EVALUATION OF DNS PRE-REGISTRATION DATA TO PREDICT FUTURE DNS TRAFFIC

• US 20150263903A1
• Filed: 05/27/2015
• Published: 09/17/2015
• Est. Priority Date: 10/28/2010
• Status: Active Application

• Current Assignee: VeriSign, Inc.
• Original Assignee: VeriSign, Inc.
• Inventors: Thomas, Matthew
• Granted Patent: US 10,257,046 B2
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06Q 30/0273 Determination of fees for advertising
• CPC Class Codes: H04L 41/147 for predicting network behaviour
• CPC Class Codes: H04L 43/04 Processing captured monitoring data, e.g. for logfile generation
• CPC Class Codes: H04L 61/4511 using domain name system [DNS]

Abstract

Methods and systems analyze historical NXD traffic to predict future DNS traffic. In one embodiment, a system may count NXD responses generated by an Authoritative DNS server during a particular time period and calculate the variance in NXD traffic for domains over time. The system may then generate a coefficient of variance (CoV) value for each domain observed. Finally, the system may predict positive domain traffic based upon the calculated CoV data. In other embodiments, the system may also base the prediction on the classification of domains as “original” domains or “re-registered” domains. In another embodiment, the system may also base the prediction on the “size” of name servers. Additionally, or alternatively, the system may determine the number of unique name servers for a domain and base the prediction on the number of unique name servers for a particular domain name.

Claims

1. A method for predicting future network traffic, comprising:

receiving non-existent domain (NXD) requests from a plurality of name servers for one or more candidate domains over a first period of time;

determining the size of each of the plurality of name servers, the size of a name server being proportional to the total number of NXD requests sent by the name server; and

based on at least the determined sizes of the plurality of name servers and received NXD requests, predicting at least one of an expected name-in-use response level for the one or more candidate domains, an expected click traffic for the one or more candidate domain, or a combination thereof.

2. The method of claim 1, further comprising:

providing an indication of the expected name-in-use response levels, expected click traffic, or a combination thereof to a purchaser.

3. The method of claim 2, wherein the indication comprises at least one of relative monetization values for the one or more candidate domains, value ratings for the one or more candidate domains according to a predetermined baseline, or predicted traffic statistics for the one or more candidate domains.

4. The method of claim 1, further comprising:

identifying one or more identified domains from the one or more candidate domains receiving traffic from name servers of below a predetermined size; and

wherein the prediction is further based on whether or not the one or more candidate domains are identified as an identified domain.

5. The method of claim 1, further comprising:

determining the number of unique name servers for the one or more candidate domains over the first period of time; and

based on the received NXD requests and at least one of the determined sizes of the plurality of name servers and determined number of unique name servers, predicting at least one of expected name-in-use response levels for the one or more candidate domains, expected click traffic for the one or more candidate domains, or a combination thereof.

6. The method of claim 1, further comprising:

filtering the or more candidate domains to remove domains receiving traffic from name servers of above a predetermined size; and

making the predictions only for the remaining one or more candidate domains.

7. A device for predicting future network traffic, comprising:

a memory containing instructions; and

at least one processor, operably connected to the memory, the executes the instructions to perform a method comprising;

receiving non-existent domain (NXD) requests from a plurality of name servers for one or more candidate domains over a first period of time;

determining the size of each of the plurality of name servers, the size of a name server being proportional to the total number of NXD requests sent by the name server; and

based on at least the determined sizes of the plurality of name servers and received NXD requests, predicting at least one of an expected name-in-use response level for the one or more candidate domains, an expected click traffic for the one or more candidate domain, or a combination thereof.

8. The device of claim 7, wherein the at least one process is further operation to perform the method comprising:

providing an indication of the expected name-in-use response levels, expected click traffic, or a combination thereof to a purchaser.

9. The device of claim 8, wherein the indication comprises at least one of relative monetization values for the one or more candidate domains, value ratings for the one or more candidate domains according to a predetermined baseline, or predicted traffic statistics for the one or more candidate domains.

10. The device of claim 7, wherein the at least one processor is further operable to execute the method comprising:

identifying one or more identified domains from the one or more candidate domains receiving traffic from name servers of below a predetermined size; and

wherein the prediction is further based on whether or not the one or more candidate domains are identified as an identified domain.

11. The device of claim 7, wherein the at least one processor is further operable to execute the method comprising:

determining the number of unique name servers for the one or more candidate domains over the first period of time; and

based on the received NXD requests and at least one of the determined sizes of the plurality of name servers and determined number of unique name servers, predicting at least one of expected name-in-use response levels for the one or more candidate domains, expected click traffic for the one or more candidate domains, or a combination thereof.

12. The device of claim 7, wherein the at least one processor is further operable to execute the method comprising:

filtering the or more candidate domains to remove domains receiving traffic from name servers of above a predetermined size; and

making the predictions only for the remaining one or more candidate domains.

13. A computer readable storage medium comprising instructions for causing one or more processors to perform a method, the method for predicting future network traffic, comprising:

receiving non-existent domain (NXD) requests from a plurality of name servers for one or more candidate domains over a first period of time;

determining the size of each of the plurality of name servers, the size of a name server being proportional to the total number of NXD requests sent by the name server; and

based on at least the determined sizes of the plurality of name servers and received NXD requests, predicting at least one of an expected name-in-use response level for the one or more candidate domains, an expected click traffic for the one or more candidate domain, or a combination thereof.

14. The computer readable storage medium of claim 13, further comprising:

providing an indication of the expected name-in-use response levels, expected click traffic, or a combination thereof to a purchaser.

15. The computer readable storage medium of claim 14, wherein the indication comprises at least one of relative monetization values for the one or more candidate domains, value ratings for the one or more candidate domains according to a predetermined baseline, or predicted traffic statistics for the one or more candidate domains.

16. The computer readable storage medium of claim 13, further comprising:

identifying one or more identified domains from the one or more candidate domains receiving traffic from name servers of below a predetermined size; and

wherein the prediction is further based on whether or not the one or more candidate domains are identified as an identified domain.

17. The computer readable storage medium of claim 13, further comprising:

determining the number of unique name servers for the one or more candidate domains over the first period of time; and

based on the received NXD requests and at least one of the determined sizes of the plurality of name servers and determined number of unique name servers, predicting at least one of expected name-in-use response levels for the one or more candidate domains, expected click traffic for the one or more candidate domains, or a combination thereof.

18. The computer readable storage medium of claim 13, further comprising:

filtering the or more candidate domains to remove domains receiving traffic from name servers of above a predetermined size; and

making the predictions only for the remaining one or more candidate domains.

19. A method for predicting future network traffic, comprising:

receiving non-existent domain (NXD) requests from a plurality of name servers for one or more candidate domains over a first period of time;

identifying each of the one or more candidate domains as an Original Domain or as a Re-registered domain; and

based on at least the identification and received NXD requests, predicting at least one of expected name-in-use response levels for the one or more candidate domains, expected click traffic for the one or more candidate domains, or a combination thereof.

20. The method of claim 19, further comprising:

providing an indication of the expected name-in-use response levels, expected click traffic, or a combination thereof to a purchaser.

21. The method of claim 20, wherein the indication comprises at least one of relative monetization values for the one or more candidate domains, value ratings for the one or more candidate domains according to a predetermined baseline, or predicted traffic statistics for the one or more candidate domains.

22. The method of 19, further comprising:

determining whether the received NXD requests for Re-registered domains are associated with machine-generated internet activity;

filtering the received NXD requests to remove NXD requests associated with machine-generated internet activity for Re-registered domains; and

making the prediction based on at least the identification and filtered NXD requests.

23. A device for predicting future network traffic, comprising:

a memory containing instructions; and

at least one processor, operably connected to the memory, the executes the instructions to perform a method comprising;

receiving non-existent domain (NXD) requests from a plurality of name servers for one or more candidate domains over a first period of time;

identifying each of the one or more candidate domains as an Original Domain or as a Re-registered domain; and

based on at least the identification and received NXD requests, predicting at least one of expected name-in-use response levels for the one or more candidate domains, expected click traffic for the one or more candidate domains, or a combination thereof.

24. The device of claim 23, wherein the at least one processor is further operable to execute the method comprising:

providing an indication of the expected name-in-use response levels, expected click traffic, or a combination thereof to a purchaser.

25. The device of claim 24, wherein the indication comprises at least one of relative monetization values for the one or more candidate domains, value ratings for the one or more candidate domains according to a predetermined baseline, or predicted traffic statistics for the one or more candidate domains.

26. The device of 23, wherein the at least one processor is further operable to execute the method comprising:

determining whether the received NXD requests for Re-registered domains are associated with machine-generated internet activity;

filtering the received NXD requests to remove NXD requests associated with machine-generated internet activity for Re-registered domains; and

making the prediction based on at least the identification and filtered NXD requests.

27. A computer readable storage medium comprising instructions for causing one or more processors to perform a method, the method for predicting future network traffic, comprising:

receiving non-existent domain (NXD) requests from a plurality of name servers for one or more candidate domains over a first period of time;

identifying each of the one or more candidate domains as an Original Domain or as a Re-registered domain; and

based on at least the identification and received NXD requests, predicting at least one of expected name-in-use response levels for the one or more candidate domains, expected click traffic for the one or more candidate domains, or a combination thereof.

28. The computer readable storage medium of claim 27, further comprising:

providing an indication of the expected name-in-use response levels, expected click traffic, or a combination thereof to a purchaser.

29. The computer readable storage medium of claim 28, wherein the indication comprises at least one of relative monetization values for the one or more candidate domains, value ratings for the one or more candidate domains according to a predetermined baseline, or predicted traffic statistics for the one or more candidate domains.

30. The computer readable storage medium of 27, further comprising:

determining whether the received NXD requests for Re-registered domains are associated with machine-generated internet activity;

filtering the received NXD requests to remove NXD requests associated with machine-generated internet activity for Re-registered domains; and

making the prediction based on at least the identification and filtered NXD requests.