TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad, +7

Artificial IntelligenceCluster ComputingEngineeringMachine LearningFederated Structure +15

FedAT

Zheng Chai, Yujing Chen, Ali Anwar, +3

Cluster ComputingDecentralized Machine LearningEngineeringTradeoff SpaceCollaborative Learning +12

FedAT: A Communication-Efficient Federated Learning Method with Asynchronous Tiers under Non-IID Data.

Zheng Chai, Yujing Chen, Liang Zhao, +2

arXiv (Cornell University)

Cluster ComputingEngineeringMachine LearningTradeoff SpaceFederated Structure +15

Characterizing Co-located Datacenter Workloads

Yue Cheng, Zheng Chai, Ali Anwar

Cluster ComputingEngineeringData CurationComputer ArchitectureData Infrastructure +17

Asynchronous Federated Learning for Sensor Data with Concept Drift

Yujing Chen, Zheng Chai, Yue Cheng, +1

2021 IEEE International Conference on Big Data (Big Data)

Artificial IntelligenceEngineeringMachine LearningFederated StructureIntelligent Systems +15

Towards Taming the Resource and Data Heterogeneity in Federated Learning

Zheng Chai, Hannan Fayyaz, Zeshan Fayyaz, +5

EngineeringData ScienceFederated LearningManagementFederated Database System +11

Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models

Guangji Bai, Zheng Chai, Ling Chen, +7

arXiv (Cornell University)

Artificial IntelligenceLlm Fine-tuningEngineeringComputer ArchitectureMultilingual Pretraining +20

FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers

Zheng Chai, Yujing Chen, Ali Anwar, +3

arXiv (Cornell University)

Cluster ComputingEngineeringMachine LearningTradeoff SpaceFederated Structure +16

Combined effects of hydrogen annealing on morphological, electrical and structural properties of graphene/r-sapphire

Jing Ning, Dong Wang, Jingdong Yan, +5

Carbon

Materials EngineeringMaterials ScienceStructural PropertiesGraphene NanomeshesEngineering +7

Effects of the flow rate of hydrogen on the growth of graphene

Yonggui Shi, Yue Hao, Dong Wang, +6

International Journal of Minerals Metallurgy and Materials

Materials ScienceGraphene NanomeshesGraphene Quantum DotEngineeringGraphene Fiber +5