Abstract
The recent explosion of recorded digital data and its processed
derivatives threatens to overwhelm researchers when analysing their
experimental data or looking up data items in archives and file systems.
While current hardware developments allow the acquisition, processing
and storage of hundreds of terabytes of data at the cost of a modern
sports car, the software systems to handle these data are lagging
behind. This problem is very general and is well recognized by various
scientific communities; several large projects have been initiated,
e.g., DATAGRID/EGEE {http://www.eu-egee.org/} federates compute and
storage power over the high-energy physical community, while the
international astronomical community is building an Internet geared
Virtual Observatory {http://www.euro-vo.org/pub/} (Padovani 2006)
connecting archival data. These large projects either focus on a
specific distribution aspect or aim to connect many sub-communities
and have a relatively long trajectory for setting standards and a
common layer. Here, we report first light of a very different solution
(Valentijn & Kuijken 2004) to the problem initiated by a smaller
astronomical IT community. It provides an abstract scientific
information layer which integrates distributed scientific analysis with
distributed processing and federated archiving and publishing. By
designing new abstractions and mixing in old ones, a Science Information
System with fully scalable cornerstones has been achieved, transforming
data systems into knowledge systems. This break-through is facilitated
by the full end-to-end linking of all dependent data items, which allows
full backward chaining from the observer/researcher to the experiment.
Key is the notion that information is intrinsic in nature and thus is
the data acquired by a scientific experiment. The new abstraction is
that software systems guide the user to that intrinsic information by
forcing full backward and forward chaining in the data modelling.
Original language | English |
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Title of host publication | Astronomical Data Analysis Software and Systems XVI ASP Conference Series |
Editors | R. A. Shaw, F. Hill, D. J. Bell |
Place of Publication | San Francisco |
Pages | 491 |
Volume | 376 |
Publication status | Published - 1-Oct-2007 |
Event | Astronomical Data Analysis Software and Systems XVI ASP - Tuscon, Arizona, United States Duration: 15-Oct-2006 → 18-Oct-2006 |
Conference
Conference | Astronomical Data Analysis Software and Systems XVI ASP |
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Country/Territory | United States |
City | Tuscon, Arizona |
Period | 15/10/2006 → 18/10/2006 |