Marty Humphrey

University of Arkansas at Fayetteville — United States

Computer Science · Physical Sciences

36h-index6.9kcitations170works2.02yr avg
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Research Topics

Distributed and Parallel Computing Systems(99), Cloud Computing and Resource Management(46), Scientific Computing and Data Management(43), Parallel Computing and Optimization Techniques(39), Advanced Data Storage Technologies(36)

Publications170 total

Quantifying Temperature Effects on Development Rate and Plant Quality of Compact Container-grown Tomato
HortTechnology·2024· 2 citedOpen Access
Author Correction: The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
Scientific Data·2021· 104 citedOpen Access
The FLUXNET2015 dataset and the ONEFlux processing pipeline for eddy covariance data
Scientific Data·2020· 1.7k citedOpen Access
Forecasting Cloud Application Workloads With<i>CloudInsight</i>for Predictive Resource Management
IEEE Transactions on Cloud Computing·2020· 78 cited
Guaranteeing Performance SLAs of Cloud Applications Under Resource Storms
IEEE Transactions on Cloud Computing·2020· 6 cited
Leveraging the Cloud for Intelligent Clinical Data Registries
2019
Connecting AmeriFlux to the Globe, Extending the Partnership with Global Flux Network FLUXNET
2018· 4 citedOpen Access
CloudInsight: Utilizing a Council of Experts to Predict Future Cloud Application Workloads
2018· 34 cited
Orchestra: Guaranteeing Performance SLAs for Cloud Applications by Avoiding Resource Storms
2018· 2 cited
Data quality can make or break a research infrastructure
AGUFM·2017
Hunting Data Rogues at Scale: Data Quality Control for Observational Data in Research Infrastructures
2017· 5 citedOpen Access
iCSI: A Cloud Garbage VM Collector for Addressing Inactive VMs with Machine Learning
2017· 11 cited
Experiences creating a framework for smart traffic control using AWS IOT
2016· 42 cited
A Supervised Learning Model for Identifying Inactive VMs in Private Cloud Data Centers
2016· 12 cited
Unified, Multi-level Intrusion Detection in Private Cloud Infrastructures
2016· 4 cited
Empirical Evaluation of Workload Forecasting Techniques for Predictive Cloud Resource Scaling
2016· 41 cited
International Soil Carbon Network (ISCN) Database v3-1
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2016· 31 citedOpen Access
Resource Provisioning in the Cloud
IGI Global eBooks·2015· 1 cited
WDCloud: An end to end system for large-scale watershed delineation on cloud
2015· 1 cited
Toward Optimal Resource Provisioning for Cloud MapReduce and Hybrid Cloud Applications
2015· 8 cited
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Frequent Co-authors

Andrew Grimshaw(10), Ming Mao(6), Anand Natrajan(6), Glenn Wasson(5), Catharine van Ingen(4), Adam J. Ferrari(4), Arkaitz Ruiz-Alvarez(4), Frederick Knabe(3), Keith Jackson(3), Zach Hill(3), In Kee Kim(3), Wei Wang(3), Yanjun Qi(3), Sang‐Min Park(3), Gilberto Pastorello(2), Carlo Trotta(2), Eleonora Canfora(2), Housen Chu(2), Danielle Christianson(2), You-Wei Cheah(2)