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Future of DBMS

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CPSC 461 Future of DBMS Marina L. Gavrilova The future of DBMS Overview What is DBMS now How DBMS was viewed before Current trends and developments Future directions ... – PowerPoint PPT presentation

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Title: Future of DBMS


1
CPSC 461
  • Future of DBMS
  • Marina L. Gavrilova

2
The future of DBMS
3
Overview
  • What is DBMS now
  • How DBMS was viewed before
  • Current trends and developments
  • Future directions of research

4
What is DBMS?
  • Wikepedia definition of DBMS
  • Is a set of programs that enables you to store,
    modify, and extract information from a database,
    it also provides users with tools to add, delete,
    access, modify, and analyze data stored in one
    location
  • Active research area
  • A multibillion dollar business.

5
Old DBMS
  • Old DBMS
  • Stand-alone,
  • Static, non-interactive,
  • Very limited representing interaction between
    objects,
  • Confusing set of data models,
  • Independent application

6
Current DBMS
  • Parallel
  • Distributed
  • Information visualization HCI support
  • Capable of learning and supporting
    decision-making process
  • Enabling
  • Supports transition data-gtinformation
  • -gtknowledge-gtwisdom

7
Motivation
  • Organizations are relying less on their own data
    automation and more on sharing.
  • Portability of the data is a key component to
    finding and evaluating data and facilitating data
    transfer.
  • New data models / structures emerge to better
    represent different phenomena.
  • Extremely large data set problem becoming a
    crucial one.
  • Security and privacy play pivotal role.

8
Related topics
  • interoperability
  • integration
  • general type data (megadata)
  • distributed systems
  • decision support systems
  • fuzzy datasets
  • visualization

9
Trends in data storage
  • Society is collecting and storing more
    information in a digital form
  • There is better access to information for
    everyone, both within organizations and outside
    organizations (i.e. public access)

10
Trends in Integrated systems
  • New query languages
  • New inter-related systems
  • New interfaces
  • Extensive set of tools for data analysis, query
    and representation

11
Trends in web searching
  • Graphic searchers
  • Multimedia database
  • New methods for information similarity
  • Adaptive learning
  • Data mining

12
Trends in on-line search
  • User behavioral patterns
  • Visual context
  • Social profiles
  • Multiple contexts
  • User preference/profiling

13
Trends in privacy and security
  • Encryption
  • Combination of different security mechanisms
  • Data privacy
  • Policies in addition to backup/recovery

14
Future trends
  • Integration (multiple formats, multiple
    databases)
  • Accessibility (anytime, anywhere)
  • Reliability (no data loss)
  • Proper display of data (advanced graphics
    methods)
  • Real-time access

15
Future trends
  • Real-time decision support
  • Information visualization and 3D modeling
  • Tracking DB development on-line
  • Data exchange between different
    applications/vendors
  • Virtual and augmented reality
  • Intelligent Decision support and cognitive
    methods for data analysis

16
Future Interfaces
  • Scientific visualization tools
  • Automated vision tools
  • Fourth dimension
  • Advanced spatial analysis tools (e.g. S)
  • Beyond the WIMP (windows, icons, menus and
  • pointers) Desktop
  • High Interactivity
  • Multisensory input
  • Multisensory output
  • Touch free displays

17
Whats next?
  • Computing is not about computers any more. It
    is about living.
  • Nicholas Negroponte Founding Director of MITs
    Media Being Digital (1995)
  • Future is in your hands!
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