People


Andrea Araldo

Andrea Araldo
Institution: 
■ Institut Mines-Telecom
Office: 
4A404
Homepage: 
🏠
Groups: 
Associate member of the LINCS

Articles

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Data-driven computation of the accessibility provided by demand-responsive transport,
Piefrancesco Leonardi, Vincenza Torrisi, Andrea Araldo ■, Matteo Ignaccolo,
Transportation Research Board (TRB) 104th Annual Meeting 2025, Washington DC, United States
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Restoring accessibility during urban rail disruptions via bus network redesign,
Zihao Guo, Andrea Araldo ■, Mounim El Yacoubi,
Transportation Research Board (TRB) 104th Annual Meeting (TRB) 2025, Washington, DC, United States
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Can vehicular cloud replace edge computing?,
Rosario Patane, Nadjib Achir, Andrea Araldo ■, Lila Boukhatem,
CoRR 2025, Dubai, United Arab Emirates
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Data-driven assessment for the predictability of On-Demand Responsive Transit,
Pierfrancesco Leonardi, Vincenza Torrisi, Andrea Araldo ■, Matteo Ignaccolo,
EURO Working Group on Transportation (EWGT) 2024, Lund, Sweden
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Efficient Network Slicing Orchestrator for 5G Networks using a Genetic Algorithm-based Scheduler with Kubernetes: Experimental Insights,
Massinissa Ait Aba, Maya Kassis, Maxime Elkael, Andrea Araldo ■, Ali Al Khansa, Hind Castel Taleb, Badii Jouaber,
NetSoft 2024, Saint Louis, United States
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Slicing 5G économe en énergie et garantissant les contraintes de performance,
Wei Huang ■, Andrea Araldo ■, Hind Castel-Taleb, Badii Jouaber,
AlgoTel 2024 – 26èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications 2024, Saint-Briac-sur-Mer, France
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Joint Design of Conventional Public Transport Network and Mobility on Demand,
Xiaoyi Wu, Nisrine Mouhrim, Andrea Araldo ■, Yves Molenbruch, Dominique Feillet, Kris Braekers,
CoRR 2024, Lund, Sweden
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Public transport stop selection to reduce the inequality in the distribution of accessibility,
Duo Wang, Andrea Araldo ■, Mounim El Yacoubi,
12th Symposium of the European Association for Research in Transportation ( hEART) 2024, Helsinki, Finland, Finland
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Dynamic Time-of-Use Pricing for Serverless Edge Computing with Generalized Hidden Parameter Markov Decision Processes,
Feridun Tutuncuoglu, Ayoub Ben Ameur, Gyorgy Dan, Andrea Araldo ■, Tijani Chahed ■,
ICDCS 2024, Jersey City, NJ, United States
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Can Edge Computing Fulfill the Requirements of Automated Vehicular Services Using 5G Network ?,
Wendlasida Ouedraogo, Andrea Araldo ■, Badii Jouaber, Hind Castel, Remy Grunblatt,
VTC Spring 2024, Singapore, Singapore
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Evaluating Accessibility Within a Multimodal Transport Network: The Case Study of the City of Catania,
Vincenza Torrisi, Pierfrancesco Leonardi, Andrea Araldo ■, Matteo Ignaccolo,
ICCSA 2024
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Public Transport Network Design for Equality of Accessibility via Message Passing Neural Networks and Reinforcement Learning,
Duo Wang, Maximilien Chau, Andrea Araldo ■,
CoRR 2024
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Online design of dynamic networks,
Duo Wang, Andrea Araldo ■, Mounim El Yacoubi,
CoRR 2024
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On the Computation of Accessibility Provided by Shared Mobility,
Severin Diepolder, Andrea Araldo ■, Tarek Chouaki, Santa Maiti, Sebastian Horl, Constantinos Antoniou,
CoRR 2023, Zurich, Switzerland
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Coalitional Game-Theoretical Approach to Coinvestment with Application to Edge Computing,
Rosario Patane ■, Andrea Araldo ■, Tijani Chahed ■, Diego Kiedanski, Daniel Kofman ■,
CCNC 2023, Las Vegas, United States
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Joint Placement, Routing and Dimensioning at the Network Edge for Energy Minimization,
Maxime Elkael ■, Andrea Araldo ■, Salvatore Doro, Hind Castel Taleb, Massinissa Ait Aba, Badii Jouaber,
GLOBECOM 2023, Kuala Lumpur (Malaysia), France
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AccEq-DRT: Planning Demand-Responsive Transit to reduce inequality of accessibility,
Duo Wang, Andrea Araldo ■, Mounim El Yacoubi,
CoRR 2023, Washington DC, United States
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Multiple Resource Allocation in Multi-Tenant Edge Computing via Sub-Modular Optimization,
Ayoub Ben Ameur ■, Andrea Araldo ■, Tijani Chahed ■,
ICC 2023, Rome, Italy
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Dimensioning resources of Network Slices for energy-performance trade-off,
Wei Huang ■, Andrea Araldo ■, Hind Castel Taleb, Badii Jouaber,
ISCC 2022, Rhodes Island, Greece
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Assessing transportation accessibility equity via open data,
Amirhesam Badeanlou ■, Andrea Araldo ■, Marco Diana,
CoRR 2022, Leuven, Belgium
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Cache Allocation in Multi-Tenant Edge Computing via online Reinforcement Learning,
Ayoub Ben Ameur ■, Andrea Araldo ■, Tijani Chahed ■,
ICC 2022, Seoul, Korea, Republic of
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A graph-database approach to assess the impact of demand-responsive services on public transit accessibility,
Cathia Le Hasif, Andrea Araldo ■, Stefania Dumbrava, Dimitri Watel,
IWCTS@SIGSPATIAL 2022, Seattle Washington, United States
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Integrated Deployment Prototype for Virtual Network Orchestration Solution,
Maya Kassis, Massinissa Ait Aba, Hind Castel Taleb, Maxime Elkael ■, Andrea Araldo ■, Badii Jouaber,
NOMS 2022, Budapest, Hungary
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PoolLines: modeling carpooling as ephemeral lines in GTFS for effective integration with public transit,
Youssef Chaabouni, Andrea Araldo ■, Andre De Palma, Souhila Arib,
IWCTS@SIGSPATIAL 2022, Seattle Washington, United States
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Large-Scale Allocation of Personalized Incentives,
Lucas Javaudin, Andrea Araldo ■, Andre De Palma,
ITSC 2022, Macau, China
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Equity Scores for Public Transit Lines from Open-Data and Accessibility Measures,
Amirhesam Badeanlou ■, Andrea Araldo ■, Marco Diana, Vincent Gauthier,
CoRR 2022, Washington, United States
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Pooling for first and last mile: integrating carpooling and transit,
Andrea Araldo ■, André Depalma, Souhila Arib, Vincent Gauthier, Romain Sere, Youssef Chaabouni, Oussama Kharouaa, Ado Adamou Abba Ari,
hEART 2022: 10th symposium of the European Association for Research in Transportation 2022, Leuven, Belgium
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Energy-efficient Resource Allocation in Multi-Tenant Edge Computing using Markov Decision Processes,
Alessandro Spallina ■, Andrea Araldo ■, Tijani Chahed ■, Hind Castel Taleb, Antonella Di Stefano, Tulin Atmaca,
NOMS 2022, Budapest, Hungary
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MORA on the Edge: a testbed of Multiple Option Resource Allocation,
Wendlasida Ouedraogo, Alessandro Di Stefano, Andrea Araldo ■, Antonella Di Stefano,
CloudNet 2022
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A two-stage algorithm for the Virtual Network Embedding problem,
Massinissa Ait Aba, Maxime Elkael, Badii Jouaber, Hind Castel Taleb, Andrea Araldo ■, David Olivier,
LCN 2021, Edmonton (online), Canada
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Improved Monte Carlo Tree Search for Virtual Network Embedding,
Maxime Elkael, Hind Castel Taleb, Badii Jouaber, Andrea Araldo ■, Massinissa Ait Aba,
LCN 2021, Edmonton (online), Canada
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Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees,
Tareq Si Salem, Gabriele Castellano ■, Giovanni Neglia, Fabio Pianese ■, Andrea Araldo ■,
MedComNet 2021, Ibiza (virtual), Spain
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Parsimonious Edge Computing to Reduce Microservice Resource Usage,
Mathieu Simon, Alessandro Spallina ■, Loic Dubocquet, Andrea Araldo ■,
ITC 2021
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On the Deployability of Augmented Reality Using Embedded Edge Devices,
Ayoub Ben Ameur ■, Andrea Araldo ■, Francesco Bronzino,
CCNC 2021, Las Vegas (virtual), United States
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Integrating fixed and demand-responsive transportation for flexible transit network design,
Giovanni Calabrò, Andrea Araldo ■, Simon Oh, Ravi Seshadri, Giuseppe Inturri, Moshe Ben-Akiva,
TRB 2021: 100th Annual Meeting of the Transportation Research Board 2021, Washington (Virtual), United States
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The cost of learning fast with reinforcement learning for edge cache allocation,
Theo Bouganim, Andrea Araldo ■, Antoine Lavignotte, Nessim Oussedik, Gabriel Guez,
ITC 2020: 32nd International Teletraffic Congress, PhD Workshop 2020, Osaka, Japan
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EdgeMORE: improving resource allocation with multiple options from tenants,
Andrea Araldo ■, Alessandro Di Stefano, Antonella Di Stefano,
CCNC 2020, Las Vegas, United States
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Resource allocation for edge computing with multiple tenant configurations,
Andrea Araldo ■, Alessandro Di Stefano, Antonella Di Stefano,
SAC 2020, Brno, Czechia
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Pooling for First and Last Mile,
Ado Adamou Abba Ari, Andrea Araldo ■, Andre De Palma, Vincent Gauthier,
CoRR 2020
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On the Importance of demand Consolidation in Mobility on Demand,
Andrea Araldo, Andrea Di Maria, Antonella Di Stefano, Giovanni Morana,
DS-RT 2019, Consenza, Italy
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AMoDSim: An Efficient and Modular Simulation Framework for Autonomous Mobility on Demand,
Andrea Di Maria, Andrea Araldo, Giovanni Morana, Antonella Di Stefano,
IOV 2018, Paris, France
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Integrated simulation of activity-based demand and multi-modal dynamic supply for energy assessment,
Nicholas Fournier, Siyu Chen, Isabel Hemerly Viegas De Lima, Zach Needell, Aikaterini Deliali, Andrea Araldo, Arun Prakash, Carlos Lima Azevedo, Eleni Christofa, Jessika E, Trancik, Moshe Ben Akiva,
ITSC 2018
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Stochastic Dynamic Cache Partitioning for Encrypted Content Delivery,
Andrea Araldo ■, Gyorgy Dan, Dario Rossi ■,
ITC 2016, Wuerzburg, Germany
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Representation selection problem: Optimizing video delivery through caching,
Andrea Araldo ■, Fabio Martignon, Dario Rossi ■,
Networking 2016, Wien, Austria
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Design and evaluation of cost-aware information centric routers,
Andrea Araldo ■, Dario Rossi ■, Fabio Martignon,
ICN 2014, Paris, France
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Cost-aware caching: Optimizing cache provisioning and object placement in ICN,
Andrea Araldo ■, Michele Mangili, Fabio Martignon, Dario Rossi ■,
GLOBECOM 2014, Austin, United States
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A per-application account of bufferbloat: Causes and impact on users,
Andrea Araldo ■, Dario Rossi ■,
IWCMC 2014, Nicosia, Cyprus
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Dissecting Bufferbloat: Measurement and Per-Application Breakdown of Queueing Delay,
Andrea Araldo ■, Dario Rossi ■,
ACM CoNEXT'13, Student Workshop 2013, Santa Barbara, United States

Journal articles

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Cache allocation in multi-tenant edge computing: an online model-based reinforcement learning approach,
Ayoub Ben Ameur, Andrea Araldo ■, Tijani Chahed ■, György Dán,
IEEE Transactions on Cloud Computing 2025
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Toward Inference Delivery Networks: Distributing Machine Learning With Optimality Guarantees,
Tareq Si Salem, Gabriele Castellano, Giovanni Neglia, Fabio Pianese ■, Andrea Araldo ■,
IEEE/ACM Transactions on Networking 2024
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Personalised incentives with constrained regulator's budget,
Lucas Javaudin, Andrea Araldo ■, André De Palma,
Transportmetrica A: Transport Science 2023
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Adaptive transit design: optimizing fixed and demand responsive multi-modal transportation via continuous approximation,
Giovanni Calabro, Andrea Araldo ■, Simon Oh, Ravi Seshadri, Giuseppe Inturri, Moshe Ben-Akiva,
Transportation Research Part A: Policy and Practice 2023
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Monkey business: reinforcement learning meets neighborhood search for virtual network embedding. Monkey Business : L'apprentissage par renforcement rencontre la recherche de quartier pour l'intégration de réseaux virtuels,
Maxime Elkael ■, Massinissa Ait Aba, Andrea Araldo ■, Hind Castel-Taleb, Badii Jouaber,
Computer Networks 2022
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Market design for tradable mobility credits,
Siyu Chen, Ravi Seshadri, Carlos Lima Azevedo, Arun P. Akkinepally, Renming Liu, Andrea Araldo ■, Yu Jiang, Moshe E. Ben-Akiva,
Transportation research. Part C, Emerging technologies 2022
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Monkey Business: Reinforcement learning meets neighborhood search for Virtual Network Embedding,
Maxime Elkael ■, Massinissa Ait Aba, Andrea Araldo ■, Hind Castel Taleb, Badii Jouaber,
Comput. Networks 2022
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ACM SIGMETRICS International Workshop on Distributed Cloud Computing (DCC),
Andrea Araldo ■, Ivona Brandic, Stefan Schmid,
SIGMETRICS Perform. Evaluation Rev. 2020
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From traditional to automated mobility on demand: a comprehensive framework for modeling on-demand services in SimMobility,
Bat-Hen Nahmias-Biran, Jimi Oke, Nishant Kumar, Kakali Basak, Andrea Araldo, Ravi Seshadri, Arun Akkinepally, Carlos Lima Azevedo, Moshe Ben-Akiva,
Transportation Research Record 2019
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System-level optimization of multi-modal transportation networks for energy efficiency using personalized incentives: formulation, implementation, and performance,
Andrea Araldo, Song Gao, Ravi Seshadri, Carlos Lima Azevedo, Hossein Ghafourian, Yihang Sui, Sayeeda Ayaz, David Sukhin, Moshe Ben-Akiva,
Transportation Research Record 2019
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Automated mobility-on-demand vs. Mass transit: a multi-modal activity-driven agent-based simulation approach,
Rounaq Basu, Andrea Araldo, Arun Prakash Akkinepally, Bat Hen Nahmias Biran, Kalaki Basak, Ravi Seshadri, Neeraj Deshmukh, Nishant Kumar, Carlos Lima Azevedo, Moshe Ben-Akiva,
Transportation Research Record 2018
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Caching Encrypted Content Via Stochastic Cache Partitioning,
Andrea Araldo, Gyorgy Dan, Dario Rossi ■,
IEEE/ACM Transactions on Networking 2018
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Cost-Aware Caching: Caching More (Costly Items) for Less (ISPs Operational Expenditures),
Andrea Araldo ■, Dario Rossi ■, Fabio Martignon,
IEEE Transactions on Parallel and Distributed Systems 2016
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Parameter Space Representation of Pareto Front to Explore Hardware-Software Dependencies,
Vincenzo Catania, Andrea Araldo ■, Davide Patti,
ACM Trans. Embed. Comput. Syst. 2015
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