Journals
- Predicting the Risk of Emergency Hospital Admissions in the General Population: Development and Validation of Machine Learning Models in a Cohort Study Using Large-Scale Linked Electronic Health Records [pdf] [bibtex] [link]
Fatemeh Rahimian, Gholamreza Salimi-Khorshidi, Jenny Tran, Amir H. Payberah, Roberto Ayala Solares, Francesca Raimondi, Milad Nazarzadeh, Dexter Canoy, and Kazem Rahimi, PLOS Medicine, 2018. - An Adaptive Algorithm for Anomaly and Novelty Detection in Evolving Data Streams [pdf] [bibtex] [link]
Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, Amir H Payberah, Springer Data Mining and Knowledge Discovery, 2018. - A Distributed Algorithm For Large-Scale Graph Partitioning [pdf] [bibtex] [link]
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Mark Jelasity, and Seif Haridi, ACM Transactions on Autonomous and Adaptive Systems (TAAS), June 2015. - Distributed Optimization of P2P Live Streaming Overlays [pdf] [bibtex] [link]
Amir H. Payberah, Jim Dowling, Fatemeh Rahimian and Seif Haridi, Springer Computing, Special Issue on Extreme Distributed Systems: From Large Scale to Complexity (COMPD), June 2012.
Conferences
- Boosting Vertex-Cut Partitioning For Streaming Graphs [pdf] [bibtex] [link] Best Paper Award
Hooman Peiro Sajjad, Amir H. Payberah, Fatemeh Rahimian, Vladimir Vlassov, and Seif Haridi, The 5th IEEE International Congress on Big Data (BigData), San Francisco, USA, June-July 2016. - NATCloud: Cloud-Assisted NAT-Traversal Service [pdf] [bibtex] [link]
Hanna Kavalionak, Amir H. Payberah, Alberto Montresor, and Jim Dowling, The 31st ACM/SIGAPP Symposium on Applied Computing (SAC), Pisa, Italy, April 2016. - Distributed Vertex-Cut Partitioning [pdf] [bibtex] [link]
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, and Seif Haridi, The 14th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Berlin, Germany, June 2014. - Ja-Be-Ja: A Distributed Algorithm for Balanced Graph Partitioning [pdf] [bibtex] [link] Best Paper Award
Fatemeh Rahimian, Amir H. Payberah, Sarunas Girdzijauskas, Mark Jelasity, and Seif Haridi, The 7th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), Philadelphia, USA, September 2013. - Lightweight Gossip-based Distribution Estimation [pdf] [bibtex] [link]
Amir H. Payberah, Hanna Kavalionak, Alberto Montresor, Jim Dowling, and Seif Haridi, The 15th IEEE International Conference on Communications (ICC), Budapest, Hungary, June 2013. - Supporting Cloud Deployment in the Guifi.net Community Network [pdf] [bibtex] [link]
Felix Freitag, Leandro Navarro, Amin M. Khan, Roger Baig, Pau Escrich, Javi Jimenez, Ermanno Pietrosemoli, Marco Zennaro, Vladimir Vlassov, and Amir H. Payberah, The 5th IEEE Global Information Infrastructure and Networking Symposium (GIIS), Trento, Italy, October 2013. - CLive: Cloud-Assisted P2P Live Streaming [pdf] [bibtex] [slides] [link]
Amir H. Payberah, Hanna Kavalionak, Vimalkumar Kumaresan, Alberto Montresor, and Seif Haridi, The 12th IEEE International Conference on Peer-to-Peer Computing (P2P), Tarragona, Spain, September 2012. - Shuffling with a Croupier: Nat-Aware Peer-Sampling [pdf] [bibtex] [slides] [link]
Jim Dowling and Amir H. Payberah, The 32nd IEEE International Conference on Distributed Computing Systems (ICDCS), Macau, China, June 2012. - Subscription Awareness Meets Rendezvous Routing [pdf] [bibtex] [link]
Fatemeh Rahimian, Sarunas Girdzijauskas, Amir H. Payberah and Seif Haridi, The 4th IARIA International Conference on Advances in P2P Systems (AP2PS), Barcelona, Spain, September 2012. - GLive: The Gradient Overlay As a Market Maker For Mesh-Based P2P Live Streaming [pdf] [bibtex] [slides] [link]
Amir H. Payberah, Jim Dowling and Seif Haridi, The 10th IEEE International Symposium on Parallel and Distributed Computing (ISPDC), Cluj-Napoca, Romania, July 2011. - Gozar: NAT-friendly Peer Sampling with One-Hop Distributed NAT Traversal [pdf] [bibtex] [slides] [link]
Amir H. Payberah, Jim Dowling and Seif Haridi, The 11th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Reykjavik, Iceland, June 2011. - Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe [pdf] [bibtex] [link]
Fatemeh Rahimian, Sarunas Girdzijauskas, Amir H. Payberah and Seif Haridi, The 25th IEEE International Parallel & Distributed Processing Symposium (IPDPS), Anchorage, Alaska, USA, May 2011. - Converging an Overlay Network to a Gradient Topology [pdf] [bibtex] [link]
Hakan Terelius, Guodong Shi, Jim Dowling, Amir H. Payberah, Ather Gattami and Karl Henrik Johansson, The 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), Orlando, Florida, USA, December 2011. - Sepidar: Incentivized Market-Based P2P Live Streaming on the Gradient Overlay Network [pdf] [bibtex] [slides] [link]
Amir H. Payberah, Jim Dowling, Fatemeh Rahimian and Seif Haridi, The IEEE International Symposium on Multimedia (ISM), Taichung, Taiwan, December 2010. - gradienTv: Market-based P2P Live Media Streaming on the Gradient Overlay [pdf] [bibtex] [slides] [link]
Amir H. Payberah, Jim Dowling, Fatemeh Rahimian and Seif Haridi, The 10th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS), Amsterdam, Netherlands, June 2010. - Auditing Intrusion Detection System with Mobile Agents [pdf] (Persian)
Amir H. Payberah and Babak Sadeghian, The 10Th Annual Computer Society of Iran Computer Conference, Tehran, Iran, Feb 2005.
Books and Book Chapters
- Introduction to Big Data [link]
Amir H. Payberah and Fatemeh Rahimian, In Big Data and Software Defined Networks, Taheri, J. Editor, The IET Big Data Book Series, 2017. - Linux Device Driver Programming [link]
Amir H. Payberah, Hamed Janzadeh and Vahid Kazempour, Ardalan Press, 2006, ISBN: 964-92399-8-7. - Linux Process Programming and Management [link]
Amir H. Payberah, Malihe Sarikhani and Azar Nazari, Ardalan Press, 2006, ISBN: 964-92399-9-5.
Research Proposals and Grants (Contributor)
- STREAMLINE: Improving Competitiveness of European Enterprises through Streamlined Analysis of Data at Rest and Data in Motion
Funded by H2020, ICT-16-2015 Big Data, Volume: 3.2M Euro, 2016-2018. - BIDAF: A Big Data Analytics Framework for a Smart Society
Funded by KK-stiffen (KKS), Volume: 2.6M Euro, 2014-2019.
