System and method for minimizing data loss in a network
Disclosed are systems and methods for an optimal transmission rate for large quantities of data over a network using gambler strategies. The gambler strategies can include initiating a gambler of a generation including a plurality of gamblers and transmitting one or more packets for the gambler over a network at a transmission rate specified by the gambler. In response to a determination the gambler is finished the network to discharge. In response to a determination the generation is finished, determining a gain-loss of the generation and the plurality of gamblers can be adjusted to be inline with an inherent network data loss rate.
1. A system for minimizing data loss in a network, the system comprising:
a processor; and
a memory storing instructions, which when executed by the processor causes the processor to:
initiate a generation of a plurality of gamblers, wherein each gambler of the plurality of gamblers has a different transmission rate;
for each gambler of the plurality of gamblers of the generation:
transmit, over a network, one or more packets at a transmission rate associated with the gambler; and
in response to a determination the gambler is finished, wait for the network to discharge and initiating a next gambler of the plurality of gamblers; and
in response to a determination the generation is finished, determine a gain-loss of the generation and adjusting the plurality of gamblers.
2. The system of claim 1 , wherein the gain-loss of the generation includes a comparison of different transmission rates and associated packet loss of each gambler of the plurality of gamblers.
3. The system of claim 1 , wherein the gain-loss of the generation comprising further instructions which when executed by the processor, causes the processor to:
determine a merit for each of the gamblers of the generation based on one or more received loss reports; and
automatically adjust the plurality of gamblers based on the merits of the plurality of gamblers.
4. The system of claim 3 , wherein the merits for each of the gamblers comprising further instructions which when executed by the processor, causes the processor to:
determine a win rate, wherein the win rate is a ratio between successfully transmitted packets for the gambler and total packets sent by the gambler;
adjust the win rate using a loss zero of the network; and
determine the merit of the gambler using the adjusted win rate and total trades of the gambler, wherein the total trades are a pairing of transmitting a packet and results of the transmission.
5. The system of claim 4 , wherein
merit=adjusted win rate 10 *total trades 0.33 .
6. The system of claim 1 , wherein adjusting the plurality of gamblers comprising further instructions which when executed by the processor, causes the processor to:
remove one or more gamblers of the plurality of gamblers with a higher packet loss rate according to the gain-loss of the generation; and
create one or more gamblers with a transmission rate within a predetermined amount of an inherent network loss rate.
7. The system of claim 6 , wherein the inherent network loss rate is determined by transmitting a probe loss packet after the network is discharged.
8. A method for minimizing data loss in a network, the method comprising:
initiating a generation of a plurality of gamblers, wherein each gambler of the plurality of gamblers has a different transmission rate;
for each gambler of the plurality of gamblers of the generation:
transmitting, over a network, one or more packets at a transmission rate associated with the gambler; and
in response to a determination the gambler is finished, waiting for the network to discharge and initiating a next gambler of the plurality of gamblers;
in response to a determination the generation is finished, determining a gain-loss of the generation and adjusting the plurality of gamblers.
9. The method of claim 1 , wherein the gain-loss of the generation includes a comparison of different transmission rates and associated packet loss of each gambler of the plurality of gamblers.
10. The method of claim 1 , wherein the gain-loss of the generation further comprising:
determining a merit for each of the gamblers of the generation based on one or more received loss reports; and
automatically adjusting the plurality of gamblers based on the merits of the plurality of gamblers.
11. The method of claim 10 , wherein the merits for each of the gamblers further comprising:
determining a win rate, wherein the win rate is a ratio between successfully transmitted packets for the gambler and total packets sent by the gambler;
adjusting the win rate using a loss zero of the network; and
determining the merit of the gambler using the adjusted win rate and total trades of the gambler, wherein the total trades are a pairing of transmitting a packet and results of the transmission.
12. The method of claim 11 , wherein
merit=adjusted win rate 10 *total trades 0.33 .
13. The method of claim 1 , wherein adjusting the plurality of gamblers further comprising:
removing one or more gamblers of the plurality of gamblers with a higher packet loss rate according to the gain-loss of the generation; and
creating one or more gamblers with a transmission rate within a predetermined amount of an inherent network loss rate.
14. The method of claim 13 , wherein the inherent network loss rate is determined by transmitting a probe loss packet after the network is discharged.
15. A non-transitory computer readable medium storing instructions, which when executed by a processor causes the processor to:
initiate a generation of a plurality of gamblers, wherein each gambler of the plurality of gamblers has a different transmission rate;
for each gambler of the plurality of gamblers of the generation:
transmit, over a network, one or more packets at a transmission rate associated with the gambler; and
in response to a determination the gambler is finished, wait for the network to discharge and initiating a next gambler of the plurality of gamblers; and
in response to a determination the generation is finished, determine a gain-loss of the generation and adjusting the plurality of gamblers.
16. The non-transitory computer readable medium of claim 1 , wherein the gain-loss of the generation includes a comparison of different transmission rates and associated packet loss of each gambler of the plurality of gamblers.
17. The non-transitory computer readable medium of claim 1 , wherein the gain-loss of the generation comprising further instructions which when executed by the processor, causes the processor to:
determine a merit for each of the gamblers of the generation based on one or more received loss reports; and
automatically adjust the plurality of gamblers based on the merits of the plurality of gamblers.
18. The non-transitory computer readable medium of claim 17 , wherein the merits for each of the gamblers comprising further instructions which when executed by the processor, causes the processor to:
determine a win rate, wherein the win rate is a ratio between successfully transmitted packets for the gambler and total packets sent by the gambler;
adjust the win rate using a loss zero of the network; and
determine the merit of the gambler using the adjusted win rate and total trades of the gambler, wherein the total trades are a pairing of transmitting a packet and results of the transmission.
19. The non-transitory computer readable medium of claim 18 , wherein
merit=adjusted win rate 10 *total trades 0.33 .
20. The non-transitory computer readable medium of claim 1 , wherein adjusting the plurality of gamblers comprising further instructions which when executed by the processor, causes the processor to:
remove one or more gamblers of the plurality of gamblers with a higher packet loss rate according to the gain-loss of the generation; and
create one or more gamblers with a transmission rate within a predetermined amount of an inherent network loss rate.
21. The non-transitory computer readable medium of claim 20 , wherein the inherent network loss rate is determined by transmitting a probe loss packet after the network is discharged.