Method, apparatus and computer program product for improving dynamic retry of resource service
Methods, apparatuses and computer program products for implementing dynamic retry of a resource service in a network system are provided. An example method may include: transmitting a first service request to the resource service, determining a first service availability indicator, calculating a first service availability estimate associated with the resource service based on the first service availability indicator, and determining whether to transmit a second service request based on the first service availability estimate. The example method may be repeated by an example apparatus continuously for each transmitted service request.
1. An apparatus for implementing dynamic retry of a resource service in a network system, the apparatus comprising at least one processor and at least one non-transitory memory storing program code, wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to at least:
transmit a first service request to the resource service;
determine a first service availability indicator, wherein the first service availability indicator is indicative of whether the resource service is available to respond to the first service request;
determine the first service availability indicator indicates the resource service is not available to respond to the first service request;
in response to determining the first service availability indicator indicates the resource service is not available to respond to the first service request, calculate a first service availability estimate associated with the resource service based on the first service availability indicator, the first service availability estimate representing a probability of success in producing a service response from the resource service; and
determine whether to transmit a second service request to the resource service based on the first service availability estimate.
2. The apparatus of claim 1 , wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to further:
continuously transmit subsequent service requests to the resource service;
determine a service availability indicator, wherein the service availability indicator is indicative of whether the resource service is available to respond to each subsequent service request;
calculate a service availability estimate associated with the resource service based on the service availability indicator; and
determine whether to transmit a further subsequent service request based on the service availability estimate.
3. The apparatus of claim 1 , wherein determining the first service availability indicator further comprises:
determining that no service response is received within a predetermined time period subsequent to transmitting the first service request; and
generating the first service availability indicator indicating that the resource service is not available.
4. The apparatus of claim 1 , wherein determining whether to transmit the second service request further comprises:
retrieving a service availability threshold associated with the resource service; and
determining whether the first service availability estimate satisfies the service availability threshold.
5. The apparatus of claim 4 , wherein determining whether to transmit the second service request further comprises:
determining that the first service availability estimate satisfies the service availability threshold; and
in response to determining that the first service availability estimate satisfies the service availability threshold, transmitting the second service request to the resource service.
6. The apparatus of claim 4 , wherein determining whether to transmit the second service request further comprises:
determining that the first service availability estimate does not satisfy the service availability threshold; and
in response to determining that the first service availability estimate does not satisfy the service availability threshold, triggering generation of an electronic indication that the second service request is not transmitted.
7. The apparatus of claim 6 , wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to further:
generate an entry to a log file associated with the resource service, wherein the log file indicates a failure count associated with the resource service.
8. The apparatus of claim 7 , wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to further:
determine, based on the log file, whether the failure count satisfies a failure alert threshold associated with the resource service; and
in response to determining that the failure count satisfies the failure alert threshold, trigger generation of an electronic alert.
9. A computer-implemented method for implementing dynamic retry of a resource service in a network system, comprising:
transmitting a first service request to the resource service;
determining a first service availability indicator, wherein the first service availability indicator is indicative of whether the resource service is available to respond to the first service request;
determining the first service availability indicator indicates the resource service is not available to respond to the first service request;
in response to determining the first service availability indicator indicates the resource service is not available to respond to the first service request, calculating a first service availability estimate associated with the resource service based on the first service availability indicator, the first service availability estimate representing a probability of success in producing a service response from the resource service; and
determining whether to transmit a second service request to the resource service based on the first service availability estimate.
10. The computer-implemented method of claim 9 , further comprising:
continuously transmitting subsequent service requests to the resource service;
determining a service availability indicator, wherein the service availability indicator is indicative of whether the resource service is available to respond to each subsequent service request;
calculating a service availability estimate associated with the resource service based on the service availability indicator; and
determining whether to transmit a further subsequent service request based on the service availability estimate.
11. The computer-implemented method of claim 9 , wherein determining the first service availability indicator further comprises:
determining that no service response is received within a predetermined time period subsequent to transmitting the first service request; and
generating the first service availability indicator indicating that the resource service is not available.
12. The computer-implemented method of claim 9 , wherein determining whether to transmit the second service request further comprises:
retrieving a service availability threshold associated with the resource service; and
determining whether the first service availability estimate satisfies the service availability threshold.
13. The computer-implemented method of claim 12 , wherein determining whether to transmit the second service request further comprises:
determining that the first service availability estimate satisfies the service availability threshold; and
in response to determining that the first service availability estimate satisfies the service availability threshold, transmitting the second service request to the resource service.
14. The computer-implemented method of claim 12 , wherein determining whether to transmit the second service request further comprises:
determining that the first service availability estimate does not satisfy the service availability threshold; and
in response to determining that the first service availability estimate does not satisfy the service availability threshold, triggering generation of an electronic indication that the second service request is not transmitted.
15. A computer program product for implementing dynamic retry of a resource service in a network system, the computer program product comprising at least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising an executable portion configured to:
transmit a first service request to the resource service;
determine a first service availability indicator, wherein the first service availability indicator is indicative of whether the resource service is available to respond to the first service request;
determine the first service availability indicator indicates the resource service is not available to respond to the first service request;
in response to determining the first service availability indicator indicates the resource service is not available to respond to the first service request, calculate a first service availability estimate associated with the resource service based on the first service availability indicator, the first service availability estimate representing a probability of success in producing a service response from the resource service; and
determine whether to transmit a second service request to the resource service based on the first service availability estimate.
16. The computer program product of claim 15 , wherein determining the first service availability indicator further comprises:
determining that no service response is received within a predetermined time period subsequent to transmitting the first service request; and
generating the first service availability indicator indicating that the resource service is not available.
17. The computer program product of claim 15 , wherein determining whether to transmit the second service request further comprises:
retrieving a service availability threshold associated with the resource service; and
determining whether the first service availability estimate satisfies the service availability threshold.
18. The apparatus of claim 1 , wherein to determine whether to transmit the second service request based on the first service availability estimate, the apparatus is configured to:
determine an availability state for the resource service based on the first service availability estimate; and
determine whether to transmit the second service request based on the availability state for the resource service.
19. The apparatus of claim 1 , wherein to calculate the first service availability estimate, the apparatus is configured to:
identify a previous service availability estimate for the resource service; and
calculate the first service availability estimate, based on the first service availability indicator, by adjusting the previous service availability estimate based at least in part on a sensitivity parameter.
20. The apparatus of claim 1 , wherein to calculate the first service availability estimate, the apparatus is configured to:
identify a previous service availability estimate for the resource service; and
calculate the first service availability estimate, based on the first service availability indicator, by adjusting the previous service availability estimate by a delta value.