System and method for providing market data in an electronic trading environment
A system and methods are developed for providing market data in an electronic trading environment. One example method includes determining a probability model comprising a probability corresponding to a change in relation to a market data parameter, then, using the probability to generate a compressed bit stream representing the market data parameter, and providing the compressed bit stream to the client terminal.
1. A method for providing market data to a client entity in an electronic trading environment, the method including:
receiving by a computing device first market data in a first message from an electronic exchange, wherein the first market data includes a first price for a parameter for a tradeable object;
storing by the computing device the first price;
receiving by the computing device second market data in a second message from the electronic exchange, wherein the second market data includes a second price for the tradeable object, wherein the second price is for the same parameter as the first price;
calculating by the computing device a difference, wherein the difference is the change in value between the first price and the second price;
encoding by the computing device the calculated difference, wherein the calculated difference is encoded by providing the calculated difference to a statistical data encoder as an input symbol, wherein the statistical data encoder provides an encoded difference representing the calculated difference;
generating by the computing device an update message including the encoded difference; and
sending by the computing device the update message to a client entity.
2. The method of claim 1 , wherein the computing device is part of the electronic exchange.
3. The method of claim 1 , wherein the computing device is a gateway.
4. The method of claim 1 , wherein the first market data includes a first quantity for the tradeable object, wherein the second market data includes a second quantity for the tradeable object, wherein the second quantity is for the same parameter as the first quantity, and further including:
storing by the computing device the first quantity;
calculating by the computing device a quantity difference, wherein the quantity difference is the change in value between the first quantity and the second quantity;
encoding by the computing device the calculated quantity difference, wherein the calculated quantity difference is encoded by providing the calculated quantity difference to the statistical data encoder as an input symbol, wherein the statistical data encoder provides an encoded quantity difference representing the calculated quantity difference; and
generating by the computing device the update message further including the encoded quantity difference.
5. The method of claim 1 , wherein the first price and the second price are for a best bid parameter.
6. The method of claim 1 , wherein the first price and the second price are for a best ask parameter.
7. The method of claim 1 , wherein the first price and the second price are for a last traded price parameter.
8. A non-transitory computer readable medium having stored therein instructions executable by a processor, wherein the instructions are executable to carry out acts including:
receive first market data in a first message from an electronic exchange, wherein the first market data includes a first price for a parameter for a tradeable object;
store the first price;
receive second market data in a second message from the electronic exchange, wherein the second market data includes a second price for the tradeable object, wherein the second price is for the same parameter as the first price;
calculate a difference, wherein the difference is the change in value between the first price and the second price;
encode the calculated difference, wherein the calculated difference is encoded by providing the calculated difference to a statistical data encoder as an input symbol, wherein the statistical data encoder provides an encoded difference representing the calculated difference;
generate an update message including the encoded difference; and
send the update message to a client entity.
9. The computer readable medium of claim 8 , wherein the processor is part of the electronic exchange.
10. The computer readable medium of claim 8 , wherein the processor is a gateway.
11. The computer readable medium of claim 8 , wherein the first market data includes a first quantity for the tradeable object, wherein the second market data includes a second quantity for the tradeable object, wherein the second quantity is for the same parameter as the first quantity, and further including instructions executable to:
store the first quantity;
calculate a quantity difference, wherein the quantity difference is the change in value between the first quantity and the second quantity;
encode the calculated quantity difference, wherein the calculated quantity difference is encoded by providing the calculated quantity difference to the statistical data encoder as an input symbol, wherein the statistical data encoder provides an encoded quantity difference representing the calculated quantity difference; and
generate the update message further including the encoded quantity difference.
12. The computer readable medium of claim 8 , wherein the first price and the second price are for a best bid parameter.
13. The computer readable medium of claim 8 , wherein the first price and the second price are for a best ask parameter.
14. The computer readable medium of claim 8 , wherein the first price and the second price are for a last traded price parameter.
15. A system for providing market data to a client entity in an electronic trading environment, the system including:
a computing device adapted to receive first market data in a first message from an electronic exchange, wherein the first market data includes a first price for a parameter for a tradeable object, wherein the computing device is adapted to store the first price, wherein the computing device is adapted to receive second market data in a second message from the electronic exchange, wherein the second market data includes a second price for the tradeable object, wherein the second price is for the same parameter as the first price, wherein the computing device is adapted to calculate a difference, wherein the difference is the change in value between the first price and the second price, wherein the computing device is adapted to encode the calculated difference, wherein the calculated difference is encoded by providing the calculated difference to a statistical data encoder as an input symbol, wherein the statistical data encoder provides an encoded difference representing the calculated difference, wherein the computing device is adapted to generate an update message including the encoded difference, and wherein the computing device is adapted to send the update message to a client entity.
16. The system of claim 15 , wherein the computing device is part of the electronic exchange.
17. The system of claim 15 , wherein the computing device is a gateway.
18. The system of claim 15 , wherein the first market data includes a first quantity for the tradeable object, wherein the second market data includes a second quantity for the tradeable object, wherein the second quantity is for the same parameter as the first quantity, and wherein the computing device is further adapted to store the first quantity, wherein the computing device is further adapted to calculate a quantity difference, wherein the quantity difference is the change in value between the first quantity and the second quantity, wherein the computing device is further adapted to encode the calculated quantity difference, wherein the calculated quantity difference is encoded by providing the calculated quantity difference to the statistical data encoder as an input symbol, wherein the statistical data encoder provides an encoded quantity difference representing the calculated quantity difference, and wherein the computing device is further adapted to generate the update message further including the encoded quantity difference.
19. The system of claim 15 , wherein the first price and the second price are for a best bid parameter.
20. The system of claim 15 , wherein the first price and the second price are for a best ask parameter.
21. The system of claim 15 , wherein the first price and the second price are for a last traded price parameter.