Panos Patros

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Pattern Detection

Resource Utilization

Emerging Trends

Top Venues

IEEE Internet Comput.

Publications

Christopher Jun-Wen Chew, Vimal Kumar, Panos Patros, Robi Malik
Real-time system call-based ransomware detection. Int. J. Inf. Sec. 23 (3) (2024)
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 Rana, Joel J. P. C. Rodrigues, Salil S. Kanhere, Schahram Dustdar, Steve Uhlig, Kotagiri Ramamohanarao, Rajkumar Buyya
Modern Computing: Vision and Challenges. CoRR (2024)
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
Self-Adaptation in Industry: A Survey. Software Engineering (2024)
Jarod Govers, Philip Feldman, Aaron Dant, Panos Patros
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech. ACM Comput. Surv. 55 (14s) (2023)
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
Rural AI: Serverless-Powered Federated Learning for Remote Applications. IEEE Internet Comput. 27 (2) (2023)
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
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots. CoRR (2023)
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
Self-Adaptation in Industry: A Survey. ACM Trans. Auton. Adapt. Syst. 18 (2) (2023)
Jarod Govers, Philip Feldman, Aaron Dant, Panos Patros
Prompt-GAN-Customisable Hate Speech and Extremist Datasets via Radicalised Neural Language Models. ICCAI (2023)
Jarod Govers, Philip Feldman, Aaron Dant, Panos Patros
Down the Rabbit Hole: Detecting Online Extremism, Radicalisation, and Politicised Hate Speech. CoRR (2023)
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
AI for next generation computing: Emerging trends and future directions. Internet Things 19 (2022)
Mark Rodrigues, Michael Mayo, Panos Patros
Surgical Tool Datasets for Machine Learning Research: A Survey. Int. J. Comput. Vis. 130 (9) (2022)
Harry McCarthy, Abigail Koay, Michael Dawson, Kenneth B. Kent, Panos Patros
Benchmarking and learning garbage collection delays for resource-restricted graphical user interfaces. Softw. Pract. Exp. 52 (1) (2022)
Nikita Kotsehub, Matt Baughman, Ryan Chard, Nathaniel Hudson, Panos Patros, Omer Rana, Ian T. Foster, Kyle Chard
FLoX: Federated Learning with FaaS at the Edge. e-Science (2022)
Mark Rodrigues, Michael Mayo, Panos Patros
Evaluation of Deep Learning Techniques on a Novel Hierarchical Surgical Tool Dataset. AI (2022)
Osama Almurshed, Panos Patros, Victoria Huang, Michael Mayo, Melanie Ooi, Ryan Chard, Kyle Chard, Omer F. Rana, Harshaan Nagra, Matt Baughman, Ian T. Foster
Adaptive Edge-Cloud Environments for Rural AI. SCC (2022)
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
Self-Adaptation in Industry: A Survey. CoRR (2022)
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
AI for Next Generation Computing: Emerging Trends and Future Directions. CoRR (2022)
Priyank Vyas, Tony Smith, Philip Feldman, Aaron Dant, Andreea Calude, Panos Patros
Who is the Ringleader? Modelling Influence in Discourse using Doc2Vec. ACSOS-C (2021)
Mark Rodrigues, Michael Mayo, Panos Patros
Interpretable Deep Learning for Surgical Tool Management. iMIMIC/TDA4MedicalData@MICCAI (2021)
Chris Anderson, Timothy Gordon Walmsley, Panos Patros
A Self-Learning Architecture for Digital Twins with Self-Protection. ACSOS-C (2021)
Stephen Burroughs, Helge Dickel, Martin van Zijl, Vladimir Podolskiy, Michael Gerndt, Robi Malik, Panos Patros
Towards Autoscaling with Guarantees on Kubernetes Clusters. ACSOS-C (2021)
Thye Way Phua, Panos Patros, Vimal Kumar
Towards Embedding Data Provenance in Files. CCWC (2021)
Panos Patros, Josef Spillner, Alessandro V. Papadopoulos, Blesson Varghese, Omer F. Rana, Schahram Dustdar
Toward Sustainable Serverless Computing. IEEE Internet Comput. 25 (6) (2021)
Harry McCarthy, Vladimir Podolskiy, Michael Gerndt, Panos Patros
Consistent Resource Utilization for Cross-Platform and Replicable Load-Testing: a Position Paper. MoDELS (Companion) (2021)
Christopher Jun-Wen Chew, Vimal Kumar, Panos Patros, Robi Malik
ESCAPADE: Encryption-Type-Ransomware: System Call Based Pattern Detection. NSS (2020)
Tobias Nießen, Michael Dawson, Panos Patros, Kenneth B. Kent
Insights into WebAssembly: compilation performance and shared code caching in Node.js. CASCON (2020)
Rhys Compton, Eibe Frank, Panos Patros, Abigail Koay
Embedding Java Classes with code2vec: Improvements from Variable Obfuscation. CoRR (2020)
Vladimir Podolskiy, Maria Patrou, Panos Patros, Michael Gerndt, Kenneth B. Kent
The weakest link: revealing and modeling the architectural patterns of microservice applications. CASCON (2020)
Rhys Compton, Eibe Frank, Panos Patros, Abigail Koay
Embedding Java Classes with code2vec: Improvements from Variable Obfuscation. MSR (2020)
Vladimir Podolskiy, Michael Mayo, Abigail Koay, Michael Gerndt, Panos Patros
Maintaining SLOs of Cloud-Native Applications Via Self-Adaptive Resource Sharing. SASO (2019)