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Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions
16 references·3 citing·35 second hop
Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions (2020)Geospatial Big Data Handling with High Pe…Big Earth Data: a new challenge and opportunity for Digital Earth’s development (2016)Big Earth Data: a new challen…Big Data and cloud computing: innovation opportunities and challenges (2016)Big Data and cloud computing:…What is big data? A consensual definition and a review of key research topics (2015)What is big data? A consensua…Big Data: Promises and Problems (2015)Big Data: Promises and Proble…Big Data Deep Learning: Challenges and Perspectives (2014)Big Data Deep Learning: Chall…Undefined By Data: A Survey of Big Data Definitions (2013)Undefined By Data: A Survey o…CyberGIS software: a synthetic review and integration roadmap (2013)CyberGIS software: a syntheti…Big data: Issues, challenges, tools and Good practices (2013)Big data: Issues, challenges,…‘BIG DATA’, THE ‘INTERNET OF THINGS’ AND THE ‘INTERNET OF SIGNS’ (2013)‘BIG DATA’, THE ‘INTERNET OF …Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data (2011)Understanding Big Data: Analy…Big data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…Citizens as sensors: the world of volunteered geography (2007)Citizens as sensors: the worl…VisTrails (2006)VisTrailsTaverna: a tool for building and running workflows of services (2006)Taverna: a tool for building …Kepler: An Extensible System for Design and Execution of Scientific Workflows (2004)Kepler: An Extensible System …Geography and Computational Science (2000)Geography and Computational S…Geospatial Big Data Platforms: A Comprehensive Review (2022)Geospatial Big Data Platforms…Applications of geospatial big data in the Internet of Things (2021)Applications of geospatial bi…Introduction to Big Data Computing for Geospatial Applications (2020)Introduction to Big Data Comp…A Coefficient of Agreement for Nominal Scales (1960)Business Intelligence and Analytics: From Big Data to Big Impact (2012)CRITICAL QUESTIONS FOR BIG DATA (2012)Data analytics competency for improving firm decision making performance (2017)Circular economy and big data analytics: A stakeholder perspective (2018)Data governance: A conceptual framework, structured review, and research agenda (2019)Big Data: Issues and Challenges Moving Forward (2013)Big data analytics: a survey (2015)The Challenges of Data Quality and Data Quality Assessment in the Big Data Era (2015)Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities (2020)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Characterization of scientific workflows (2008)The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud (2013)The ghost map : the story of London's most terrifying epidemic--and how it changed science, cities, and the modern world (2007)Crowdsourcing geographic information for disaster response: a research frontier (2010)How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Citizen Science and Volunteered Geographic Information: Overview and Typology of Participation (2012)Beyond the hype: Big data concepts, methods, and analytics (2014)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Big data: A review (2013)Toward Scalable Systems for Big Data Analytics: A Technology Tutorial (2014)Big Data technologies: A survey (2017)A survey on deep learning for big data (2017)Machine learning on big data: Opportunities and challenges (2017)Machine Learning With Big Data: Challenges and Approaches (2017)Mobyle: a new full web bioinformatics framework (2009)The iPlant Collaborative: Cyberinfrastructure for Plant Biology (2011)FireWorks: a dynamic workflow system designed for high‐throughput applications (2015)Provenance and scientific workflows (2008)SPADE: Support for Provenance Auditing in Distributed Environments (2012)A survey on provenance: What for? What form? What from? (2017)Multimedia Big Data Analytics (2018)Social-media data for urban sustainability (2018)Big data supply chain analytics: ethical, privacy and security challenges posed to business, industries and society (2020)
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References

  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2007Citizens as sensors: the world of volunteered geography4,544 cited
  • 2011Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data1,467 cited
  • 2014Big Data Deep Learning: Challenges and Perspectives1,255 cited
  • 2006Taverna: a tool for building and running workflows of services944 cited
  • 2013Big data: Issues, challenges, tools and Good practices871 cited
  • 2016Big Data and cloud computing: innovation opportunities and challenges839 cited
  • 2004Kepler: An Extensible System for Design and Execution of Scientific Workflows745 cited
  • 2015What is big data? A consensual definition and a review of key research topics529 cited
  • 2006VisTrails480 cited
  • 2013Undefined By Data: A Survey of Big Data Definitions385 cited
  • 2016Big Earth Data: a new challenge and opportunity for Digital Earth’s development168 cited
  • 2013CyberGIS software: a synthetic review and integration roadmap158 cited
  • 2015Big Data: Promises and Problems151 cited
  • 2013‘BIG DATA’, THE ‘INTERNET OF THINGS’ AND THE ‘INTERNET OF SIGNS’143 cited

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  • 2000Geography and Computational Science108 cited
  • Cited by

    • 2020Introduction to Big Data Computing for Geospatial Applications19 cited
    • 2022Geospatial Big Data Platforms: A Comprehensive Review17 cited
    • 2021Applications of geospatial big data in the Internet of Things14 cited