Armen Aghasaryan

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 14

Top Topics

Reinforcement Learning

Resource Management

Factored Markov Decision Processes

Top Venues

Publications

Tianzhu Zhang, Masoud Hemmatpour, Shashwat Mishra, Leonardo Linguaglossa, Dong Zhang, Chung Shue Chen, Marco Mellia, Armen Aghasaryan
Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective. CoRR (2023)
Antonio Massaro, Dan Wellington, Armen Aghasaryan, Robert Seidl, Muhammad Naseer ul Islam, Ömer Bulakci
Safe and Fast Reinforcement Learning for Network Slicing Resource Allocation. VTC2023-Spring (2023)
Yue Jin, Makram Bouzid, Armen Aghasaryan, Ricardo Rocha
Community Selection for Multivariate KPI Predictions in a 2-Tier System. NOMS (2023)
Antonio Massaro, Dimitre Kostadinov, Alonso Silva, Alexander Obeid Guzman, Armen Aghasaryan
Predicting Network Hardware Faults through Layered Treatment of Alarms Logs. Entropy 25 (6) (2023)
Thomas Tournaire, Yue Jin, Armen Aghasaryan, Hind Castel-Taleb, Emmanuel Hyon
Factored Reinforcement Learning for Auto-scaling in Tandem Queues. NOMS (2022)
Antonio Massaro, Dan Wellington, Armen Aghasaryan, Robert Seidl
Reinforcement learning for antennas' electric tilts optimization in self organizing networks. PIMRC (2021)
Luka Jakovljevic, Dimitre Kostadinov, Armen Aghasaryan, Themis Palpanas
Towards Building a Digital Twin of Complex System Using Causal Modelling. COMPLEX NETWORKS (2021)
Arij Elmajed, Armen Aghasaryan, Eric Fabre
Machine Learning Approaches to Early Fault Detection and Identification in NFV Architectures. NetSoft (2020)
Makram Bouzid, Duc-Hung Luong, Dimitre Kostadinov, Yue Jin, Lorenzo Maggi, Abdelkader Outtagarts, Armen Aghasaryan
Cooperative AI-based e2e Network Slice Scaling. INFOCOM Workshops (2019)
Yue Jin, Makram Bouzid, Dimitre Kostadinov, Armen Aghasaryan
Resource management of cloud-enabled systems using model-free reinforcement learning. Ann. des Télécommunications 74 (9-10) (2019)
Yue Jin, Makram Bouzid, Dimitre Kostadinov, Armen Aghasaryan
Testing a Q-learning approach for derivation of scaling policies in cloud-based applications. ICIN (2018)
Yue Jin, Dimitre Kostadinov, Makram Bouzid, Armen Aghasaryan
Common Structures in Resource Management as Driver for Reinforcement Learning: A Survey and Research Tracks. MLN (2018)
Yue Jin, Makram Bouzid, Dimitre Kostadinov, Armen Aghasaryan
Model-free resource management of cloud-based applications using reinforcement learning. ICIN (2018)
Armen Aghasaryan, Makram Bouzid, Dimitre Kostadinov
Stimulus-based sandbox for learning resource dependencies in virtualized distributed applications. ICIN (2017)
Armen Aghasaryan, Makram Bouzid, Dimitre Kostadinov, Animesh Nandi
Exploring the Impact of LSH Parameters in Privacy-Preserving Personalization. Bell Labs Tech. J. 18 (4) (2014)
Animesh Nandi, Armen Aghasaryan, Ishan Chhabra
On the use of decentralization to enable privacy in web-scale recommendation services. WPES (2013)
Armen Aghasaryan, Makram Bouzid, Dimitre Kostadinov, Mohit Kothari, Animesh Nandi
On the Use of LSH for Privacy Preserving Personalization. TrustCom/ISPA/IUCC (2013)
David Pergament, Armen Aghasaryan, Jean-Gabriel Ganascia
Reputation Diffusion Simulation for Avoiding Privacy Violation. TrustCom (2012)
Yang Wang, Armen Aghasaryan, Arvind Shrihari, David Pergament, Guy-Bertrand Kamga, Stéphane Betgé-Brezetz
Intelligent Reactive Access Control for Moving User Data. SocialCom/PASSAT (2011)
Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan
Evaluation of Group Profiling Strategies. IJCAI (2011)
Mahmoud Ghorbel, Armen Aghasaryan, Stéphane Betgé-Brezetz, Marie-Pascale Dupont, Guy-Bertrand Kamga, Sophie Piekarec
Privacy Data Envelope: Concept and implementation. PST (2011)
Mahmoud Ghorbel, Armen Aghasaryan, Marie-Pascale Dupont, Stéphane Betgé-Brezetz, Guy-Bertrand Kamga, Sophie Piekarec
A Multi-environment Application of Privacy Data Envelopes. POLICY (2011)
Emmanuel Marilly, Christophe Senot, Xavier Andrieu, Bertrand Boidart, Armen Aghasaryan, Alexis Germaneau
Community-based applications. Bell Labs Tech. J. 15 (4) (2011)
Armen Aghasaryan, Murali S. Kodialam, Sarit Mukherjee, Yann Toms, Christophe Senot, Stéphane Betgé-Brezetz, T. V. Lakshman, Limin Wang
Personalized application enablement by web session analysis and multisource user profiling. Bell Labs Tech. J. 15 (1) (2010)
Christophe Senot, Dimitre Kostadinov, Makram Bouzid, Jérôme Picault, Armen Aghasaryan, Cédric Bernier
Analysis of Strategies for Building Group Profiles. UMAP (2010)
Armen Aghasaryan, Stéphane Betgé-Brezetz, Christophe Senot, Yann Toms
A profiling engine for converged service delivery platforms. Bell Labs Tech. J. 13 (2) (2008)
Sofiane Abbar, Mokrane Bouzeghoub, Dimitre Kostadinov, Stéphane Lopes, Armen Aghasaryan, Stéphane Betgé-Brezetz
A personalized access model: concepts and services for content delivery platforms. iiWAS (2008)
Yannick Naudet, Armen Aghasaryan, Yann Toms, Christophe Senot
An Ontology-Based Profiling and Recommending System for Mobile TV. SMAP (2008)
Hélia Pouyllau, Armen Aghasaryan, Laurent Ciarletta, Stefan Haar
X-domain QoS budget negotiation using Dynamic Programming. AICT/ICIW (2006)
Armen Aghasaryan, Stéphane Betgé-Brezetz, Guillaume Raschia, Marc Gelgon
User and Usage Profiling in a Multi-Platform Service Environment. LWA (2006)
Armen Aghasaryan, Claude Jard, Julien Thomas
UML Specification of a Generic Model for Fault Diagnosis of Telecommunication Networks. ICT (2004)
Eric Fabre, Albert Benveniste, Stefan Haar, Claude Jard, Armen Aghasaryan
Algorithms for Distributed Fault Management in Telecommunications Networks. ICT (2004)
Armen Aghasaryan, Eric Fabre, Albert Benveniste, Renée Boubour, Claude Jard
Fault Detection and Diagnosis in Distributed Systems: An Approach by Partially Stochastic Petri Nets. Discret. Event Dyn. Syst. 8 (2) (1998)