Is there any tool, program, framework or anything that can help me in building distributed search techniques and evaluating the performance of those techniques. Any possible help? Thanks.
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There is the Algon framework, but it seems there's only some references (pdf) left about it:
http://eprints.gla.ac.uk/3650/1/Algon_framework.pdf
They mention in 5 - The Performance Display Tool that:
The performance comparison support tool was developed to work with the algorithms already implemented in Algon.
Here's her contact (author).

Armfoot
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@nebras I believe the tool was developed specifically for that research, and it's probably not available to anyone, so you should [contact Karen - the author of that paper](http://www.dcs.gla.ac.uk/~karen/#five) (click in the email icon at the right) in order to know if it's still available. Let me know once you get a reply! – Armfoot Jun 01 '15 at 10:10