I was wondering if anybody had any recommendations for some good free resources where I could learn about designing complex database architecture?
Any books which shares knowledge regarding scalability,fault-tolerance,which DBMS to choose,availability and all essential factors.
All suggestions appreciated.
I have some info for you, but some of it's not quite what you asked for. So...
Part 1
I was (I'm guessing) in a similar position to you a while back; while reading up info on database design and data warehousing is definitely useful the best source of wisdom comes from other people who have been doing it for a long time.
Part 2 - Useful Links
As far as articles go I've gotten a lot of mileage out of Wikipedia - Wikipedia doesn't have an article called "How to Ace Database Design" but it does have good articles on a lot of the parts / mechanics of databases, data marts and data warehouses; my recommended reading list would include:
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