Would that kind of data not compress like crazy? Or would they need to keep all that data hot and fast.

▲ guerby 3 days ago | parent | next [-]

From just a single exchange you can reach up to 1 million messages of order book change per second

https://www.nasdaqtrader.com/snippets/inet2.html

   Message Volume  1,684,103,265
   Messages per Second  1,134,640
   Order Volume  871,875,595
   Orders per Second  581,696
   Share Volume  12,814,454,760
   Executions per Second  193,350

Also if you look at equity derivative products which have parameters like type call/put, strike, maturity can be hundreds of financial products for one underlying stock.

I worked in this sector and volume of data is a real challenge, no wonder you often get custom software to handle that :)

	▲	rickette 3 days ago \| parent [-]
		Thanks for the insight!

▲ pcthrowaway 2 days ago | parent | prev [-]

How do you propose lossless compression for all orderbook data? Of course if you are willing to lose granularity/information, it can be compressed a lot