Alberto Leon-Garcia

ORCID

Publication Activity (10 Years)

Years Active: 1979-2024
Publications (10 Years): 131

Top Venues

CoRR

CNSM

NOMS

Publications

Dilli Prasad Sharma, Nasim Beigi Mohammadi, Hongxiang Geng, Dawn Dixon, Rob Madro, Phil Emmenegger, Carlos Tobar, Jeff Li, Alberto Leon-Garcia
Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events. CoRR (2024)
Paridhika Kayal, Alberto Leon-Garcia
DNNSplit: Latency and Cost-Efficient Split Point Identification for Multi-Tier DNN Partitioning. IEEE Access 12 (2024)
Jieyu Lin, Minghao Li, Sai Qian Zhang, Alberto Leon-Garcia
Murmuration: On-the-fly DNN Adaptation for SLO-Aware Distributed Inference in Dynamic Edge Environments. ICPP (2024)
Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
Intent Assurance using LLMs guided by Intent Drift. NOMS (2024)
Jieyu Lin, Sai Qian Zhang, Alberto Leon-Garcia
sLLM: Accelerating LLM Inference using Semantic Load Balancing with Shared Memory Data Structures. ISQED (2024)
Dilli Prasad Sharma, Nasim Beigi Mohammadi, Hongxiang Geng, Dawn Dixon, Rob Madro, Phil Emmenegger, Carlos Tobar, Jeff Li, Alberto Leon-Garcia
Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events in the City of Edmonton. IEEE Access 12 (2024)
Simona Marinova, Alberto Leon-Garcia
Intelligent O-RAN Beyond 5G: Architecture, Use Cases, Challenges, and Opportunities. IEEE Access 12 (2024)
Kristina Dzeparoska, Jieyu Lin, Ali Tizghadam, Alberto Leon-Garcia
LLM-based policy generation for intent-based management of applications. CoRR (2024)
Morteza Moghaddassian, Alberto Leon-Garcia
Yodel: A Layer 3.5 Name-Based Multicast Network Architecture For The Future Internet. CoRR (2024)
Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
Intent Assurance using LLMs guided by Intent Drift. CoRR (2024)
Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
Emergence: An Intent Fulfillment System. IEEE Commun. Mag. 62 (6) (2024)
Morteza Moghaddassian, Shayan Shafaghi, Pooyan Habibi, Alberto Leon-Garcia
Phoenix: Transformative Reconfigurability for Edge IoT Devices in Small-Scale IoT Systems. IEEE Access 11 (2023)
Xiaoqi Tan, Siyuan Yu, Raouf Boutaba, Alberto Leon-Garcia
Threshold Policies with Tight Guarantees for Online Selection with Convex Costs. CoRR (2023)
Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia
Entropy-Aware Time-Varying Graph Neural Networks with Generalized Temporal Hawkes Process: Dynamic Link Prediction in the Presence of Node Addition and Deletion. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Jieyu Lin, Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
AppleSeed: Intent-Based Multi-Domain Infrastructure Management via Few-Shot Learning. NetSoft (2023)
Kristina Dzeparoska, Jieyu Lin, Ali Tizghadam, Alberto Leon-Garcia
LLM-Based Policy Generation for Intent-Based Management of Applications. CNSM (2023)
Pooyan Habibi, Morteza Moghaddassian, Shayan Shafaghi, Alberto Leon-Garcia
Data Fabrics for Multi-Domain Information Systems. CNSM (2023)
Yifan Lu, Mingzhou Zhang, Jiawei Hou, Duo Li, Morteza Moghaddassian, Alberto Leon-Garcia
CampusX: An IoT-Powered Real-Time Monitoring System for University Campuses. CCNC (2023)
Mehdi Shajari, Hongxiang Geng, Kaixuan Hu, Alberto Leon-Garcia
Tensor-Based Online Network Anomaly Detection and Diagnosis. IEEE Access 10 (2022)
Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia
Missing Data Estimation in Temporal Multilayer Position-Aware Graph Neural Network (TMP-GNN). Mach. Learn. Knowl. Extr. 4 (2) (2022)
Xiaoqi Tan, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Online Combinatorial Auctions for Resource Allocation with Supply Costs and Capacity Limits. CoRR (2022)
Morteza Moghaddassian, Alberto Leon-Garcia
Bringing ICN To Software-Defined Infrastructures. NOMS (2022)
Saeedeh Parsaeefard, Alberto Leon-Garcia
Efficient Transfer Learning in 6G. FNWF (2022)
Saeedeh Parsaeefard, Pooyan Habibi, Alberto Leon-Garcia
Towards Interaction and Conflict Management in AI-assisted Operational Control Loops in 6G. FNWF (2022)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service. AAAI (2021)
Majid Raeis, Alberto Leon-Garcia
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control. ITSC (2021)
Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia
Estimation of Missing Data in Intelligent Transportation System. CoRR (2021)
Saeedeh Parsaeefard, Alberto Leon-Garcia
Toward Efficient Transfer Learning in 6G. CoRR (2021)
Mohammad Ewais, Juan Camilo Vega, Alberto Leon-Garcia, Paul Chow
A Framework Integrating FPGAs in VNF Networks. NoF (2021)
Ehsan Tohidi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali, Babak Hossein Khalaj, Alberto Leon-Garcia
Near-Optimal Robust Virtual Controller Placement in 5G Software Defined Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia
Missing Data Estimation in Temporal Multilayer Position-aware Graph Neural Network (TMP-GNN). CoRR (2021)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service. CoRR (2021)
Ehsan Tohidi, Saeedeh Parsaeefard, Ali Akbar Hemmati, Mohammad Ali Maddah-Ali, Babak Hossein Khalaj, Alberto Leon-Garcia
Distributed Controller-Switch Assignment in 5G Networks. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Saeedeh Parsaeefard, Sayed Ehsan Etesami, Alberto Leon-Garcia
Robust Federated Learning by Mixture of Experts. CoRR (2021)
Kristina Dzeparoska, Nasim Beigi Mohammadi, Ali Tizghadam, Alberto Leon-Garcia
Towards a Self-Driving Management System for the Automated Realization of Intents. IEEE Access 9 (2021)
Saeedeh Parsaeefard, Pooyan Habibi, Alberto Leon-Garcia
Interaction and Conflict Management in AI-assisted Operational Control Loops in 6G. CoRR (2021)
Saeedeh Parsaeefard, Alberto Leon-Garcia
Generalized ADMM in Distributed Learning via Variational Inequality. CoRR (2021)
Thomas Lin, Weiyu Zhao, Ivan Co, Andrew Chen, Henry Xu, Alberto Leon-Garcia
PhysarumSM: P2P Service Discovery and Allocation in Dynamic Edge Networks. IM (2021)
Jieyu Lin, Hongxiang Geng, Alberto Leon-Garcia
Automating Web-based Infrastructure Management via Contextual Imitation Learning. APNOMS (2021)
Alberto Leon-Garcia, Martha Steenstrup
The Need for Holistic Network Design. IEEE Commun. Mag. 59 (8) (2021)
Majid Raeis, Alberto Leon-Garcia
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control. CoRR (2021)
Juan Camilo Vega, Mohammad Ewais, Alberto Leon-Garcia, Paul Chow
FFIVE: An FPGA Framework for Interactive VNF Environments. FCCM (2021)
Thomas Lin, Alberto Leon-Garcia
Towards a Client-Centric QoS Auto-Scaling System. NOMS (2020)
Xiaoqi Tan, Bo Sun, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Mechanism Design for Online Resource Allocation: A Unified Approach. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Xiaoqi Tan, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Posted-Price Retailing of Transactive Energy: An Optimal Online Mechanism Without Prediction. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Probabilistic Bounds on the End-to-End Delay of Service Function Chains using Deep MDN. CoRR (2020)
Omid Fallah-Mehrjardi, Mohammad Hossein Yaghmaee, Alberto Leon-Garcia
Charge Scheduling of Electric Vehicles in Smart Parking-Lot Under Future Demands Uncertainty. IEEE Trans. Smart Grid 11 (6) (2020)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Reinforcement Learning-based Admission Control in Delay-sensitive Service Systems. CoRR (2020)
Jieyu Lin, Kristina Dzeparoska, Sai Qian Zhang, Alberto Leon-Garcia, Nicolas Papernot
On the Robustness of Cooperative Multi-Agent Reinforcement Learning. SP Workshops (2020)
Bahareh Najafi, Saeedeh Parsaeefard, Alberto Leon-Garcia
Estimation of Missing Data in Intelligent Transportation System. VTC Fall (2020)
Xiaoqi Tan, Bo Sun, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Mechanism Design for Online Resource Allocation: A Unified Approach. SIGMETRICS (Abstracts) (2020)
Ahmad Reza Montazerolghaem, Mohammad Hossein Yaghmaee, Alberto Leon-Garcia
Green Cloud Multimedia Networking: NFV/SDN Based Energy-Efficient Resource Allocation. IEEE Trans. Green Commun. Netw. 4 (3) (2020)
Jieyu Lin, Kristina Dzeparoska, Sai Qian Zhang, Alberto Leon-Garcia, Nicolas Papernot
On the Robustness of Cooperative Multi-Agent Reinforcement Learning. CoRR (2020)
Xiaoqi Tan, Bo Sun, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Mechanism Design for Online Resource Allocation: A Unified Approach. CoRR (2020)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Probabilistic Bounds on the End-to-End Delay of Service Function Chains using Deep MDN. PIMRC (2020)
Xiaoqi Tan, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Online Combinatorial Auctions for Resource Allocation With Supply Costs and Capacity Limits. IEEE J. Sel. Areas Commun. 38 (4) (2020)
Pooyan Habibi, Mohammad Farhoudi, Sepehr Kazemian, Siavash Khorsandi, Alberto Leon-Garcia
Fog Computing: A Comprehensive Architectural Survey. IEEE Access 8 (2020)
Simona Marinova, Thomas Lin, Hadi Bannazadeh, Alberto Leon-Garcia
End-to-end network slicing for future wireless in multi-region cloud platforms. Comput. Networks 177 (2020)
Simona Marinova, Valentin Rakovic, Daniel Denkovski, Thomas Lin, Vladimir Atanasovski, Hadi Bannazadeh, Liljana Gavrilovska, Alberto Leon-Garcia
End-to-End Network Slicing for Flash Crowds. IEEE Commun. Mag. 58 (4) (2020)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Reinforcement Learning-based Admission Control in Delay-sensitive Service Systems. GLOBECOM (2020)
Thomas Lin, Simona Marinova, Alberto Leon-Garcia
Towards an End-to-End Network Slicing Framework in Multi-Region Infrastructures. NetSoft (2020)
Xiaoqi Tan, Alberto Leon-Garcia, Bo Sun, Danny H. K. Tsang
A Novel Online Mechanism for Demand-Side Flexibility Management under Arbitrary Arrivals. e-Energy (2019)
Saeedeh Parsaeefard, Iman Tabrizian, Alberto Leon-Garcia
Artificial Intelligence as a Services (AI-aaS) on Software-Defined Infrastructure. CoRR (2019)
Ehsan Tohidi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali, Babak Hossein Khalaj, Alberto Leon-Garcia
Controller-Switch Assignment in 5G Networks. 5G World Forum (2019)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Predicting Distributions of Waiting Times in Customer Service Systems using Mixture Density Networks. CNSM (2019)
Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia
Real-Time Prediction of Delay Distribution in Service Systems using Mixture Density Networks. CoRR (2019)
Vignesh Sridharan, Mohan Gurusamy, Alberto Leon-Garcia
Anomalous Rule Detection using Machine Learning in Software Defined Networks. NFV-SDN (2019)
Saeedeh Parsaeefard, Iman Tabrizian, Alberto Leon-Garcia
Representation of Federated Learning via Worst-Case Robust Optimization Theory. CoRR (2019)
Xiaoqi Tan, Alberto Leon-Garcia, Danny H. K. Tsang
Optimal Posted Prices for Online Resource Allocation with Supply Costs. SIGMETRICS Perform. Evaluation Rev. 47 (2) (2019)
Juan Camilo Vega, Qianfeng Shen, Alberto Leon-Garcia, Paul Chow
Introducing ReCPRI: A Field Re-configurable Protocol for Backhaul Communication in a Radio Access Network. IM (2019)
Mai H. Hassan, Ali Tizghadam, Alberto Leon-Garcia
Spatio-temporal Anomaly Detection in Intelligent Transportation Systems. ANT/EDI40 (2019)
Saeedeh Parsaeefard, Iman Tabrizian, Alberto Leon-Garcia
Artificial Intelligence as a Service (AI-aaS) on Software-Defined Infrastructure. CSCN (2019)
Weiwei Li, Petros Spachos, Mark H. Chignell, Alberto Leon-Garcia, Leon Zucherman, Jie Jiang
A quantitative relationship between Application Performance Metrics and Quality of Experience for Over-The-Top video. Comput. Networks 142 (2018)
Mohammad Hossein Yaghmaee, Alberto Leon-Garcia, Morteza Moghaddassian
On the Performance of Distributed and Cloud-Based Demand Response in Smart Grid. IEEE Trans. Smart Grid 9 (5) (2018)
Rajsimman Ravichandiran, Hadi Bannazadeh, Alberto Leon-Garcia
eDoS Mitigation for Autonomic Management on Multi-Tier IoT. CNSM (2018)
Ahmad Reza Montazerolghaem, Mohammad Hossein Yaghmaee Moghaddam, Alberto Leon-Garcia
OpenAMI: Software-Defined AMI Load Balancing. IEEE Internet Things J. 5 (1) (2018)
Rajsimman Ravichandiran, Hadi Bannazadeh, Alberto Leon-Garcia
Anomaly Detection using Resource Behaviour Analysis for Autoscaling systems. NetSoft (2018)
Xiaoqi Tan, Alberto Leon-Garcia
Autonomous Mobility and Energy Service Management in Future Smart Cities: An Overview. UV (2018)
Xiaoqi Tan, Alberto Leon-Garcia
Autonomous Mobility and Energy Service Management in Future Smart Cities: An Overview. CoRR (2018)
Mahsa Derakhshani, Saeedeh Parsaeefard, Tho Le-Ngoc, Alberto Leon-Garcia
Leveraging synergy of SDWN and multi-layer resource management for 5G networks. IET Networks 7 (5) (2018)
Mahsa Derakhshani, Xiaowei Wang, Daniel Tweed, Tho Le-Ngoc, Alberto Leon-Garcia
AP-STA Association Control for Throughput Maximization in Virtualized WiFi Networks. IEEE Access 6 (2018)
Yan Zhang, Yuan Wu, Hassnaa Moustafa, Danny H. K. Tsang, Alberto Leon-Garcia, Usman Javaid
Multi-Access Mobile Edge Computing for Heterogeneous IoT. IEEE Commun. Mag. 56 (8) (2018)
Mohammad Hossein Yaghmaee Moghaddam, Alberto Leon-Garcia
A Fog-Based Internet of Energy Architecture for Transactive Energy Management Systems. IEEE Internet Things J. 5 (2) (2018)
Xiaoxue Liu, Alberto Leon-Garcia, Peidong Zhu
Context based Detections against Legal False Price Data and Malicious Disconnect Commands in Smart Grid. ICCSA (6) (2018)
Kristina Dzeparoska, Hadi Bannazadeh, Alberto Leon-Garcia
SDX-based security collaboration: Extending the security reach beyond network domains. CNSM (2018)
Yan Zhang, Yan Wu, Danny H. K. Tsang, Alberto Leon-Garcia
Guest Editorial Special Section on Energy Informatics for Green Cities. IEEE Trans. Ind. Informatics 14 (4) (2018)
Thomas Lin, Byungchul Park, Hadi Bannazadeh, Alberto Leon-Garcia
Deploying a multi-tier heterogeneous cloud: Experiences and lessons from the SAVI testbed. NOMS (2018)
Ahmad Reza Montazerolghaem, Mohammad Hossein Yaghmaee Moghaddam, Alberto Leon-Garcia
OpenSIP: Toward Software-Defined SIP Networking. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)
Naif Tarafdar, Thomas Lin, Eric Fukuda, Hadi Bannazadeh, Alberto Leon-Garcia, Paul Chow
Enabling Flexible Network FPGA Clusters in a Heterogeneous Cloud Data Center. FPGA (2017)
Naif Tarafdar, Thomas Lin, Nariman Eskandari, David Lion, Alberto Leon-Garcia, Paul Chow
Heterogeneous virtualized network function framework for the data center. FPL (2017)
Mohammad Hossein Yaghmaee, Morteza Moghaddassian, Alberto Leon-Garcia
Autonomous Two-Tier Cloud-Based Demand Side Management Approach with Microgrid. IEEE Trans. Ind. Informatics 13 (3) (2017)
Ahmad Reza Montazerolghaem, Mohammad Hossien Yaghmaee Moghaddam, Alberto Leon-Garcia, Mahmoud Naghibzadeh, Farzad Tashtarian
A Load-Balanced Call Admission Controller for IMS Cloud Computing. CoRR (2017)
Hamzeh Khazaei, Rajsimman Ravichandiran, Byungchul Park, Hadi Bannazadeh, Ali Tizghadam, Alberto Leon-Garcia
Elascale: autoscaling and monitoring as a service. CASCON (2017)
Sai Qian Zhang, Qi Zhang, Ali Tizghadam, Byungchul Park, Hadi Bannazadeh, Raouf Boutaba, Alberto Leon-Garcia
TCAM space-efficient routing in a software defined network. Comput. Networks 125 (2017)
Saeed Arezoumand, Kristina Dzeparoska, Hadi Bannazadeh, Alberto Leon-Garcia
MD-IDN: Multi-domain intent-driven networking in software-defined infrastructures. CNSM (2017)
Hamzeh Khazaei, Hadi Bannazadeh, Alberto Leon-Garcia
End-to-end management of IoT applications. NetSoft (2017)
Hamzeh Khazaei, Hadi Bannazadeh, Alberto Leon-Garcia
SAVI-IoT: A Self-Managing Containerized IoT Platform. FiCloud (2017)
Saeed Arezoumand, Hadi Bannazadeh, Alberto Leon-Garcia
Layer-two peering across SAVI and GENI testbeds using HyperExchange. IM (2017)
Ahmad Reza Montazerolghaem, Mohammad Hossein Yaghmaee Moghaddam, Alberto Leon-Garcia
OpenSIP: Toward Software-Defined SIP Networking. CoRR (2017)
Thomas Lin, Naif Tarafdar, Byungchul Park, Paul Chow, Alberto Leon-Garcia
Enabling network function virtualization over heterogeneous resources. APNOMS (2017)

Alberto Leon-Garcia.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Alberto Leon-Garcia