Faculty

Institution

Unit

Venue

Beatriz Lorenzo

Assistant Professor

University of Massachusetts Amherst

Affiliations

College of Engineering

Electrical and Computer Engineering

Beatriz Lorenzo is currently serving as a College Of Engineering Assistant Professor at University of Massachusetts Amherst.

Honors

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Experiences

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Education

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Beatriz Lorenzo

University of Massachusetts Amherst

Assistant Professor

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systems engineering computer science electrical engineering wireless communications communications systems machine learning internet of things technology network science edge computing vehicular technology spectrum management mobile computing transportation engineering artificial intelligence network analysis communication security network management cognitive radio vehicle technology internet of vehicles network optimization networked system design advanced networking telecommunication networks computational intelligence data security wireless network management topology optimization machine learning research information technology intelligent computing information theory multicast mobile security mobile communication advanced wireless networks dynamic network architectures dynamic wireless networks heterogeneous iot service management automatic control internet economics economic modelling architectural design quantum machine learning scheduling (computing) scheduling problems genetic algorithms power efficiency device-to-device heterogeneous networks graph processing graph neural networks high-speed networking dynamic networks collaborative computing nanoscale modeling communication engineering distributed computing deep reinforcement learning tactile internet data trust network security network information theory multihop cellular networks optimal routing traffic scheduling power-efficient resource allocation dynamic network architecture multi-domain network latency equalization edge computation multicast dtns business portfolio context-aware nanoscale modeling 5g system quantum networks intelligent network wireless networks 6g network convergence

Notable Scholarly Works

Notable Federal Grants

Collaborators

Artificial Neural Networks. Springer eBooks (2025)

Zhen “Leo” Liu

artificial intelligencecomputer scienceneural computationartificial neural networksartificial systemsmachine intelligenceintelligent computingneural network (machine learning)learning classifier systemmachine learning researchcomputational intelligencedata sciencemachine learning

Dynamic and Distributed Probing for Covert Cognitive Mobile Edge Computing Networks. IEEE Transactions on Wireless Communications (2025)

X. LiuH. H. EsmatB. LorenzoD. Goeckel

fog computing securityinformation securitymobile computingcovert channelswireless communicationscomputer sciencesystems engineeringwireless networkscognitive sciencecommunications systemsnetworked system designcomputer securityedge computingcommunication securitymobile securitycognitive networksmulti-access edge computingdistributed probingdata security

Cross-Technology Federated Matching for Age of Information Minimization in Heterogeneous Iot. IEEE/ACM Transactions on Networking (2024)

Haitham H. EsmatXiaohao XiaYinxuan WuBeatriz LorenzoLinke Guo

computer scienceheterogeneous iotiot communicationinternet of thingsinformation minimizationnetworked system designnetwork managementmobile computingiot systemiot protocoladvanced networkingnetwork analysis

Machine Learning Algorithms. Synthesis lectures on engineering, science, and technology (2024)

Pramod GuptaNaresh Kumar SehgalJohn M. Acken

computer sciencemachine learning algorithmstechnologyengineeringengineering sciencemachine learning

Semantic-Aware Architecture Design for a Lifelong Swarm Metaverse. IEEE Internet of Things Journal (2024)

Ning WangYinxuan WuBeatriz LorenzoBing Liu

artificial intelligenceintelligent systemsnatural computinginternet of thingsmetaversecomputer scienceagent architectureintelligent computingknowledge representation and reasoningsemantic webdesignsystems biologylifelong swarm metaverseswarm roboticssemantic-aware architecture designsemantic sensor networkcontrol optimizationswarm intelligenceai architecturemultiagent systems

Sla Decomposition for Sustainable End-To-End Multi-Domain Multi-Technology Network Slicing. IEEE Wireless Communications (2024)

Haitham H. EsmatBeatriz Lorenzo

systems engineeringsla decompositionwireless networksnetwork segmentation

Uav-Enabled Covert Cross-Technology Communication in Heterogeneous Iot Networks. 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall) (2024)

Xiaohao XiaHaitham H. EsmatBeatriz LorenzoDennis Goeckel

internet of thingscommunicationmobile computingcovert channelswireless communicationssystems engineeringiot communicationinternet of vehiclesunmanned aircraft systemscommunications systemsunmanned aerial vehiclesvehicle communicationcomputer securitycommunication securitymobile communicationdronestechnologyheterogeneous iot networksvehicular technology

Caching and Computation Offloading for Intelligent Transportation Systems Enabled by Satellite-Terrestrial Networks. 2022 IEEE 13th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) (2023)

S. YangX. XiaB. Lorenzo

wireless communicationscomputer sciencesystems engineeringcachingsatellite-terrestrial networksvehicular technologymachine learning

Covert Communications in Cognitive Mobile Edge Computing Networks Using Restless Multi-Armed Bandits. MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) (2023)

X. LiuB. LorenzoD. Goeckel

computer sciencecovert communicationscomputer securityedge computingrestless multi-armed bandits

Cross-Domain Federated Computation Offloading for Age of Information Minimization in Satellite-Airborne-Terrestrial Networks. (2023)

X. XiaH. H. EsmatK. DyerB. LorenzoL. Guo

wireless communicationscomputer scienceinternet of thingssatellite-airborne-terrestrial networksaerospace engineering

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Beatriz Lorenzo

Assistant Professor

University of Massachusetts Amherst

Affiliations

College of Engineering

Electrical and Computer Engineering

Beatriz Lorenzo is currently serving as a College Of Engineering Assistant Professor at University of Massachusetts Amherst.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Beatriz Lorenzo

University of Massachusetts Amherst

Assistant Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Artificial Neural Networks. Springer eBooks (2025)

Zhen “Leo” Liu

Dynamic and Distributed Probing for Covert Cognitive Mobile Edge Computing Networks. IEEE Transactions on Wireless Communications (2025)

X. LiuH. H. EsmatB. LorenzoD. Goeckel

Cross-Technology Federated Matching for Age of Information Minimization in Heterogeneous Iot. IEEE/ACM Transactions on Networking (2024)

Haitham H. EsmatXiaohao XiaYinxuan WuBeatriz LorenzoLinke Guo

Machine Learning Algorithms. Synthesis lectures on engineering, science, and technology (2024)

Pramod GuptaNaresh Kumar SehgalJohn M. Acken

computer sciencemachine learning algorithmstechnologyengineeringengineering sciencemachine learning

Semantic-Aware Architecture Design for a Lifelong Swarm Metaverse. IEEE Internet of Things Journal (2024)

Ning WangYinxuan WuBeatriz LorenzoBing Liu

Sla Decomposition for Sustainable End-To-End Multi-Domain Multi-Technology Network Slicing. IEEE Wireless Communications (2024)

Haitham H. EsmatBeatriz Lorenzo

systems engineeringsla decompositionwireless networksnetwork segmentation

Uav-Enabled Covert Cross-Technology Communication in Heterogeneous Iot Networks. 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall) (2024)

Xiaohao XiaHaitham H. EsmatBeatriz LorenzoDennis Goeckel

S. YangX. XiaB. Lorenzo

wireless communicationscomputer sciencesystems engineeringcachingsatellite-terrestrial networksvehicular technologymachine learning

Covert Communications in Cognitive Mobile Edge Computing Networks Using Restless Multi-Armed Bandits. MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM) (2023)

X. LiuB. LorenzoD. Goeckel

computer sciencecovert communicationscomputer securityedge computingrestless multi-armed bandits

Cross-Domain Federated Computation Offloading for Age of Information Minimization in Satellite-Airborne-Terrestrial Networks. (2023)

X. XiaH. H. EsmatK. DyerB. LorenzoL. Guo

wireless communicationscomputer scienceinternet of thingssatellite-airborne-terrestrial networksaerospace engineering

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