1 / 30

Research on Personal Dataspace Management

Research on Personal Dataspace Management. Yukun Li liyukun@ruc.edu.cn Renmin University of China. Outline. Introduction Related work Research work OrientSpace: A prototype system Ongoing work Conclusions. Introduction.

lmcelroy
Télécharger la présentation

Research on Personal Dataspace Management

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Research on Personal Dataspace Management Yukun Li liyukun@ruc.edu.cn Renmin University of China

  2. Outline Introduction Related work Research work OrientSpace: A prototype system Ongoing work Conclusions

  3. Introduction In 1945, Vannevar Bush predicted Personal Information Managemant Will become a serious problem. Today it comes into being… • Information explosion • Information islands

  4. Introduction (Example) Where is it? My God, I forgot it! Distributed Storage Information island

  5. Outline Introduction Related work CoreSpace based Framework for PDS OrientSpace: A prototype system Ongoing work Conclusions

  6. Related work • Concepts [PIM workshop2005 report] • Personal dataspace - From databases to dataspaces. [Franklin M, etc SIGMOD Record, 2005] - Principles of dataspace systems [Halevy A ,etc. In PODS2006] - Data model: iDM [Dittrich J-P and Salles MAV…,VLDB 2006] • Systems of personal data management - iMemex[L. Blunschi, J.-P. Etc . In CIDR, 2007] - Semex[X. Dong and A. Halevy. In CIDR 2005] - Others • Systems for special data source management - Email data management - Desktop Search Engine

  7. Related work The performance of personal data operation is still slow. The characters of personal dataspace are not modeled well. Components: Owner entity, Data Set, Service Attributes of Personal Dataspace Correlation, Controllable Characters: Versatile data sources From data to schema Pay-as-you-go Others The characters of user may be the key factor to improve the performance of data operation.

  8. Outline Introduction Related work Research work OrientSpace: A prototype system Ongoing work Conclusions

  9. Research work User-centered framework for PDS CoreSpace of personal dataspace CoreSpace Query Strategy

  10. Research WorkA User-Centered Framework for PDS The characters of user may be the key factor to improve the performance of data operation.

  11. Research WorkObservation The personal data is always distributed, rough-and-tumble, personalized, heterogenous and evolutionary. But, are there some rules or patterns in the PDS? If the answer is yes, What are them? Observations: -Importance of objects are always different. -Importance of a certain object is dynamic. -People tend to visit a small data set in a period.

  12. Research WorkCoreSpace Two concepts : Object Weight (OW) Personal CoreSpace (PCS) Object Weight: To describe relation between the object and the owner, it can be defined as possibility that the object will be accessed in the future. Personal CoreSpace: It consists of the objects which OW is bigger than a given threshold. On the opposite, the full space of a person is made up of all objects with relation to the owner.

  13. Research Work Preliminary experience • Real personal data of three months Visited object number vs. Totle object number VisiteTime based object number

  14. Research work ObjectWeight Computing(1) The features which will affect OW as below: - FileType - FileModifyTime - FileAccessFrequency - FileOwner - Personal Task - Association Between objects

  15. Research WorkObjectWeight Computing(2) VF : Visit frequency It is described with visit times in a day S: an attenuation factor.

  16. Research workMore advantages of the concepts • Data integration (ObjectWeight > 0) • Data query (Scanning CoreSpace is enough in most cases) • Data Indexing (Different strategies for Indexing CoreSpace and FullSpace ) • Data Backup (Corespace-based backup strategy)

  17. Research workCoreSpace-based Query Strategy Query Interface{ [attribute\\[keyword]*]*, K } f.g. “Title\\integration, uncertain" . It means "Please tell me the objects whose title contain the words Integration and and uncertain".

  18. Outline Introduction Related work CoreSpace based Framework for PDSMS OrientSpace: A prototype system Ongoing work Conclusions

  19. OrientSpaceFunctions Integration - Manual integration - Automatic integration Query - Extend Keyword Query - Results-based Navigation - CoreSpace explorer

  20. OrientSpaceData Storage(vertical model) Advantages: An universal model to describe any object. Question: A great number of join operation lead to low performance.

  21. Outline Introduction Related work CoreSpace based Framework for PDSMS OrientSpace: A prototype system Ongoing work Conclusions

  22. Ongoing work ObjectWeight Computing - Computing Model of OW - Data set ObjectWeight based Data Operation Strategy - Integration, Backup, Query, Consistency, etc. OrientSpace Systems

  23. Outline Introduction Related work CoreSpace based Framework for PDSMS OrientSpace: A prototype system Ongoing work Conclusions

  24. Conclusions • Propose a new concept CoreSpace for PDS. It will result in many research issues including index, integration, storage, backup, query and so forth. • The following topics will be focused on in my PhD project User-centered data model (CoreSpace) CoreSpace-based Data Operation(Query) • Implement a prototype system

  25. Thanks, Questions ?

  26. A Framework for Integration of PDS

  27. Main Interface of OrientSpace

  28. Wrapper-based Integration

  29. From Data to Schema Integration

  30. Personal CoreSpace Explorer

More Related