Tuning routing metrics to reduce maximum link utilization or provide failure resiliency
View Patent ↗A metric tuning technique optimizes the maximum link utilization of a set of links incrementally. Changes to the metric are constrained to be metric increases to divert routes from select links, thereby minimizing the number of changes required to achieve the optimization by avoiding the potential cascade of changes caused by attracting routes to a link. An interactive user interface is provided to allow a user to specify limits and constraints, and to select the sets of links to be addressed, including, for example, only the links that exceed a given link utilization threshold, the links having the highest link utilizations, the links having the highest failure effect, and so on. This incremental optimization technique is also used to optimize network resiliency by minimizing the network degradation caused by the failure of one or more links.
1. A method comprising:
identifying a first plurality of metric values of a metric parameter that is used by a routing protocol to select first routes for communication of messages among nodes of a network, each metric value being associated with a corresponding link of a plurality of links of the network,
determining, by a network analysis system, a plurality of failure effects based on modifications of the first routes by the routing protocol based on a plurality of hypothetical failure conditions,
selecting a hypothetical failure condition based on the plurality of failure effects
determining a first network performance measure based on the modification of the first routes by the routing protocol based on the selected hypothetical failure condition of a plurality of hypothetical failure conditions of the network, and
determining a second network performance measure based on a proposed second plurality of metric values and corresponding second routes based on the selected hypothetical failure condition of the plurality of hypothetical failure conditions and a modification of one or more select metric values of the first plurality of metric values, and
wherein:
each failure effect corresponds to a number of link utilizations that exceed a given threshold due to the corresponding hypothetical failure condition
the modification of the one or more select metric values is substantially limited to modifications that cause the routing protocol to reduce a number of routes that include the links corresponding to the modified metric values, and
if the second network performance is an improvement over the first network performance measure, identifying one or more configuration changes that will enable use of the proposed second plurality of metric values on the plurality of links of the network.
2. The method of claim 1 , wherein the improvement of the second network performance measure corresponds to a reduction in a number of link utilizations that exceed a first threshold due to the hypothetical failure condition.
3. The method of claim 2 , wherein the improvement of the second network performance measure corresponds to a reduction in a number of link utilizations that exceed a second threshold based on the first routes, without the hypothetical failure condition.
4. The method of claim 2 , wherein the improvement of the second network performance measure corresponds to an elimination of link utilizations that exceed a second threshold based on the first routes, without the hypothetical failure condition.
5. The method of claim 4 , wherein the improvement of the second network performance measure corresponds to an elimination of link utilizations that exceed the second threshold due to the failure condition.
6. The method of claim 1 , wherein the first and second network performance measures correspond to a maximum of link utilizations of the plurality of links.
7. A system comprising:
a user interface that is configured to receive a link utilization threshold,
a routing tool that is configured to determine routes on a network based on a metric parameter and a corresponding first plurality of metric values of the metric parameter, each metric value being associated with a corresponding link of a plurality of links of the network,
a traffic engineering engine that is configured to perform the method of:
identifying a first plurality of metric values of a metric parameter that is used by the routing tool to select first routes for communication of messages among nodes of a network, each metric value being associated with a corresponding link of a plurality of links of the network,
determining, a plurality of failure effects based on modifications of the first routes by the routing tool based on a plurality of hypothetical failure conditions,
selecting a hypothetical failure condition based on the plurality of failure effects
determining a first network performance measure based on the modification of the first routes by the routing protocol based on the selected hypothetical failure condition of the network,
determining a second network performance measure based on a proposed second plurality of metric values and corresponding second routes based on the selected hypothetical failure condition and a modification of one or more select metric values of the first plurality of metric values,
wherein:
each failure effect corresponds to a number of link utilizations that exceed the link utilization threshold due to the corresponding hypothetical failure condition
the modification of the one or more select metric values is substantially limited to modifications that cause the routing protocol to reduce a number of routes that include the links corresponding to the modified metric values, and,
if the second network performance measure is an improvement over the first network performance measure, identifying one or more configuration changes that will enable use of the proposed second plurality of metric values on the plurality of links of the network.
8. The system of claim 7 , wherein the first and second network performance measures include a number of the violations.
9. The system of claim 7 , wherein the improvement includes a reduction in a maximum of link utilization among the plurality of links.
10. The system of claim 7 , wherein the traffic engineering engine is configured to modify the one or more select metric values by:
selecting a candidate link having a link utilization that exceeds the link utilization threshold,
determining a new value of the select metric value corresponding to the candidate link to achieve a new link utilization that does not exceed the link utilization threshold, and
setting the select metric value to the new value.
11. The system of claim 10 , wherein the traffic engineering engine is configured to:
identify each of a set of metric values of the candidate link that provide a reduction of the link utilization for the candidate link, and
determine the new value includes selecting from the set of metric values.
12. The system of claim 7 , wherein the traffic engineering engine is configured to:
determine a third network performance measure based on a modification of the second routes by the routing protocol based on a hypothetical failure condition of the network, and
determine a fourth network performance measure based on a proposed third plurality of metric values and corresponding third routes based on modification of one or more other select metric values of the second plurality of metric values, and,
if the fourth network performance measure is an improvement over the third network performance measure, identify one or more other configuration changes that will enable use of the proposed third plurality of metric values on the plurality of links of the network.
13. A system comprising:
a routing tool that is configured to determine routes on a network based on a metric parameter and corresponding first plurality of metric values of the metric parameter, each metric value being associated with a corresponding link of a plurality of links of the network,
a traffic engineering engine that is configured to perform the method of:
identifying a first plurality of metric values of a metric parameter that is used by the routing tool to select first routes for communication of messages among nodes of a network, each metric value being associated with a corresponding link of a plurality of links of the network,
determining a plurality of failure effects based on modifications of the first routes by the routing tool based on a plurality of hypothetical failure conditions,
selecting a hypothetical failure condition based on the plurality of failure effects
determining a first network performance measure based on the modification of the first routes by the routing tool based on the selected hypothetical failure condition of the network, and
determining a second network performance measure based on a proposed second plurality of metric values and corresponding second routes based on the selected hypothetical failure condition and a modification of one or more select metric values of the first plurality of metric values,
wherein:
each failure effect corresponds to a number of link utilizations that exceed a given threshold due to the corresponding hypothetical failure condition
the modification of the one or more select metric values is substantially limited to modifications that cause the routing protocol to reduce a number of routes that include the links corresponding to the modified metric values, and
if the second network performance measure is an improvement over the first network performance measure, identifying one or more configuration changes that will enable use of the proposed second plurality of metric values on the plurality of links of the network.
14. The system of claim 13 , wherein the improvement of the second network performance measure corresponds to an elimination of link utilizations that exceed a given threshold due to the failure condition.
15. The system of claim 13 , wherein the first and second network performance measures correspond to a maximum of link utilizations of the plurality of links.