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