Network topology generation using traceroute data
View Patent ↗Embodiments provide systems, methods, and computer program products for inferring node and link information from traceroute data in order to generate topology information. A system receives traceroute data for a data packet that traverses a path from a source to a destination. The system infers port types for the addresses in the traceroute data and groups subsets of the addresses in the traceroute data into logical nodes based on neighbor relationships demonstrated in backward and forward neighbors sets. The system then generates node and link information based on the inferred and grouped information.
1. A method for generating a network topology, comprising:
receiving traceroute data corresponding to a data packet traversing a path from a source address to a destination address via a plurality of intermediate addresses;
using the traceroute data to assign a port type to each address in a set of addresses comprising the source address, the destination address and the plurality of intermediate addresses, wherein said using the traceroute data to assign the port type to each address comprises:
determining a name for the address;
parsing the name for the address to obtain a parsed name;
mapping a portion of the parsed name to an entry in a dictionary of port type information; and
assigning a first port type specified in the entry to the address;
grouping a subset of the source address, the destination address, and the plurality of intermediate addresses into a logical node based on generated backward neighbors sets and forward neighbors sets, the logical node comprising grouped node information; and
generating node and link relationships between the source address, the destination address, and the plurality of intermediate addresses based on the assigned port types and the grouped node information.
2. The method of claim 1 , further comprising:
determining geographic locations for the source address, the destination address, and each of the plurality of intermediate addresses; and
generating the node and link relationships further based on the geographic locations.
3. The method of claim 1 , wherein determining the name further comprises:
performing a reverse domain name system (DNS) lookup for the source address, the destination address, and each of the plurality of intermediate addresses.
4. The method of claim 1 , wherein said grouping further comprises:
grouping addresses in each backward neighbors set as a separate logical node for each of the source address, the destination address, and the plurality of intermediate addresses.
5. The method of claim 4 , further comprising:
checking for a mismatch between node numbers assigned to addresses in one of the backward neighbors sets;
obtaining a geographic location for a mismatched address in the one of the backward neighbors sets in response to detecting the mismatched address; and
comparing the obtained geographic location to geographic locations of other backward neighbors sets.
6. The method of claim 5 , further comprising:
assigning the mismatched address a node number associated with another backward neighbors set in response to a match with the other backward neighbors set; and
assigning the mismatched address a node number associated with a majority of the addresses in the one of the backward neighbors sets in response to no match.
7. The method of claim 1 , wherein the source address, the destination address, and the plurality of intermediate addresses represent ingress ports, the method further comprising:
inferring an egress address for the logical node based on subnet information derived from an address in the forward neighbors sets.
8. A system for generating a network topology, comprising:
a processor; and
a non-transitory computer-readable storage medium storing instructions that, when executed by the processor, causes the system to perform a method comprising:
receiving traceroute data, the traceroute data corresponding to a data packet traversing a path from a source address to a destination address via a plurality of intermediate addresses;
using the traceroute data to assign a port type to each address in a set of addresses comprising the source address, the destination address and the plurality of intermediate addresses, wherein said using the traceroute data to assign the port type to each address comprises:
determining a name for the address;
parsing the name for the address to obtain a parsed name;
mapping a portion of the parsed name to an entry in a dictionary of port type information; and
assigning a first port type specified in the entry to the address;
grouping a subset of a source address, a destination address, and a plurality of intermediate addresses from the traceroute data into a logical node based on generated backward neighbors sets and forward neighbors sets; and
generating node and link relationships between the source address, the destination address, and the plurality of intermediate addresses based on the assigned port types and the grouped node information.
9. The system of claim 8 , wherein the method performed by the system further comprises:
grouping addresses in each backward neighbors set as a separate logical node for each of the source address, the destination address, and the plurality of intermediate addresses.
10. The system of claim 9 , wherein the method performed by the system further comprises:
checking for a mismatch between node numbers assigned to addresses in one of the backward neighbors sets;
obtaining a geographic location for a mismatched address in the one of the backward neighbors sets in response to detecting the mismatched address; and
comparing the obtained geographic location to geographic locations of other backward neighbors sets.
11. The system of claim 10 , wherein the method performed by the system further comprises:
assigning the mismatched address a node number associated with another backward neighbors set in response to a match with the other backward neighbors set; and
assigning the mismatched address a node number associated with a majority of the addresses in the one of the backward neighbors sets in response to no match.
12. A method, comprising:
generating, based on traceroute data, a backward neighbors set for each of a source address, a destination address, and a plurality of intermediate addresses, wherein the traceroute data corresponds to a data packet traversing a path from the source address to the destination address via the plurality of intermediate addresses;
grouping addresses in each backward neighbors set as a separate logical node for each of the source address, the destination address, and the plurality of intermediate addresses;
checking for a mismatch between node numbers assigned to addresses in one of the backward neighbors sets;
obtaining a geographic location for a mismatched address in the one of the backward neighbors sets in response to detecting the mismatched address; and
comparing the obtained geographic location to geographic locations of other backward neighbors sets.
13. The method of claim 12 , further comprising: assigning the mismatched address a node number associated with another backward neighbors set in response to a match with the other backward neighbors set; and assigning the mismatched address a node number associated with a majority of addresses in the one of the backward neighbors sets in response to no match.
14. The method of claim 12 , wherein the source address, the destination address, and the plurality of intermediate addresses represent ingress ports, the method further comprising:
generating, based on the traceroute data, a forward neighbors set for each of the source address, the destination address, and the plurality of intermediate addresses; and
inferring an egress address for the separate logical node based on subnet information derived from an address in the forward neighbors set.
15. The method of claim 12 , wherein the logical node comprises grouped node information, the method further comprising:
generating node and link relationships between the source address, the destination address, and the plurality of intermediate addresses based on the grouped node information.
16. A non-transitory computer-readable storage medium having control logic recorded thereon that, when executed by a processor, causes the processor to perform a method for generating a network topology in a server, the method comprising:
generating, based on traceroute data, a backward neighbors set for each of a source address, a destination address, and a plurality of intermediate addresses, wherein the traceroute data corresponds to a data packet traversing a path from the source address to the destination address via the plurality of intermediate addresses;
grouping addresses in each backward neighbors set as a separate logical node for each of the source address, the destination address, and the plurality of intermediate addresses;
checking for a mismatch between node numbers assigned to addresses in one of the backward neighbors sets;
obtaining a geographic location for a mismatched address in the one of the backward neighbors sets in response to detecting the mismatched address; and
comparing the obtained geographic location to geographic locations of other backward neighbors sets.
17. The non-transitory computer-readable storage medium of claim 16 , the method further comprising: assigning the mismatched address a node number associated with another backward neighbors set in response to a match with the other backward neighbors set; and assigning the mismatched address a node number associated with a majority of addresses in the one of the backward neighbors sets in response to no match.
18. The non-transitory computer-readable storage medium of claim 16 , wherein the source address, the destination address, and the plurality of intermediate addresses represent ingress ports, the method further comprising:
generating, based on the traceroute data, a forward neighbors set for each of the source address, the destination address, and the plurality of intermediate addresses; and
inferring an egress address for the separate logical node based on subnet information derived from an address in the forward neighbors set.
19. The non-transitory computer-readable storage medium of claim 16 , wherein the logical node comprises grouped node information, the method further comprising:
generating node and link relationships between the source address, the destination address, and the plurality of intermediate addresses based on the grouped node information.