ENGLISH

Spatial Cloud Computing A Practical Approach

By Chaowei Yang&Qunying Huang

Book information

Publisher
CRC Pr I Llc, Huang, Qunying., Yang, Chaowei
Year
2017
ISBN
9781138075559, 1138075558
Language
english
Format
PDF
Filesize
25 MB (26701241 bytes)
Pages
\375
Time added
2020-02-15 03:34:35

Description

Content: Introduction to Cloud Computing for GeosciencesGeoscience Application Challenges to Computing InfrastructuresChallenges and Opportunities for Geoscience Applications in the 21st CenturyThe Needs of a New Computing InfrastructureThe Birth of Cloud Computing The Advantages and Disadvantages of Cloud Computing for Geoscience ApplicationsSummary Problems References Cloud Computing Architecture, Concepts, and CharacteristicsConceptsCloud Computing ArchitectureCharacteristicsService ModelsDeployment Models and Cloud TypesReview of Cloud Computing ResourcesSummaryProblemsReferencesEnabling TechnologiesHardware AdvancementsComputing TechnologiesVirtualizationDistributed File SystemWeb x.0ConclusionSummaryProblemsReferencesDeploying Applications onto Cloud ServicesHow to Use Cloud ComputingPopular Cloud ServicesUse Case: A Simple Web ApplicationDeploying the Web Application onto Cloud ServicesConclusion and DiscussionSummaryProblemsReferencesCloud-Enabling Geoscience ApplicationsCommon Components for Geoscience ApplicationsCloud-Enabling Geoscience ApplicationsUse CasesSummaryProblemsReferencesHow to Choose Cloud Services: Toward a Cloud Computing Cost ModelThe Importance and Challenges of Selecting Cloud Services The Factors Impacting Cloud Service Selection Selecting Cloud Services Using the Earth Science Information Partners (ESIP) Cloud Adoption Advisory Tool as an Example In-Depth Considerations in Cloud Service Selection and the Development of Advisory Tools SummaryProblemsReferencesCloud-Enabling Geoscience ProjectsArcGIS in the CloudIntroductionArcGIS in the CloudUse CasesSummaryProblemsReferencesCloud-enabling GEOSS Clearinghouse GEOSS Clearinghouse: Background and ChallengesSystem Demonstration Conclusion Problems Appendix 8.1 Template for Creating an Auto-Scaling Function References Cloud-enabling Climate@Home Climate@Home: Background and Challenges Deployment and Optimizations System Demonstrations Conclusion Summary Problems Appendix 9.1 E4M20a_000040_wu.xml Appendix 9.2 Climateathome_re.xml References 159Cloud-Enabling Dust Storm Forecasting Dust Storm Modeling: Background and challenges Deployment and Optimization DemonstrationConclusionSummaryProblemsReferencesCloud Computing Status and ReadinessCloud ServicesIntroduction to Cloud ServicesAmazon Web Services (AWS)Windows AzureNebulaConclusionSummaryProblemsReferencesHow to Test the Readiness of Cloud Services Introduction Test Environment Concurrent Intensity Test Using GEOSS Clearinghouse (CLH) Data and Computing Intensities Test Using Climate@Home Cloud Test Using Dust Storm Forecasting Summary Problems Appendix 12.1: GetRecords example to search metadata Appendix 12.2: Example of Jmeter test plan References 221Contents xiiiOpen-Source Cloud Computing Solutions Introduction to Open-Source Cloud Computing Solutions CloudStack Eucalyptus OpenNebula Nimbus Open-Source Benchmarking Considerations Conclusion Summary Problems References How to Test the Readiness of Open-Source Cloud Computing SolutionsIntroduction Test Environment Tests of Cloud Operations Tests of Virtual Computing Resources Cloud Readiness Test for GEOSS Clearinghouse Cloud Readiness Test for Dust Storm Forecasting Summary Problems Appendix 14.1 Ubench Patch File (Ubench-Patch.Txt) References GeoCloud initiative Introduction GeoCloud Architecture GeoCloud Activities GeoCloud Security Operational Cost in the Cloud Discussion Summary Problems References Future DirectionsHandling Intensities of Data, Computation, Concurrent Access, and SPATIOTEMPORAL PATTERNS Introduction Big Data Computing Intensity Concurrent Intensity Spatiotemporal Intensity Summary Problems References Cloud Computing Research for Geosciences and Applications Evolving 21st Century Vision for Geoscience Applications Technological Advancements Synergistic Advancement of Social Science and Cloud Computing Summary Problems References Index

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