Download Future directions

Survey
yes no Was this document useful for you?
   Thank you for your participation!

* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project

Document related concepts
no text concepts found
Transcript
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 of research
What is DBMS?
Wikepedia definition of DBMS:
(1) 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;
(2) Active research area;
(3) A multibillion dollar business.
Old DBMS

Old DBMS:





Stand-alone,
Static, non-interactive,
Very limited representing interaction
between objects,
Confusing set of data models,
Independent application
Current DBMS
Parallel
 Distributed
 Information visualization + HCI support
 Capable of learning and supporting decisionmaking process
 Enabling
 Supports transition: data->information
->knowledge->wisdom

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.
Related topics
• interoperability
• integration
• general type data (megadata)
• distributed systems
• decision support systems
• fuzzy datasets
• visualization
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)
Trends in Integrated systems




New query
languages
New inter-related
systems
New interfaces
Extensive set of
tools for data
analysis, query and
representation
Trends in web searching





Graphic searchers
Multimedia database
New methods for
information
similarity
Adaptive learning
Data mining
Trends in on-line search





User behavioral
patterns
Visual context
Social profiles
Multiple contexts
User
preference/profiling
Trends in privacy and security




Encryption
Combination of
different security
mechanisms
Data privacy
Policies in addition
to backup/recovery
Future trends





Integration (multiple formats, multiple
databases)
Accessibility (anytime, anywhere)
Reliability (no data loss)
Proper display of data (advanced
graphics methods)
Real-time access
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
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
What’s next?
“ Computing is not about computers any
more. It is about living.”
Nicholas Negroponte Founding Director of MIT’s Media Being
Digital (1995)
Future is in your hands!