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Re:Nanex Gets $700k Whistleblower Award from SEC by easytiger on Thursday March 03, 2016 @09:31AM (#11216989)
This is OK as a book, I read much of it many years ago:

The Complete Guide to Capital Markets for Quantitative Professionals (McGraw-Hill Library of Investment & Finance) Hardcover – 1 Dec 2006 by Alex Kuznetsov

A book on trading is prob more useful. There are many public specs of exchanges. For example:

http://www.cmegroup.com/confluence/display/EPICSANDBOX/MDP+3...

The main thing to learn is orderbook building mechanics

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