Impact of dynamic design on data retrieval speed

Pierre Didelon

doi:10.1117/12.460822

16 December 2002 Impact of dynamic design on data retrieval speed

Pierre Didelon

Proceedings Volume 4846, Virtual Observatories; (2002) https://doi.org/10.1117/12.460822
Event: Astronomical Telescopes and Instrumentation, 2002, Waikoloa, Hawai'i, United States

Abstract

The design of the link between data and its data description defines the flexibility and application. A static configuration refers to a situation where metadata are externally defined. Conversely, in dynamic cases the data descriptions are no longer frozen, but are explicitly formalized and stored at a certain hierarchy level. We used two levels in order to test dynamic design; catalogs as dynamic lists and images as dynamic items. We then considered three kinds of objects, always containing a static data part and eventually a dynamic data part. Using the object oriented database Objectivity, we measured the retrieval speed for several configurations. When selection criteria apply to the static part of items, the retrieval speed is independent of the data kind extracted (static or dynamic). However, when the selection criteria apply on dynamic parts, the speed is strongly decreased. This clearly shows the strength of static implementation of informations whenever it is possible in order to guarantee a fast data access. It also point out a serious limitation to data mining, where a priori knowledge is in general not available. Fortunately, a dynamic implementation at a level of lists, could resolve the problem. The most elegant way, in the VO context, would be the usage of VOTable as data access layer interface.

Citation Download Citation

Pierre Didelon "Impact of dynamic design on data retrieval speed", Proc. SPIE 4846, Virtual Observatories, (16 December 2002); https://doi.org/10.1117/12.460822

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KEYWORDS

Data modeling

Databases

Binary data

Prototyping

Data mining

Data storage

Observatories

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