Identification of important VO spectral services benefiting from deployment on the Grid

TL;DR

This paper explores how VO spectral services can leverage GRID deployment to enhance spectra pre-selection, preprocessing, and analysis through distributed servers and intelligent agents, improving efficiency and scientific outcomes.

Contribution

It introduces a framework for deploying VO spectral services on the GRID, emphasizing distributed pre-selection and preprocessing to benefit scientific applications.

Findings

Identification of scientific cases benefiting from GRID deployment

Proposal of a distributed spectra pre-selection approach

Potential for improved spectra processing efficiency

Abstract

The majority of VO-compatible spectra handling applications operates only with a few spectra entirely downloaded from single or several SSAP servers. We try to identify the scientific cases which could immediately benefit from future SSAP applications designed for GRID deployment. Their key feature is the sophisticated spectra pre-selection and preprocessing done on distributed servers using the intelligent agent summarising the results and performing final high-level processing or analysis.