Network traffic classification

• US 9,882,807 B2
• Filed: 11/11/2015
• Issued: 01/30/2018
• Est. Priority Date: 11/11/2015
• Status: Active Grant

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: Campo Giralte, Luis, Mujeriego Gomez, Jose Luis
• Primary Examiner(s): Thompson, Jr., Otis L
• Application Number:
  US14/937,994
• Publication Number:
  US 20170134264A1
• Time in Patent Office: 811 Days
• Field of Search: None
• CPC Class Codes: H04L 45/308 Route determination based on user's profile, e.g. premium users
• CPC Class Codes: H04L 45/50 using label swapping, e.g. multi-protocol label switch [MPLS]
• CPC Class Codes: H04L 47/2441 relying on flow classification, e.g. using integrated services [IntServ]
• CPC Class Codes: H04W 28/065 using assembly or disassembly of packets

Abstract

A computer implemented method and system comprising receiving a data packet from a network source, extracting source and destination data from the received data packet, determining a user from the extracted source and destination data from the received data packet. If a label does not exist for the extracted source and destination data from the received data packet, creating a label for the data packet, the label comprising the extracted source data and historic source data for the determined user, calling a chaotic function with the label for the received data packet. If the chaotic function returns false, calling an alternative function for an output with the label for the received data packet. If the chaotic function returns true, capturing the output of the chaotic function, and updating the label with the output of the chaotic function or with the output of the alternative function.

Claims

1. A computer implemented method, comprising:

receiving a data packet from a network source;

extracting source and destination data from the received data packet;

determining a user from the extracted source and destination data from the received data packet;

creating a label for the data packet, in response to a determination that the label does not exist for the extracted source and destination data from the received data packet, the label including the extracted source data and historic source data for the determined user;

calling a chaotic function with the label for the received data packet;

calling an alternative function for an output with the label for the received data packet, in response to the chaotic function being returned false;

capturing the output of the chaotic function, in response to the chaotic function being returned true; and

updating the label with the output of the chaotic function or with the output of the alternative function.

2. The method according to claim 1, wherein the extracting of source and destination data from the received data packet comprises extracting an IP source, a source port, an IP destination and a destination port from the received data packet.

3. The method according to claim 2, wherein the label includes the source port and a vector comprising last used ports of the determined user.

4. The method according to claim 3, wherein the updating the label with the output of the chaotic function or with the output of the alternative function comprises extending the vector with the source port and the output of the chaotic function or the output of the alternative function.

5. The method according to claim 1, wherein the calling of a chaotic function with the label for the received data packet comprises calling a Lorenz attractor function with the label for the received data packet.

6. A system for controlling network traffic, the system comprising:

a computer system comprising;

a computer processor, computer-readable storage media, and program instructions stored on the computer-readable storage media, the program instructions being executable by the processor to cause the computer system to;

receive a data packet from a network source;

extract source and destination data from the received data packet;

determine a user from the extracted source and destination data from the received data packet;

create a label for the data packet, in response to a determination that the label does not exist for the extracted source and destination data from the received data packet, the label including the extracted source data and historic source data for the determined user;

call a chaotic function with the label for the received data packet;

call an alternative function for an output with the label for the received data packet, in response to the chaotic function being returned false;

capture the output of the chaotic function, in response to the chaotic function being returned true; and

update the label with the output of the chaotic function or with the output of the alternative function.

7. The system according to claim 6, wherein the processor is arranged, when extracting source and destination data from the received data packet, to extract IP source, source port, IP destination and destination port from the received data packet.

8. The system according to claim 7, wherein the label comprises the source port and a vector comprising last used ports of the determined user.

9. The system according to claim 8, wherein the processor is arranged, when updating the label with the output of the chaotic function or with the output of the alternative function, to extend the vector with the source port and the output of the chaotic function or the output of the alternative function.

10. The system according to claim 6, wherein the processor is arranged, when calling a chaotic function with the label for the received data packet, to call a Lorenz attractor function with the label for the received data packet.

11. A computer program product for controlling network traffic, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform the program instructions comprising:

receiving a data packet from a network source;

extracting source and destination data from the received data packet;

determining a user from the extracted source and destination data from the received data packet;

creating a label for the data packet, in response to a determination that the label does not exist for the extracted source and destination data from the received data packet, the label including the extracted source data and historic source data for the determined user;

calling a chaotic function with the label for the received data packet;

calling an alternative function for an output with the label for the received data packet, in response to the chaotic function being returned false;

capturing the output of the chaotic function, in response to the chaotic function being returned true; and

updating the label with the output of the chaotic function or with the output of the alternative function.

12. The computer program product according to claim 11, wherein the instructions for extracting source and destination data from the received data packet comprise instructions for extracting IP source, source port, IP destination and destination port from the received data packet.

13. The computer program product according to claim 12, wherein the label comprises the source port and a vector comprising last used ports of the determined user.

14. The computer program product according to claim 13, wherein the instructions for updating the label with the output of the chaotic function or with the output of the alternative function comprise instructions for extending the vector with the source port and the output of the chaotic function or the output of the alternative function.

15. The computer program product according to claim 11, wherein the instructions for calling of a chaotic function with the label for the received data packet comprise instructions for calling a Lorenz attractor function with the label for the received data packet.