ICSOC 2018 Workshops, 2018

Stigmergic Service Composition and Adaptation in Mobile Environments.

Andrei Palade, Christian Cabrera, Gary White, Siobhán Clarke

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

Services in IoT: A Service Planning Model Based on Consumer Feedback.

Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

2017

Middleware for Internet of Things: A quantitative evaluation in small scale.

Andrei Palade, Christian Cabrera, Gary White, Mohammad Abdur Razzaque, Siobhán Clarke

Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Implementing heterogeneous, autonomous, and resilient services in IoT: An experience report.

Christian Cabrera, Fan Li, Vivek Nallur, Andrei Palade, Mohammad Abdur Razzaque, Gary White, Siobhán Clarke

Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

An evaluation of service discovery protocols in the internet of things.

Christian Cabrera, Andrei Palade, Siobhán Clarke

Proceedings of the Symposium on Applied Computing, 2017

Quantitative Evaluation of QoS Prediction in IoT.

Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke

Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017