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PlanetData
Data provisioning and management
           Zoltán Miklós
                EPFL
Data moves to the cloud
• Economic rationality implies the use of cloud
  services for storing large-scale data
• This implies that the information systems are
  becoming less and less decentralized …
• … while the size of the data in the cloud
  increases
  – Together with its degree of heterogeneity
Data management issues

• Exchange of references instead of data
  – Data is stored in the cloud thus no need to send it
  – Access rights and privacy, provenance
  – Quality assessment
• Competition for energy/money
  – Data production rate is higher as the decrease of
    storage costs (esp. for streaming data)
  – Data items with more direct economic utility
Economic utility and semantics

• When has a data item high utility? If one can
  – Interpret (beyond system limits)
  – Understand, process automatically
  – Link the data item to various other items in other
    data sources
  – Have access (privacy) based on the content
    (owner)
• Semantics is a key factor to increase economic
  utility of data items
PlanetData
• Help the members and a community of
  related organizations to expose their data in a
  useful way
  – Demonstrate the utility!
• Help the European Community to adopt
  semantic technologies in this process as this
  could bring direct economic benefits
Thank you!

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Data Provisioning and Management

  • 1. PlanetData Data provisioning and management Zoltán Miklós EPFL
  • 2. Data moves to the cloud • Economic rationality implies the use of cloud services for storing large-scale data • This implies that the information systems are becoming less and less decentralized … • … while the size of the data in the cloud increases – Together with its degree of heterogeneity
  • 3. Data management issues • Exchange of references instead of data – Data is stored in the cloud thus no need to send it – Access rights and privacy, provenance – Quality assessment • Competition for energy/money – Data production rate is higher as the decrease of storage costs (esp. for streaming data) – Data items with more direct economic utility
  • 4. Economic utility and semantics • When has a data item high utility? If one can – Interpret (beyond system limits) – Understand, process automatically – Link the data item to various other items in other data sources – Have access (privacy) based on the content (owner) • Semantics is a key factor to increase economic utility of data items
  • 5. PlanetData • Help the members and a community of related organizations to expose their data in a useful way – Demonstrate the utility! • Help the European Community to adopt semantic technologies in this process as this could bring direct economic benefits