The book "Flash Boys" by Michael Lewis chronicles the rise of HFT, and basically argues that it doesn't really provide that much of a benefit.
http://www.amazon.com/Flash-Boys-Michael-Lewis/dp/0393244660...
http://www.amazon.com/Flash-Boys-Michael-Lewis/dp/0393244660...
If you want to read narrative non-fiction about HFT, "Dark Pools" by Patterson, which also has its mistakes, is much better.
https://www.chrisstucchio.com/blog/2012/hft_apology.html
For technical books:
- Trading & Exchanges by Harris (a little out of date)
- Algorithmic Trading & DMA by Johnson.
On the narrative non-fiction side Dark Pools is basically it.
http://www.ft.com/cms/s/0/ff8c6486-cb37-11e3-ba95-00144feabd...