selected publications

• academic article

  • Temporal deep learning framework for retinopathy prediction in patients with type 1 diabetes.  Artificial Intelligence in Medicine.  133:102408-102408. 2022
  • Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation.  ACM Transactions on Knowledge Discovery from Data.  15:1-27. 2021
  • MetaStore: A Task-adaptative Meta-learning Model for Optimal Store Placement with Multi-city Knowledge Transfer.  ACM Transactions on Intelligent Systems and Technology.  12:1-23. 2021
  • Dynamic VNF Forwarding Graph Extension Algorithms.  IEEE Transactions on Network and Service Management.  17:1389-1402. 2020
  • Reinforcement learning-based cell selection in sparse mobile crowdsensing.  Computer Networks.  161:102-114. 2019
  • Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing.  IEEE Access.  7:82066-82079. 2019
  • An Energy Model for the IoT: Secure Networking Perspective.  Zenodo (CERN European Organization for Nuclear Research).  2018
  • Virtualized network functions chaining and routing algorithms.  Computer Networks.  114:95-110. 2017
  • On using finite state models for optimizing and testing SDN controller components.  .  2016
  • Mathematical Programming Approach for Revenue Maximization in Cloud Federations.  IEEE Transactions on Cloud Computing.  5:99-111. 2015
  • Mean-Field Games for Resource Sharing in Cloud-Based Networks.  IEEE/ACM Transactions on Networking.  24:624-637. 2015
  • Exact Multi-Objective Virtual Network Embedding in Cloud Environments.  The Computer Journal.  58:403-415. 2015
  • SESAME.  ACM Transactions on Internet Technology.  14:1-24. 2014
  • A survey of collaborative services and security-related issues in modern wireless Ad-Hoc communications.  Journal of Network and Computer Applications.  45:215-227. 2014
  • Lightweight collaborative key establishment scheme for the Internet of Things.  Computer Networks.  64:273-295. 2014
  • Trust management system design for the Internet of Things: A context-aware and multi-service approach.  Computers & Security.  39:351-365. 2013
  • Building virtual networks across multiple domains.  ACM SIGCOMM Computer Communication Review.  41:412-413. 2011
  • Topology Control and Routing in Large Scale Wireless Sensor Networks.  Wireless Sensor Network.  02:584-598. 2010
  • Dynamic service deployment in a distributed heterogeneous cluster based router (DHCR).  Cluster Computing.  11:355-372. 2008
  • Seamless Handoff Solution For Nested Mobile Networks.  Journal of Networks.  1. 2006
  • Effect of circuit switched services on the capacity of HSDPA.  IEEE Transactions on Wireless Communications.  5:1044-1054. 2006
  • Cross-Layer design in HSDPA system to reduce the TCP effect.  IEEE Journal on Selected Areas in Communications.  24:614-625. 2006

• blog posting

  • Extended Finite State Machine based test generation for an OpenFlow switch.  . 2019
  • Preventive Model-based Verification and Repairing for SDN Requests.  arXiv (Cornell University). 2019
  • Identifying Operational Data-paths in Software Defined Networking Driven Data-planes.  arXiv (Cornell University). 2019
  • Mean Field Games in Cloud Networks.  . 2015
  • Quantifying Spatiotemporal Stability by means of Entropy: Approach and Motivations.  arXiv (Cornell University). 2012

• chapter

  • Dynamic Link Network Emulation and Validation of Execution Datasets.  Communications in computer and information science. 116-138. 2023
  • Request Relaxation Based-on Provider Constraints for a Capability-Based NaaS Services Discovery.  Lecture notes in computer science. 611-627. 2023
  • Uncovering Implicit Bundling Constraints: Empowering Cloud Network Service Discovery.  Lecture notes in computer science. 115-123. 2023
  • A Model Checking Based Approach for Detecting SDN Races.  Lecture notes in computer science. 194-211. 2019
  • Test Derivation for SDN-Enabled Switches: A Logic Circuit Based Approach.  Lecture notes in computer science. 69-84. 2018
  • Quality Estimation of Virtual Machine Placement in Cloud Infrastructures.  Lecture notes in computer science. 213-229. 2017
  • Towards Large-Scale Network Virtualization.  Lecture notes in computer science. 13-25. 2012
  • Challenges for Cloud Networking Security.  Mobile Networks and Management. 298-313. 2011
  • Preliminary Analysis of 4G-LTE Mobile Network Sharing for Improving Resiliency and Operator Differentiation.  Communications in computer and information science. 73-93. 2011
  • Autonomic Virtual Routers for the Future Internet.  Lecture notes in computer science. 104-115. 2009
  • Multiple Mobile Sinks Deployment for Energy Efficiency in Large Scale Wireless Sensor Networks.  Communications in computer and information science. 412-427. 2009
  • The Metalist Model: A Simple and Extensible Information Model for the Future Internet.  Lecture notes in computer science. 88-97. 2009

• conference paper

  • Studying timed aspects for cloud configuration management tools: validation and recommendations for safe execution.  . 1365-1367. 2024
  • Demonstration of a Compositional Learning Framework for Open and Disaggregated Optical Network Control.  Optical Fiber Communication Conference (OFC) 2022. M3Z.10-M3Z.10. 2024
  • Races in Extended Input/Ouput Automata, Their Compositions and Related Reactive Systems.  . 727-734. 2024
  • Constrained dynamic virtual network embedding 1 st Junkai He.  . 2023
  • Timed Transition Tour for Race Detection in Distributed Systems.  . 613-620. 2023
  • MAGC-RSA: multi-agent graph convolutional reinforcement learning for distributed routing and spectrum assignment in elastic optical networks.  . 2022
  • Enabling Multi-Provider Cloud Network Service Bundling.  . 405-414. 2022
  • Multi-Agent Graph Convolutional Reinforcement Learning for Intelligent Load Balancing.  NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. 2022
  • Constrained Deep Reinforcement Learning for Smart Load Balancing.  . 2022
  • Deep reinforcement learning for smart queue management.  . 2021
  • Demonstration of ML-aided Impairment-aware L0 Path Computation in Fully Disaggregated Multi-vendor Optical Transport Networks.  Optical Fiber Communication Conference (OFC) 2022. M2B.6-M2B.6. 2021
  • On using SMT-solvers for Modeling and Verifying Dynamic Network Emulators: (Work in Progress).  . 1-3. 2020
  • An Enhanced Reinforcement Learning Approach for Dynamic Placement of Virtual Network Functions.  . 1-7. 2020
  • Mandate-driven Networking Eco-system: A Paradigm Shift in End-to-End Communications.  . 1-6. 2020
  • Configuration of the Detection Function in a Distributed IDS Using Game Theory.  . 210-215. 2020
  • Unsupervised Protocol-based Intrusion Detection for Real-world Networks.  2016 International Conference on Computing, Networking and Communications (ICNC). 299-303. 2020
  • Real-Time Dynamic Security for ProSe in 5G.  . 1-4. 2019
  • On the Assessment and Debugging of QoE in SDN: Work in Progress.  . 1-3. 2019
  • Test Derivation for the Software Defined Networking Platforms: Novel Fault Models and Test Completeness.  . 1-6. 2018
  • Monitoring Intent for Optical Channel Defragmentation in Software-Defined Elastic Optical Networks.  . 1-4. 2018
  • A green VNFs placement and chaining algorithm.  NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. 1-5. 2018
  • A multi-objective non-dominated sorting genetic algorithm for VNF chains placement.  . 1-4. 2018
  • Towards Model based Testing for Software Defined Networks.  . 440-446. 2018
  • Security establishment for IoT environments in 5G: Direct MTC-UE communications.  . 1-5. 2017
  • SFC Provisioning over NFV Enabled Clouds.  . 423-430. 2017
  • Consumer-and-Provider-Oriented Efficient IaaS Resource Allocation.  2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW). 77-85. 2017
  • AI for SLA management in programmable networks.  . 2017
  • An efficient algorithm for virtual network function placement and chaining.  . 647-652. 2017
  • Cost-Efficient Algorithms for Critical Resource Allocation in Cloud Federations.  . 1-6. 2016
  • Virtualized routing and frequency allocation functions in elastic optical networks.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • VNF Placement and Chaining in Distributed Cloud.  . 376-383. 2016
  • A novel virtual network embedding scheme based on Gomory-Hu tree within cloud's backbone.  NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. 536-542. 2016
  • A self-stabilizing framework for dynamic bandwidth allocation in virtual networks.  NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. 69-77. 2016
  • Agile service manager for 5G.  NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium. 1285-1290. 2016
  • Improving profit through cloud federation..  HAL (Le Centre pour la Communication Scientifique Directe). 2015
  • An adaptive load balancing scheme for evolving virtual networks.  . 492-498. 2015
  • Improving profit through cloud federation.  . 732-739. 2015
  • RSforEVN: Node reallocation algorithm for virtual networks adaptation.  2022 IEEE Symposium on Computers and Communications (ISCC). 1-7. 2014
  • Inter-cloud Networking Gateway Architecture.  . 188-194. 2013
  • Towards a secure social sensor network.  . 24-29. 2013
  • SDN for Inter Cloud Networking.  . 1-7. 2013
  • Distributed power control in femto cells using Bayesian density tracking.  . 1388-1393. 2013
  • Stitch-n-Sync: Discreetly disclosing topology information using logically centralized controllers.  . 1-6. 2013
  • OCNI - Open Cloud Networking Interface.  . 1-8. 2013
  • Distributed transmit beamforming with 1-bit feedback for LoS-MISO channels.  . 455-459. 2013
  • Exact Adaptive Virtual Network Embedding in Cloud Environments.  . 319-323. 2013
  • Energy Efficient VM Scheduling for Cloud Data Centers: Exact Allocation and Migration Algorithms.  . 671-678. 2013
  • OpenRoutes.  . 2013
  • ROFL: Restoration of failures through link-bandwidth sharing.  . 30-35. 2012
  • Scalable network-aware data centre federation.  . 167-172. 2012
  • mhDHT: A scalable DHT-based name resolution system for the Future Internet.  . 1-5. 2012
  • Divide and share : a new approach for optimizing backup resource allocation in LTE mobile networks backhaul.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • An enhanced media independent handover framework for vertical handover decision making based on networks' reputation.  . 673-678. 2012
  • Resource Allocation and Routing in MIMO-WPM Cognitive Radio Ad-Hoc Networks.  . 1-5. 2012
  • Design and performance evaluation of a composite-based back end system for WSNs.  . 1142-1148. 2012
  • Tracking topology dynamicity for link prediction in intermittently connected wireless networks.  . 469-474. 2012
  • Distributed stochastic learning for continuous power control in wireless networks.  . 199-203. 2012
  • Improving link prediction in intermittently connected wireless networks by considering link and proximity stabilities.  . 1-10. 2012
  • Minimum Cost Maximum Flow Algorithm for Dynamic Resource Allocation in Clouds.  . 876-882. 2012
  • iSensors: A middleware for dynamic sensor networks.  . 134-138. 2012
  • Demystifying Link Congestion in 4G-LTE Backhaul Using OpenFlow.  . 1-8. 2012
  • Cooperation enforcement for packet forwarding optimization in multi-hop ad-hoc networks.  2022 IEEE Wireless Communications and Networking Conference (WCNC). 1915-1920. 2012
  • 3RIS for 4G : a new approach for increasing availability and reducing costs for LTE networks.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Adaptive resource allocation using Kalman filters in busy and idle bands for WPM-based Cognitive Radio systems.  . 1-5. 2011
  • A Nash Stackelberg approach for network pricing, revenue maximization and vertical handover decision making.  . 622-629. 2011
  • Reputation for Vertical Handover decision making.  . 318-323. 2011
  • ENPA and EBPA models for primary user activity based power allocation in cognitive systems.  . 671-675. 2011
  • Building virtual networks across multiple domains.  . 412-413. 2011
  • Constrained Pricing for Cloud Resource Allocation.  . 359-365. 2011
  • A joint model for IEEE 802.15.4 physical and medium access control layers.  . 2011
  • A new energy efficient interface selection mechanism for power saving at multi-interface mobile terminals.  . 2011
  • Design, Implementation and Evaluation of Virtual Resource Description and Clustering Framework.  . 83-89. 2011
  • Netlnf mobile node architecture and mobility management based on LISP mobile node.  . 981-982. 2011
  • On the use of network QoS reputation for vertical handover decision making.  . 2010
  • SCLS: A stream-controlled link scheduling algorithm for MIMO wireless mesh networks.  . 400-405. 2010
  • Context aware vertical handover decision making in heterogeneous wireless networks.  . 2010
  • Adaptive virtual network provisioning.  . 41-48. 2010
  • A two-layered virtualization overlay system using software Avatars.  . 1086-1090. 2010
  • Virtual Resource Description and Clustering for Virtual Network Discovery.  IEEE International Conference on Communications workshops. 1-6. 2009
  • A P2P-Based Middleware for Wide-Area Service Discovery.  . 57-65. 2008
  • A Distributed and Autonomic Virtual Network Mapping Framework.  . 241-247. 2008
  • Energy Efficient Scheme for Large Scale Wireless Sensor Networks with Multiple Sinks.  IEEE Wireless Communications and Networking Conference. 2367-2372. 2008
  • Personal Overlay Networks Management Using a P2P-based Publish/Subscribe Naming System.  . 95-99. 2008
  • A Distributed Virtual Network Mapping Algorithm.  IEEE International Conference on Communications. 5634-5640. 2008
  • Effect of TCP on UMTS-HSDPA system performance and capacity.  . 4104-4108. 2005
  • MIMO/HSDPA with fast fading and mobility: capacity and coverage study.  . 2181-2186. 2005
  • Comparison between MIMO techniques in UMTS-HSDPA system.  . 874-878. 2005
  • On the capacity of HSDPA.  . 60-64. 2004
  • "Packet-e-model": e-model for wireless VoIP quality evaluation.  . 2421-2425. 2004
  • Analysis of aggressive reservation multiple access schemes for wireless PCS.  . 2002
  • Aggressive handover algorithm for mobile networks.  . 87-90. 2002
  • A communicating scheme for adaptive resource allocation in wireless networks.  . 65-69. 2002
  • Channel segregation for slot assignment in integrated voice and data systems.  . 831-835. 2002
  • Analysis of a two-layer cellular mobile communication system.  . 2002

• document

  • Orientation and localization system.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • Communication system comprising a plurality of nodes having a location and an orientation to be determined.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • Autonomic network node system.  HAL (Le Centre pour la Communication Scientifique Directe). 2008

• proceedings

  • Security Establishment for IoT Environments in 5G: Direct MTC-UE Communications.  Zenodo (CERN European Organization for Nuclear Research). 2017