Panos Patros

According to our database, Panos Patros authored at least 27 papers between 2019 and 2024.

Collaborative distances:

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

2024

Real-time system call-based ransomware detection.

Christopher Jun-Wen Chew, Vimal Kumar, Panos Patros, Robi Malik

Int. J. Inf. Sec., June, 2024

Android Crypto Ransomware System Call Dataset.

Christopher Jun-Wen Chew, Vimal Kumar, Panos Patros, Robi Malik

Dataset, January, 2024

Modern Computing: Vision and Challenges.

Sukhpal Singh Gill, Huaming Wu, Panos Patros, Carlo Ottaviani, Priyansh Arora, Victor Casamayor-Pujol, David Haunschild, Ajith Kumar Parlikad, Oktay Cetinkaya, Hanan Lutfiyya, Vlado Stankovski, Ruidong Li, Yuemin Ding, Junaid Qadir, Ajith Abraham, Soumya K. Ghosh, Houbing Herbert Song, Rizos Sakellariou, Omer F. Rana, Joel J. P. C. Rodrigues, Salil S. Kanhere, Schahram Dustdar, Steve Uhlig, Kotagiri Ramamohanarao, Rajkumar Buyya

CoRR, 2024

Self-Adaptation in Industry: A Survey.

Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Thomas Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione

Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

2023

Self-Adaptation in Industry: A Survey.

Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Tomás Bures, Amleto Di Salle, Matthias Galster, Patricia Lago, Grace A. Lewis, Marin Litoiu, Angelika Musil, Juergen Musil, Panos Patros, Patrizio Pelliccione

ACM Trans. Auton. Adapt. Syst., June, 2023

Rural AI: Serverless-Powered Federated Learning for Remote Applications.

Panos Patros, Melanie Ooi, Victoria Huang, Michael Mayo, Chris Anderson, Stephen Burroughs, Matt Baughman, Osama Almurshed, Omer F. Rana, Ryan Chard, Kyle Chard, Ian T. Foster

IEEE Internet Comput., 2023

Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech.

Jarod Govers, Philip Feldman, Aaron Dant, Panos Patros

ACM Comput. Surv., 2023

Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots.

Sukhpal Singh Gill, Minxian Xu, Panos Patros, Huaming Wu, Rupinder Kaur, Kamalpreet Kaur, Stephanie Fuller, Manmeet Singh, Priyansh Arora, Ajith Kumar Parlikad, Vlado Stankovski, Ajith Abraham, Soumya K. Ghosh, Hanan Lutfiyya, Salil S. Kanhere, Rami Bahsoon, Omer F. Rana, Schahram Dustdar, Rizos Sakellariou, Steve Uhlig, Rajkumar Buyya

CoRR, 2023

Prompt-GAN-Customisable Hate Speech and Extremist Datasets via Radicalised Neural Language Models.

Jarod Govers, Philip Feldman, Aaron Dant, Panos Patros

Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

2022

Benchmarking and learning garbage collection delays for resource-restricted graphical user interfaces.

Harry McCarthy, Abigail M. Y. Koay, Michael Dawson, Kenneth B. Kent, Panos Patros

Softw. Pract. Exp., 2022

AI for next generation computing: Emerging trends and future directions.

Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer F. Rana, Ivona Brandic, Steve Uhlig

Internet Things, 2022

Surgical Tool Datasets for Machine Learning Research: A Survey.

Mark Rodrigues, Michael Mayo, Panos Patros

Int. J. Comput. Vis., 2022

FLoX: Federated Learning with FaaS at the Edge.

Nikita Kotsehub, Matt Baughman, Ryan Chard, Nathaniel Hudson, Panos Patros, Omer F. Rana, Ian T. Foster, Kyle Chard

Proceedings of the 18th IEEE International Conference on e-Science, 2022

Evaluation of Deep Learning Techniques on a Novel Hierarchical Surgical Tool Dataset.

Mark Rodrigues, Michael Mayo, Panos Patros

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

Adaptive Edge-Cloud Environments for Rural AI.

Osama Almurshed, Panos Patros, Victoria Huang, Michael Mayo, Melanie Ooi, Ryan Chard, Kyle Chard, Omer F. Rana, Harshaan Nagra, Matt Baughman, Ian T. Foster

Proceedings of the IEEE International Conference on Services Computing, 2022

2021

Toward Sustainable Serverless Computing.

Panos Patros, Josef Spillner, Alessandro V. Papadopoulos, Blesson Varghese, Omer F. Rana, Schahram Dustdar

IEEE Internet Comput., 2021

Consistent Resource Utilization for Cross-Platform and Replicable Load-Testing: a Position Paper.

Harry McCarthy, Vladimir Podolskiy, Michael Gerndt, Panos Patros

Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2021

Interpretable Deep Learning for Surgical Tool Management.

Mark Rodrigues, Michael Mayo, Panos Patros

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

Towards Embedding Data Provenance in Files.

Thye Way Phua, Panos Patros, Vimal Kumar

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

Who is the Ringleader? Modelling Influence in Discourse using Doc2Vec.

Priyank Vyas, Tony Smith, Philip Feldman, Aaron Dant, Andreea Calude, Panos Patros

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

Towards Autoscaling with Guarantees on Kubernetes Clusters.

Stephen Burroughs, Helge Dickel, Martin van Zijl, Vladimir Podolskiy, Michael Gerndt, Robi Malik, Panos Patros

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

A Self-Learning Architecture for Digital Twins with Self-Protection.

Chris Anderson, Timothy Gordon Walmsley, Panos Patros

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2020

ESCAPADE: Encryption-Type-Ransomware: System Call Based Pattern Detection.

Christopher Jun-Wen Chew, Vimal Kumar, Panos Patros, Robi Malik

Proceedings of the Network and System Security - 14th International Conference, 2020

Embedding Java Classes with code2vec: Improvements from Variable Obfuscation.

Rhys Compton, Eibe Frank, Panos Patros, Abigail M. Y. Koay

Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020

The weakest link: revealing and modeling the architectural patterns of microservice applications.

Vladimir Podolskiy, Maria Patrou, Panos Patros, Michael Gerndt, Kenneth B. Kent

Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

Insights into WebAssembly: compilation performance and shared code caching in Node.js.

Tobias Nießen, Michael Dawson, Panos Patros, Kenneth B. Kent

Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

2019

Maintaining SLOs of Cloud-Native Applications Via Self-Adaptive Resource Sharing.

Vladimir Podolskiy, Michael Mayo, Abigail M. Y. Koay, Michael Gerndt, Panos Patros

Proceedings of the 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2019