Computer Science – Databases
Scientific paper
2004-08-14
Proc ACM SIGMOD 2004, Paris, pp 1-4
Computer Science
Databases
Original at http://research.microsoft.com/research/pubs/view.aspx?tr_id=735
Scientific paper
Database system architectures are undergoing revolutionary changes. Algorithms and data are being unified by integrating programming languages with the database system. This gives an extensible object-relational system where non-procedural relational operators manipulate object sets. Coupled with this, each DBMS is now a web service. This has huge implications for how we structure applications. DBMSs are now object containers. Queues are the first objects to be added. These queues are the basis for transaction processing and workflow applica-tions. Future workflow systems are likely to be built on this core. Data cubes and online analytic processing are now baked into most DBMSs. Beyond that, DBMSs have a framework for data mining and machine learning algorithms. Decision trees, Bayes nets, clustering, and time series analysis are built in; new algorithms can be added. Text, temporal, and spatial data access methods, along with their probabilistic reasoning have been added to database systems. Allowing approximate and probabilistic answers is essential for many applications. Many believe that XML and xQuery will be the main data structure and access pattern. Database systems must accommodate that perspective.These changes mandate a much more dynamic query optimization strategy. Intelligence is moving to the periphery of the network. Each disk and each sensor will be a competent database machine. Relational algebra is a convenient way to program these systems. Database systems are now expected to be self-managing, self-healing, and always-up.
No associations
LandOfFree
The Revolution In Database System Architecture does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.
If you have personal experience with The Revolution In Database System Architecture, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and The Revolution In Database System Architecture will most certainly appreciate the feedback.
Profile ID: LFWR-SCP-O-696649