Christian Cabrera

39 papers A* 5A 3B 2C 2Misc 1Journal 18Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Machine Learning Systems: A Survey from a Data-Oriented Perspective. ACM Comput. Surv. Christian Cabrera, Andrei Paleyes, Pierre Thodoroff, Neil D. Lawrence
2025	J	`jnl`	Dynamic Service Placement in Edge Computing: A Comparative Evaluation of Nature-Inspired Algorithms. IEEE Access Aqeel H. Kazmi, Alessandro Staffolani, Tianhao Zhang, Christian Cabrera, Siobhán Clarke
2025	J	`jnl`	LLM Performance for Code Generation on Noisy Tasks. CoRR Radzim Sendyka, Christian Cabrera, Andrei Paleyes, Diana Robinson, Neil D. Lawrence
2025	J	`jnl`	Prompt Variability Effects On LLM Code Generation. CoRR Andrei Paleyes, Radzim Sendyka, Diana Robinson, Christian Cabrera, Neil D. Lawrence
2025	J	`jnl`	Requirements Are All You Need: The Final Frontier for End-User Software Engineering. ACM Trans. Softw. Eng. Methodol. Diana Robinson, Christian Cabrera, Andrew D. Gordon, Neil D. Lawrence, Lars Mennen
2025	—	`conf`	The Systems Engineering Approach in Times of Large Language Models. HICSS Christian Cabrera, Viviana Bastidas, Jennifer Schooling, Neil D. Lawrence
2024	J	`jnl`	Requirements are All You Need: The Final Frontier for End-User Software Engineering. CoRR Diana Robinson, Christian Cabrera, Andrew D. Gordon, Neil D. Lawrence, Lars Mennen
2024	—	`conf`	Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation. SATrends Christian Cabrera, Andrei Paleyes, Neil D. Lawrence
2024	—	`conf`	Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation. SATrends@ICSE Christian Cabrera, Andrei Paleyes, Neil David Lawrence
2024	J	`jnl`	Self-sustaining Software Systems (S4): Towards Improved Interpretability and Adaptation. CoRR Christian Cabrera, Andrei Paleyes, Neil D. Lawrence
2024	J	`jnl`	The Systems Engineering Approach in Times of Large Language Models. CoRR Christian Cabrera, Viviana Bastidas, Jennifer Schooling, Neil D. Lawrence
2024	—	`ed.`	UK AI Conference, 22 November 2024, The Exchange, University of Birmingham, Birmingham, United Kingdom. UK AI Alistair Benford, Christian Cabrera, Sarah Kiden, Arianna Salili-James, Vincent Gbouna Zakka
2023	J	`jnl`	MAACO: A Dynamic Service Placement Model for Smart Cities. IEEE Trans. Serv. Comput. Christian Cabrera, Sergej Svorobej, Andrei Palade, Aqeel H. Kazmi, Siobhán Clarke
2023	B	`conf`	Prevalence of Code Smells in Reinforcement Learning Projects. CAIN Nicolás Cardozo, Ivana Dusparic, Christian Cabrera
2023	J	`jnl`	Prevalence of Code Smells in Reinforcement Learning Projects. CoRR Nicolás Cardozo, Ivana Dusparic, Christian Cabrera
2023	J	`jnl`	Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective. CoRR Christian Cabrera, Andrei Paleyes, Pierre Thodoroff, Neil D. Lawrence
2022	J	`jnl`	A Self-Adaptive Service Discovery Model for Smart Cities. IEEE Trans. Serv. Comput. Christian Cabrera, Siobhán Clarke
2022	J	`jnl`	An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context. CoRR Andrei Paleyes, Christian Cabrera, Neil D. Lawrence
2022	B	`conf`	An empirical evaluation of flow based programming in the machine learning deployment context. CAIN Andrei Paleyes, Christian Cabrera, Neil D. Lawrence
2022	J	`jnl`	Dynamic Service Placement in Multi-Access Edge Computing: A Systematic Literature Review. IEEE Access Hadi Tabatabaee Malazi, Saqib Rasool Chaudhry, Aqeel H. Kazmi, Andrei Palade, Christian Cabrera, Gary White, Siobhán Clarke
2021	A	`conf`	A Reinforcement Learning-Based Service Model for the Internet of Things. ICSOC Christian Cabrera, Siobhán Clarke
2021	J	`jnl`	Exploring the potential of flow-based programming for machine learning deployment in comparison with service-oriented architectures. CoRR Andrei Paleyes, Christian Cabrera, Neil D. Lawrence
2020	—	`conf`	A Swarm-based Approach for Function Placement in Federated Edges. SCC Andrei Palade, Atri Mukhopadhyay, Aqeel H. Kazmi, Christian Cabrera, Evelyn Nomayo, Georgios Iosifidis, Marco Ruffini, Siobhán Clarke
2020	A*	`conf`	An Urban-driven Service Request Management Model. PerCom Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke
2020	A*	`conf`	Artifact Abstract: An Urban-driven Service Request Management Model. PerCom Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke
2020	J	`jnl`	Cities-Board: A Framework to Automate the Development of Smart Cities Dashboards. IEEE Internet Things J. Elizabeth Rojas, Viviana Bastidas, Christian Cabrera
2020	J	`jnl`	WasteNet: Waste Classification at the Edge for Smart Bins. CoRR Gary White, Christian Cabrera, Andrei Palade, Fan Li, Siobhán Clarke
2019	—	`conf`	A WS-Agreement Based SLA Ontology for IoT Services. ICIOT Fan Li, Christian Cabrera, Siobhán Clarke
2019	A*	`conf`	Autoencoders for QoS Prediction at the Edge. PerCom Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke
2018	—	`conf`	Augmented Reality in IoT. ICSOC Workshops Gary White, Christian Cabrera, Andrei Palade, Siobhán Clarke
2018	A*	`conf`	IoTPredict: Collaborative QoS Prediction in IoT. PerCom Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke
2018	J	`jnl`	Middleware for internet of things: an evaluation in a small-scale IoT environment. J. Reliab. Intell. Environ. Andrei Palade, Christian Cabrera, Fan Li, Gary White, Mohammad Abdur Razzaque, Siobhán Clarke
2018	A	`conf`	Services in IoT: A Service Planning Model Based on Consumer Feedback. ICSOC Christian Cabrera, Andrei Palade, Gary White, Siobhán Clarke
2018	A	`conf`	Stigmergic Service Composition and Adaptation in Mobile Environments. ICSOC Andrei Palade, Christian Cabrera, Gary White, Siobhán Clarke
2018	A*	`conf`	The Right Service at the Right Place: A Service Model for Smart Cities. PerCom Christian Cabrera, Gary White, Andrei Palade, Siobhán Clarke
2017	Misc	`conf`	An evaluation of service discovery protocols in the internet of things. SAC Christian Cabrera, Andrei Palade, Siobhán Clarke
2017	C	`conf`	Implementing heterogeneous, autonomous, and resilient services in IoT: An experience report. WoWMoM Christian Cabrera, Fan Li, Vivek Nallur, Andrei Palade, Mohammad Abdur Razzaque, Gary White, Siobhán Clarke
2017	C	`conf`	Middleware for Internet of Things: A quantitative evaluation in small scale. WoWMoM Andrei Palade, Christian Cabrera, Gary White, Mohammad Abdur Razzaque, Siobhán Clarke
2017	—	`conf`	Quantitative Evaluation of QoS Prediction in IoT. DSN Workshops Gary White, Andrei Palade, Christian Cabrera, Siobhán Clarke