Faculty

Institution

Unit

Venue

Shaolei Ren

Associate Professor

University of California, Riverside

Affiliations

Bourns College of Engineering

Electrical and Computer Engineering

Shaolei Ren is currently serving as a Bourns College Of Engineering Associate Professor at University of California, Riverside.

Honors

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Experiences

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Education

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Shaolei Ren

University of California, Riverside

Associate Professor

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computer science systems engineering cloud computing machine learning energy management economics electrical engineering data center management distributed systems demand response communications systems artificial intelligence green data center computational intelligence edge computing networked system design machine learning research energy efficiency intelligent computing datacenter-scale computing data center systems scheduling (computing) mobile computing wireless communications demand management emergency demand response operations research infrastructure engineering smart grid distributed computing data security colocation data centers telecommunication networks information technology energy demand management cloud resource management classifier systems service computing thermal engineering intelligent building building engineering incentive mechanisms wireless cooperative network distributed resource management relay network scheduling problems exploration v exploitation colocation demand response multi-tenant data centers revenue maximization communications markets pricing policy dynamic pricing data center network cloud load balancing building energy scheduling (production processes) quality-of-service power control spectrum management bidirectional energy trading dynamic scheduling colocation datacenters multi-core platforms online learning cloud scheduling cloud data management autonomic computing data center security cost allocations geo-distributed data centers data centers colocation data center cloud data centers virtualized data center online energy budgeting intelligent systems signal processing computer engineering

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Case Study of Environmental Footprints for Generative AI Inference: Cloud Versus Edge. ACM SIGMETRICS Performance Evaluation Review (2025)

ai foundationcomputer sciencecomputational intelligenceai architecturecase studiesmachine learningintelligent computinggenerative ai inferencedata sciencegenerative modelsartificial intelligenceenvironmental footprintsgenerative ai

A Water Efficiency Dataset for African Data Centers. (2025)

water resourceswater resource managementwater qualitygreen data centerdata sciencewater efficiency dataset

Holistic Design Towards Resource-Stringent Binary Vector Symbolic Architecture. (2025)

system softwarecomputer sciencecomputer architecturesymbolic executionsoftware designcomputer engineeringsoftware analysissymbolic computationhigh performance computer architecturevectorization

Learning-Augmented Decentralized Online Convex Optimization in Networks. ACM SIGMETRICS Performance Evaluation Review (2025)

network sciencenetwork analysiscomputer sciencedistributed learningonline problemcomputational optimizationmathematical optimizationconvex optimization

Learning-Augmented Online Control for Decarbonizing Water Infrastructures. (2025)

control optimizationinfrastructure engineeringsystems engineeringwater governancelearning-augmented online controlcyber-physical systemslearning control

Learning for Sustainable Online Scheduling With Competitive Fairness Guarantees. (2025)

computer sciencefairnessscheduling (computing)sustainable online schedulingcomputational optimizationfair resource allocationonline problem

Making AI Less 'Thirsty'. Communications of the ACM (2025)

computer scienceautomationintelligent systemscomputational intelligenceai lessmachine learningintelligent computingcognitive scienceartificial general intelligencemachine intelligenceintelligent robotic systemsartificial intelligenceethics of artificial intelligenceevolutionary intelligenceresponsible ai

Toward Environmentally Equitable AI. Communications of the ACM (2025)

sustainability sciencetechnologyenvironmental justicesustainable futureenvironmental economicsenvironmental policyenvironmental planningenvironmental impact assessmentsustainable development

Towards Training Robustness Against Dynamic Errors in Quantum Machine Learning. (2025)

computer sciencequantum computingquantum machine learningquantum error correctionmachine learningquantum algorithmsmachine learning researchapplied mathematicsquantum information sciencequantum science

Towards Vector Optimization on Low-Dimensional Vector Symbolic Architecture. ArXiv.org (2025)

computational sciencecomputer sciencevector processingvectorizationsymbolic manipulationcomputational optimizationtowards vector optimizationmathematical optimization

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Shaolei Ren

Associate Professor

University of California, Riverside

Affiliations

Bourns College of Engineering

Electrical and Computer Engineering

Shaolei Ren is currently serving as a Bourns College Of Engineering Associate Professor at University of California, Riverside.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Shaolei Ren

University of California, Riverside

Associate Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Case Study of Environmental Footprints for Generative AI Inference: Cloud Versus Edge. ACM SIGMETRICS Performance Evaluation Review (2025)

A Water Efficiency Dataset for African Data Centers. (2025)

water resourceswater resource managementwater qualitygreen data centerdata sciencewater efficiency dataset

Holistic Design Towards Resource-Stringent Binary Vector Symbolic Architecture. (2025)

system softwarecomputer sciencecomputer architecturesymbolic executionsoftware designcomputer engineeringsoftware analysissymbolic computationhigh performance computer architecturevectorization

Learning-Augmented Decentralized Online Convex Optimization in Networks. ACM SIGMETRICS Performance Evaluation Review (2025)

network sciencenetwork analysiscomputer sciencedistributed learningonline problemcomputational optimizationmathematical optimizationconvex optimization

Learning-Augmented Online Control for Decarbonizing Water Infrastructures. (2025)

control optimizationinfrastructure engineeringsystems engineeringwater governancelearning-augmented online controlcyber-physical systemslearning control

Learning for Sustainable Online Scheduling With Competitive Fairness Guarantees. (2025)

computer sciencefairnessscheduling (computing)sustainable online schedulingcomputational optimizationfair resource allocationonline problem

Making AI Less 'Thirsty'. Communications of the ACM (2025)

Toward Environmentally Equitable AI. Communications of the ACM (2025)

sustainability sciencetechnologyenvironmental justicesustainable futureenvironmental economicsenvironmental policyenvironmental planningenvironmental impact assessmentsustainable development

Towards Training Robustness Against Dynamic Errors in Quantum Machine Learning. (2025)

Towards Vector Optimization on Low-Dimensional Vector Symbolic Architecture. ArXiv.org (2025)

computational sciencecomputer sciencevector processingvectorizationsymbolic manipulationcomputational optimizationtowards vector optimizationmathematical optimization

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2
3
4
5
21
10 / page

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Similar Faculty Members

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Institution

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distributed learning

reinforcement learning

Anand Sivasubramaniam

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industrial informatics

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Institution

University of Arizona

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grid computing

Tianyi Chen

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Junshan Zhang

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University of California, Davis

edge computing

internet of things

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network algorithm

Kadangode Ramakrishnan

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systems and networks

cybersecurity

Koushik Kar

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Rensselaer Polytechnic Institute

network traffic control

wireless network

Jie Xu

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George Mason University

machine learning

computer science