Apparatus, method, and computer program for detection of server-like devices on a computer network based on ingress to egress network traffic ratios
View Patent ↗Ingress to egress network traffic ratios are determined for at least some devices within a network and server-like devices are selected on the basis of the determined ratios or a figure derived from the determined ratios. Selecting the server-like devices includes the step of selecting those devices having a value of ratio above a selected value and includes ranking the devices in order of their ratios and determining discontinuities in the values of the ratios of the ranked devices. The server-like devices are connected to a port of another device and the ingress to egress network traffic ratio is determined by determining the network traffic through the port using SNMP.
1. A method for detection of server-like devices within a network, said detection method comprising the steps of
determining a respective ingress to egress network traffic ratio for at least some of the devices,
and selecting the server-like devices on the basis of each determined ratio or a figure derived from each determined ratios,
wherein selecting the server-like devices includes selecting those devices having a value of said determined ratio above a selected value,
said selected value providing a cut-off point beyond which all device are considered as exhibiting server-like behavior.
2. A method as claimed in claim 1 in which each server-like device is connected to a port of another device and the ingress to egress network traffic ratio is determined by determining network traffic through said port.
3. A method as claimed in claim 2 in which said network traffic through said port is determined using SNMP.
4. A method as claimed in claim 1 including the step of ranking the devices in order of their determined ratios.
5. A method as claimed in claim 4 in which the selection of the server-like devices includes determining discontinuities in the values of the determined ratios of the ranked devices.
6. A method as claimed in claim 4 including the step of nominally plotting the determined ratios of the devices against the ranked devices and deriving a second derivative of a resulting ordered ratio graph, and using the second derivative to select the server-like devices.
7. A method as claimed in claim 5 including the step of nominally plotting the determined ratios of the devices against the ranked devices and deriving a third derivative of a resulting ordered ratio graph, and using second and third derivatives to select the server-like devices.
8. A method as claimed in claim 7 including the step of using the second and third derivatives to divide the devices into groups and selecting one or more of the groups of devices as server-like devices.
9. A method as claimed in claim 8 in which devices are divided into groups by determining boundaries of the groups as points where the second derivative is zero and the third derivative is less than zero.
10. A computer program on a computer readable medium loadable into a digital computer, said computer program comprising software for performing the steps of claim 1 .
11. Network apparatus for detection of server-like devices within a network, said apparatus comprising means for determining a respective ingress to egress network traffic ratio for at least some of the devices, and means for selecting the server-like devices on the basis of each determined ratio or a figure derived from each determined ratio, said selecting means including means for selecting those devices having a value of said determined ratio above a selected value, said selected value providing a cut-off point beyond which all devices are considered as exhibiting server-like behavior.
12. Apparatus as claimed in claim 11 in which each server-like device is connected to a port of another device and the ingress to egress network traffic ratio is determined by determining network traffic through said port.
13. Apparatus as claimed in claim 12 in which said network traffic through said port is determined using SNMP.
14. Apparatus as claimed in claim 11 including means for ranking the devices in order of their determined ratios.
15. Apparatus as claimed in claim 14 including means for determining discontinuities in the values of the determined ratios of the ranked devices.
16. Apparatus as claimed in claim 14 including means for nominally plotting the determined ratios of the devices against the ranked devices and deriving a second derivative of a resulting ordered ratio graph, and means for using the second derivative to select the server-like devices.
17. Apparatus as claimed in claim 15 including means for nominally plotting the determined ratios of the devices against the ranked devices and deriving a third derivative of a resulting ordered ratio graph, and means for using second and third derivatives to select the server-like devices.
18. Apparatus as claimed in claim 17 including means for using second and third derivatives to divide the devices into groups and selecting one or more of the groups of devices as server-like devices.
19. Apparatus as claimed in claim 18 including means for dividing the devices into groups by determining boundaries of the groups as points where the second derivative is zero and the third derivative is less than zero.