Systems and methods for shifting call handling across multi-region service clusters
A system for handling calls in a network includes a memory storing instructions and a processor configured to execute the instructions to perform operations. The operations include receiving information about the calls for a time interval, determining, for the time interval, a total cost associated with handling the calls, including a network cost associated with transmitting data over the network, a processing cost for processing the information related to the calls, and a cost of dynamically reassigning master and slave roles to a plurality of nodes in the network. The operations further include determining an assignment of the master and slave roles for a plurality of accounts being handled by the plurality of nodes that results in the total cost having a minimum value, and implementing the optimal assignment among the plurality of the accounts based on the determination.
1. A system for handling calls in a network, the system comprising:
a memory storing instructions; and
a processor configured to execute the instructions to perform operations comprising:
receiving information about calls during a time interval;
determining, for the time interval, a total cost associated with handling the calls allocated to nodes for processing the calls;
calculating a gradient of the total cost due to a reallocation of the calls to different nodes;
determining whether the total cost is reduced by at least a minimum required value when the calls are reallocated; and
reallocating the calls when the total cost is reduced below the minimum required value.
2. The system of claim 1 , wherein the total cost is calculated based on a call volume for the calls during the time interval, geographic origins of the calls, an assignment of master and slave roles to the nodes, a cost of wear-and-tear for a node due to traffic to the node, or a delay cost associated with a delay in assigning an agent to the calls.
3. The system of claim 1 , wherein the calls comprise one of an audio call, a text message, a video call, or a binary data stream.
4. The system of claim 1 , wherein the memory stores further instructions and wherein the processor is configured to execute the further instructions to perform further operations comprising:
receiving additional information about the calls, wherein receiving additional information comprises receiving information about a user, and wherein the information about the user includes at least a location at which the calls are being placed.
5. The system of claim 1 , wherein receiving the information about the calls comprises receiving information about at least an urgency of the calls.
6. The system of claim 1 , wherein the memory stores further instructions and wherein the processor is configured to execute the further instructions to perform further operations comprising:
reassigning master and slave roles to different nodes; and
wherein reallocating the calls comprises reallocating based on the reassigned master and slave roles.
7. The system of claim 6 , wherein a first node of the different nodes having the slave role is configured to communicate the information about the calls to a second node of the different nodes having the master role.
8. The system of claim 1 , wherein the memory stores further instructions and wherein the processor is configured to execute the further instructions to perform further operations comprising:
reassigning a master role to a node for an account, wherein the reassigning the master role comprises authorizing the node to make decisions for assigning agents to calls associated with the account; and
wherein the reallocating the calls comprises reallocating based on the reassigned master role for the node.
9. The system of claim 1 , wherein the memory stores further instructions and wherein the processor is configured to execute the further instructions to perform further operations comprising:
reassigning a slave role to a node for an account, wherein the reassigning the slave role comprises authorizing the node to collect information about users placing calls to the node; and
wherein the reallocating the calls comprises reallocating based on the reassigned slave role for the node.
10. A method for handling calls in a network, the method comprising:
receiving information about calls during a time interval;
determining, for the time interval, a total cost associated with handling the calls allocated to nodes for processing the calls;
calculating a gradient of the total cost due to a reallocation of the calls to different nodes;
determining whether the total cost is reduced by at least a minimum required value when the calls are reallocated; and
reallocating the calls when the total cost is reduced below the minimum required value.
11. The method of claim 10 , wherein the total cost is calculated based on a call volume for the calls during the time interval, geographic origins of the calls, an assignment of master and slave roles to the nodes, a cost of wear-and-tear for a node due to traffic to the node, or a delay cost associated with a delay in assigning an agent to the calls.
12. The method of claim 10 , wherein the calls comprise one of an audio call, a text message, a video call, or a binary data stream.
13. The method of claim 10 , further comprising:
receiving additional information about the calls, wherein receiving the additional information comprises receiving information about a user, and wherein the information about the user includes at least a location at which the calls are being placed.
14. The method of claim 10 , wherein receiving the information about the calls comprises receiving information about at least an urgency of the calls.
15. The method of claim 10 , further comprising:
reassigning master and slave roles to different nodes; and
wherein reallocating the calls comprises reallocating based on the reassigned master and slave roles.
16. The method of claim 15 , wherein a first node of the different nodes having the slave role is configured to communicate the information about the calls to a second node of the different nodes having the master role.
17. The method of claim 10 , further comprising:
reassigning a master role to a node for an account, wherein the reassigning the master role comprises authorizing the node to make decisions for assigning agents to calls associated with the account; and
wherein the reallocating the calls comprises reallocating based on the reassigned master role for the node.
18. The method of claim 10 , further comprising:
reassigning a slave role to a node for an account, wherein the reassigning the slave role comprises authorizing the node to collect information about users placing calls to the node; and
wherein the reallocating the calls comprises reallocating based on the reassigned slave role for the node.
19. A non-transitory, computer-readable medium storing instructions that, when executed by a processor, cause:
receiving information about calls during a time interval;
determining, for the time interval, a total cost associated with handling the calls allocated to nodes for processing the calls;
calculating a gradient of the total cost due to a reallocation of the calls to different nodes;
determining whether the total cost is reduced by at least a minimum required value when the calls are reallocated; and
reallocating the calls when the total cost is reduced below the minimum required value.
20. The non-transitory, computer-readable medium of claim 19 , storing further instructions that, when executed by the processor, cause:
reassigning master and slave roles to the different nodes; and
wherein the reallocating the calls comprises reallocating based on the reassigned master and slave roles.