Armen Aghasaryan

Orcid: 0009-0009-3284-1027

According to our database1, Armen Aghasaryan authored at least 35 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2023
Predicting Network Hardware Faults through Layered Treatment of Alarms Logs.
Entropy, June, 2023

Operationalizing AI in Future Networks: A Bird's Eye View from the System Perspective.
CoRR, 2023

Safe and Fast Reinforcement Learning for Network Slicing Resource Allocation.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Community Selection for Multivariate KPI Predictions in a 2-Tier System.
Proceedings of the NOMS 2023, 2023

2022
Factored Reinforcement Learning for Auto-scaling in Tandem Queues.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

2021
Reinforcement learning for antennas' electric tilts optimization in self organizing networks.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Towards Building a Digital Twin of Complex System Using Causal Modelling.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
Machine Learning Approaches to Early Fault Detection and Identification in NFV Architectures.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

2019
Resource management of cloud-enabled systems using model-free reinforcement learning.
Ann. des Télécommunications, 2019

Cooperative AI-based e2e Network Slice Scaling.
Proceedings of the IEEE INFOCOM 2019, 2019

2018
Group Representation and Profiling.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Common Structures in Resource Management as Driver for Reinforcement Learning: A Survey and Research Tracks.
Proceedings of the Machine Learning for Networking - First International Conference, 2018

Testing a Q-learning approach for derivation of scaling policies in cloud-based applications.
Proceedings of the 21st Conference on Innovation in Clouds, 2018

Model-free resource management of cloud-based applications using reinforcement learning.
Proceedings of the 21st Conference on Innovation in Clouds, 2018

2017
Stimulus-based sandbox for learning resource dependencies in virtualized distributed applications.
Proceedings of the 20th Conference on Innovations in Clouds, Internet and Networks, 2017

2014
Exploring the Impact of LSH Parameters in Privacy-Preserving Personalization.
Bell Labs Tech. J., 2014

2013
On the use of decentralization to enable privacy in web-scale recommendation services.
Proceedings of the 12th annual ACM Workshop on Privacy in the Electronic Society, 2013

On the Use of LSH for Privacy Preserving Personalization.
Proceedings of the 12th IEEE International Conference on Trust, 2013

2012
Reputation Diffusion Simulation for Avoiding Privacy Violation.
Proceedings of the 11th IEEE International Conference on Trust, 2012

2011
Community-based applications.
Bell Labs Tech. J., 2011

Intelligent Reactive Access Control for Moving User Data.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Privacy Data Envelope: Concept and implementation.
Proceedings of the Ninth Annual Conference on Privacy, Security and Trust, 2011

A Multi-environment Application of Privacy Data Envelopes.
Proceedings of the POLICY 2011, 2011

Evaluation of Group Profiling Strategies.
Proceedings of the IJCAI 2011, 2011

2010
Ontology-Based Profiling and Recommendations for Mobile TV.
Proceedings of the Semantics in Adaptive and Personalized Services: Methods, 2010

Personalized application enablement by web session analysis and multisource user profiling.
Bell Labs Tech. J., 2010

Analysis of Strategies for Building Group Profiles.
Proceedings of the User Modeling, 2010

2008
A profiling engine for converged service delivery platforms.
Bell Labs Tech. J., 2008

An Ontology-Based Profiling and Recommending System for Mobile TV.
Proceedings of the Third International Workshop on Semantic Media Adaptation and Personalization, 2008

A personalized access model: concepts and services for content delivery platforms.
Proceedings of the iiWAS'2008, 2008

2006
User and Usage Profiling in a Multi-Platform Service Environment.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

X-domain QoS budget negotiation using Dynamic Programming.
Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW 2006), 2006

2004
Algorithms for Distributed Fault Management in Telecommunications Networks.
Proceedings of the Telecommunications and Networking, 2004

UML Specification of a Generic Model for Fault Diagnosis of Telecommunication Networks.
Proceedings of the Telecommunications and Networking, 2004

1998
Fault Detection and Diagnosis in Distributed Systems: An Approach by Partially Stochastic Petri Nets.
Discret. Event Dyn. Syst., 1998


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