IP Library › Granted Patent US 12,388,731
Granted Patent B2
US 12,388,731 · App. 17/654,141 · Granted Aug 12, 2025

Hierarchical aggregation of select network traffic statistics

Inventors: David Anthony Hughes (Los Altos Hills, CA); Pawan Kumar Singh (Los Altos, CA)
Assignee: Hewlett Packard Enterprise Development LP
H04L43/062G06F16/22G06F16/248G06F16/284H04L43/026H04L43/045H04L43/067
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Quick Facts
Patent No.
US 12,388,731
App. No.
17/654,141
Granted
Aug 12, 2025
Kind
B2
Abstract

Disclosed herein are systems and methods for the collection, aggregation, and processing of network traffic statistics for a plurality of network appliances in a wide area network. Select network traffic statistics can be collected and associated with a hierarchical string, and aggregated over time. In this way, only information that is likely to be relevant is gathered and maintained, allowing for the maintenance of select network traffic statistics for large-scale operations.

Claims (45)

1. A network information collector, comprising:

a processor; and

a memory including instructions that, when executed by the processor, cause the network information collector to:

periodically receive, from a plurality of network appliances connected in a communication network, a respective plurality of accumulating maps, wherein:

each accumulating map includes entries organized hierarchically according to a set of flow attributes, and

each entry represents one or more flows in a flow table of a respective network appliance of the plurality of network appliances;

aggregate each of the received respective plurality of accumulating maps into a global accumulating map; and

remove, from the global accumulating map, entries according to a lowest number of bytes eviction policy that evicts an entry having a lowest number of bytes among entries of the global accumulating map, wherein the entry having the lowest number of bytes is the entry that includes a first network metric of a bytes received count that is lowest of any entry in the global accumulating map.

2. The network information collector of claim 1 , wherein the instructions further cause the network information collector to forward information from the global accumulating map to a network administrator via a graphical user interface such that the network administrator can generate a report based on the forwarded information and a search query.

3. The network information collector of claim 1 , wherein the accumulating maps are periodically received after a pre-determined time interval.

4. The network information collector of claim 3 , wherein each successive accumulating map received from a network appliance includes entries for flows during the pre-determined time interval.

5. The network information collector of claim 1 , wherein entries removed from the global accumulating map are recorded in an eviction log.

6. The network information collector of claim 1 , wherein a first attribute of the set of flow attributes is related to and more specific than a second attribute of the set of flow attributes.

7. A method, comprising:

receiving, at a network information collector and from a plurality of network appliances, a plurality of respective accumulating maps,

wherein:

each accumulating map includes entries organized hierarchically according to a set of flow attributes,

a first attribute of the set of flow attributes is related to and more specific than a second attribute of the set of flow attributes, and

each entry represents one or more flows in a flow table of a respective network appliance of the plurality of network appliances;

aggregating, at the network information collector, each of the received plurality of respective accumulating maps into a global accumulating map, wherein the aggregating comprises:

for each entry of each received accumulating map, identifying a corresponding entry of the global accumulating map;

updating each identified corresponding entry to incorporate information from the respective received accumulating map entry; and

removing entries according to a lowest number of bytes eviction policy that evicts an entry having a lowest number of bytes among entries of the global accumulating map, wherein the entry having the lowest number of bytes is the entry that includes a first network metric of a bytes received count that is lowest of any entry in the global accumulating map.

8. The method of claim 7 , wherein each successive accumulating map received from a network appliance includes entries for flows during a pre-determined time interval.

9. The method of claim 7 , wherein entries removed from the global accumulating map are recorded in an eviction log.

10. The method of claim 7 , wherein each entry includes a network metric extracted from associated flows.

11. The method of claim 7 , wherein the network appliances are connected in a communication network and each network appliance gathers information on flows passing through itself.

12. The method of claim 7 , further comprising forwarding information from the global accumulating map to a network administrator via a graphical user interface such that the network administrator can generate a report based on the forwarded information and a search query.

13. A system, comprising:

a plurality of network appliances each comprising a respective processor and a memory including instructions that, when executed by the respective processor, cause each respective network appliance of the plurality of network appliances to:

insert details of a plurality flows into a flow table;

generate one or more entries according to a set of flow attributes of the plurality of flows, wherein each of the one or more entries may be associated with one or more of the plurality of flows;

insert the one or more entries into an accumulating map such that the entries are organized hierarchically according to a set of related flow attributes,

wherein a first attribute of the set of flow attributes is related to and more specific than a second attribute of the set of flow attributes; and

periodically transmit the accumulating map to a network information collector; and

the network information collector comprising a processor and a memory including instructions that, when executed by the processor, cause the network information collector to:

receive an accumulating map from a network appliance;

aggregate the received accumulating map into a global accumulating map;

remove, from the global accumulating map, entries according to,

a lowest number of bytes eviction policy that evicts an entry having a lowest number of bytes among entries of the global accumulating map, wherein the entry having the lowest number of bytes is the entry that includes a first network metric of a bytes received count that is lowest of any entry in the global accumulating map; and

forward information from the global accumulating map to a network administrator via a graphical user interface such that the network administrator can generate a report based on the forwarded information and a search query.

14. The system of claim 13 , wherein each entry includes a network metric extracted from associated flows.

15. The system of claim 14 , wherein upon removing an entry, the network metric of the removed entry is combined with a network metric of another entry associated with the removed entry.

16. The system of claim 13 , wherein each successive accumulating map received from a network appliance includes entries for flows during a pre-determined time interval.

17. The system of claim 13 , wherein entries removed from the global accumulating map are recorded in an eviction log.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 16, 2022
From: HUGHES, DAVID ANTHONY; SINGH, PAWAN KUMAR
To: SILVER PEAK SYSTEMS, INC.
Reel/Frame 059286/0059 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 16, 2022
From: SILVER PEAK SYSTEMS, INC.
To: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Reel/Frame 059286/0145 →
Continuity (3)
Division 16581637 · Sep 24, 2019
Continuation 15180981 · Jun 13, 2016
Related Publication 20220200876A1 · Jun 23, 2022
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