Armen Aghasaryan

40 papers A* 1A 1B 5C 2Misc 3Journal 10Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Thinking Before Constraining: A Unified Decoding Framework for Large Language Models. CoRR Ngoc Trinh Hung Nguyen, Alonso Silva, Laith Y. Zumot, Liubov Tupikina, Armen Aghasaryan, Mehwish Alam
2025	—	`conf`	Alarm Pattern Recognition for operations prioritization. NFV-SDN Ricardo Rocha, Antonio Santos, Hugo Vieira, Gonçalo Rato, Ricardo Ferreira, Nuno Gomes, Armen Aghasaryan, Diogo Gomes, Rui L. Aguiar
2025	—	`conf`	Correlation-constrained Topology Graphs for Root-Cause Localization in Optical Transport Networks. OFC Armen Aghasaryan, Petros Ramantanis, Camille Delezoide
2025	—	`conf`	Detection of Fiber Macro-Bending Anomalous Events in Operator Networks. OFC Petros Ramantanis, Sébastien Bigo, Fabien Boitier, Armen Aghasaryan, Camille Delezoide, Matteo Lonardi, Patricia Layec, Allain Legacy, Sylvain Chenard, Eliana Vercelli, Giovanni Bellotti
2025	J	`jnl`	Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective. IEEE Commun. Mag. Qiong Liu, Tianzhu Zhang, Masoud Hemmatpour, Han Qiu, Dong Zhang, Chung Shue Chen, Marco Mellia, Armen Aghasaryan
2023	B	`conf`	Community Selection for Multivariate KPI Predictions in a 2-Tier System. NOMS Yue Jin, Makram Bouzid, Armen Aghasaryan, Ricardo Rocha
2023	J	`jnl`	Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective. CoRR Tianzhu Zhang, Masoud Hemmatpour, Shashwat Mishra, Leonardo Linguaglossa, Dong Zhang, Chung Shue Chen, Marco Mellia, Armen Aghasaryan
2023	J	`jnl`	Predicting Network Hardware Faults through Layered Treatment of Alarms Logs. Entropy Antonio Massaro, Dimitre Kostadinov, Alonso Silva, Alexander Obeid Guzman, Armen Aghasaryan
2023	—	`conf`	Safe and Fast Reinforcement Learning for Network Slicing Resource Allocation. VTC2023-Spring Antonio Massaro, Dan Wellington, Armen Aghasaryan, Robert Seidl, Muhammad Naseer ul Islam, Ömer Bulakci
2022	B	`conf`	Factored Reinforcement Learning for Auto-scaling in Tandem Queues. NOMS Thomas Tournaire, Yue Jin, Armen Aghasaryan, Hind Castel-Taleb, Emmanuel Hyon
2021	B	`conf`	Reinforcement learning for antennas' electric tilts optimization in self organizing networks. PIMRC Antonio Massaro, Dan Wellington, Armen Aghasaryan, Robert Seidl
2021	—	`conf`	Towards Building a Digital Twin of Complex System Using Causal Modelling. COMPLEX NETWORKS Luka Jakovljevic, Dimitre Kostadinov, Armen Aghasaryan, Themis Palpanas
2020	B	`conf`	Machine Learning Approaches to Early Fault Detection and Identification in NFV Architectures. NetSoft Arij Elmajed, Armen Aghasaryan, Eric Fabre
2019	—	`conf`	Cooperative AI-based e2e Network Slice Scaling. INFOCOM Workshops Makram Bouzid, Duc-Hung Luong, Dimitre Kostadinov, Yue Jin, Lorenzo Maggi, Abdelkader Outtagarts, Armen Aghasaryan
2019	J	`jnl`	Resource management of cloud-enabled systems using model-free reinforcement learning. Ann. des Télécommunications Yue Jin, Makram Bouzid, Dimitre Kostadinov, Armen Aghasaryan
2018	—	`conf`	Common Structures in Resource Management as Driver for Reinforcement Learning: A Survey and Research Tracks. MLN Yue Jin, Dimitre Kostadinov, Makram Bouzid, Armen Aghasaryan
2018	—	`ch.`	Group Representation and Profiling. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Armen Aghasaryan, Makram Bouzid, Dimitre Davidov Kostadinov, Jérôme Picault
2018	Misc	`conf`	Model-free resource management of cloud-based applications using reinforcement learning. ICIN Yue Jin, Makram Bouzid, Dimitre Kostadinov, Armen Aghasaryan
2018	Misc	`conf`	Testing a Q-learning approach for derivation of scaling policies in cloud-based applications. ICIN Yue Jin, Makram Bouzid, Dimitre Kostadinov, Armen Aghasaryan
2017	Misc	`conf`	Stimulus-based sandbox for learning resource dependencies in virtualized distributed applications. ICIN Armen Aghasaryan, Makram Bouzid, Dimitre Kostadinov
2014	J	`jnl`	Exploring the Impact of LSH Parameters in Privacy-Preserving Personalization. Bell Labs Tech. J. Armen Aghasaryan, Makram Bouzid, Dimitre Kostadinov, Animesh Nandi
2013	—	`conf`	On the Use of LSH for Privacy Preserving Personalization. TrustCom/ISPA/IUCC Armen Aghasaryan, Makram Bouzid, Dimitre Kostadinov, Mohit Kothari, Animesh Nandi
2013	—	`conf`	On the use of decentralization to enable privacy in web-scale recommendation services. WPES Animesh Nandi, Armen Aghasaryan, Ishan Chhabra
2012	B	`conf`	Reputation Diffusion Simulation for Avoiding Privacy Violation. TrustCom David Pergament, Armen Aghasaryan, Jean-Gabriel Ganascia
2011	—	`conf`	A Multi-environment Application of Privacy Data Envelopes. POLICY Mahmoud Ghorbel, Armen Aghasaryan, Marie-Pascale Dupont, Stéphane Betgé-Brezetz, Guy-Bertrand Kamga, Sophie Piekarec
2011	J	`jnl`	Community-based applications. Bell Labs Tech. J. Emmanuel Marilly, Christophe Senot, Xavier Andrieu, Bertrand Boidart, Armen Aghasaryan, Alexis Germaneau
2011	A*	`conf`	Evaluation of Group Profiling Strategies. IJCAI Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan
2011	—	`conf`	Intelligent Reactive Access Control for Moving User Data. SocialCom/PASSAT Yang Wang, Armen Aghasaryan, Arvind Shrihari, David Pergament, Guy-Bertrand Kamga, Stéphane Betgé-Brezetz
2011	C	`conf`	Privacy Data Envelope: Concept and implementation. PST Mahmoud Ghorbel, Armen Aghasaryan, Stéphane Betgé-Brezetz, Marie-Pascale Dupont, Guy-Bertrand Kamga, Sophie Piekarec
2010	A	`conf`	Analysis of Strategies for Building Group Profiles. UMAP Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan, Cédric Bernier
2010	—	`ch.`	Ontology-Based Profiling and Recommendations for Mobile TV. Semantics in Adaptive and Personalized Services Yannick Naudet, Armen Aghasaryan, Sabrina Mignon, Yann Toms, Christophe Senot
2010	J	`jnl`	Personalized application enablement by web session analysis and multisource user profiling. Bell Labs Tech. J. Armen Aghasaryan, Murali S. Kodialam, Sarit Mukherjee, Yann Toms, Christophe Senot, Stéphane Betgé-Brezetz, T. V. Lakshman, Limin Wang
2008	C	`conf`	A personalized access model: concepts and services for content delivery platforms. iiWAS Sofiane Abbar, Mokrane Bouzeghoub, Dimitre Kostadinov, Stéphane Lopes, Armen Aghasaryan, Stéphane Betgé-Brezetz
2008	J	`jnl`	A profiling engine for converged service delivery platforms. Bell Labs Tech. J. Armen Aghasaryan, Stéphane Betgé-Brezetz, Christophe Senot, Yann Toms
2008	—	`conf`	An Ontology-Based Profiling and Recommending System for Mobile TV. SMAP Yannick Naudet, Armen Aghasaryan, Yann Toms, Christophe Senot
2006	—	`conf`	User and Usage Profiling in a Multi-Platform Service Environment. LWA Armen Aghasaryan, Stéphane Betgé-Brezetz, Guillaume Raschia, Marc Gelgon
2006	—	`conf`	X-domain QoS budget negotiation using Dynamic Programming. AICT/ICIW Hélia Pouyllau, Armen Aghasaryan, Laurent Ciarletta, Stefan Haar
2004	—	`conf`	Algorithms for Distributed Fault Management in Telecommunications Networks. ICT Eric Fabre, Albert Benveniste, Stefan Haar, Claude Jard, Armen Aghasaryan
2004	—	`conf`	UML Specification of a Generic Model for Fault Diagnosis of Telecommunication Networks. ICT Armen Aghasaryan, Claude Jard, Julien Thomas
1998	J	`jnl`	Fault Detection and Diagnosis in Distributed Systems: An Approach by Partially Stochastic Petri Nets. Discret. Event Dyn. Syst. Armen Aghasaryan, Eric Fabre, Albert Benveniste, Renée Boubour, Claude Jard