Concepedia

Matt Baughman

MB

13

Publications

264

Citations

11

H-Index

2018

Active since

Affiliations

University of Chicago(Current)

Argonne National Laboratory

Cardiff University

University of Waikato

University of Illinois Chicago

Matt Baughman is an author at University of Chicago specializing in engineering, computer science, and cloud computing.

Top concepts

EngineeringComputer ScienceData ScienceCloud ComputingBig DataMachine LearningCluster ComputingEdge ComputingFederated LearningDistributed Learning

Publications per year

2018–2024

13

Publications

13

Predicting Amazon Spot Prices with LSTM Networks

Matt Baughman, Christian Haas, Rich Wolski et al. · 2018 · 43 citations

Engineering, Machine Learning, Trend Prediction +17

Rural AI: Serverless-Powered Federated Learning for Remote Applications

Panos Patros, Melanie Po‐Leen Ooi, Victoria Huang et al. · IEEE Internet Computing · 2022 · 35 citations

Artificial Intelligence, Rural Communities, Engineering +19

Coding the Computing Continuum: Fluid Function Execution in Heterogeneous Computing Environments

Rohan Kumar, Matt Baughman, Ryan Chard et al. · 2021 · 27 citations

Cluster Computing, Heterogeneous Computing Environments, Heterogeneous Computing +24

RuralAI in Tomato Farming: Integrated Sensor System, Distributed Computing, and Hierarchical Federated Learning for Crop Health Monitoring

Harish Devaraj, Shaleeza Sohail, Melanie Po‐Leen Ooi et al. · IEEE Sensors Letters · 2024 · 21 citations · Full text

Crop Health Monitoring, Precision Agriculture, Engineering +29

Hierarchical and Decentralised Federated Learning

Omer Rana, Theodoros Spyridopoulos, Nathaniel Hudson et al. · 2022 · 20 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +13

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