Measuring network traffic based on predicted amount of padding

Information

  • Patent Grant
  • 8521870
  • Patent Number
    8,521,870
  • Date Filed
    Monday, October 18, 2010
    14 years ago
  • Date Issued
    Tuesday, August 27, 2013
    11 years ago
Abstract
A system measures traffic in a device. The system tracks an amount of data and the data units and predicts the amount of padding associated with the data units. The system determines the amount of traffic in the device based on the predicted padding, the amount of data, and the number of data units.
Description
BACKGROUND OF THE INVENTION

1. Field of the Invention


The present invention relates generally to data routing, and more particularly, to measuring traffic in a communications network.


2. Description of Related Art


Service providers desire the ability to measure network traffic transmitted through network routers, including layer 2 (L2) headers, framing information, and padding information, on a per-customer basis. In many routers, a layer 3 (L3) forwarding subsystem performs the per-customer accounting functions. In these routers, however, a receive line card typically strips incoming packets of the L2 overhead before the packets are transmitted to the L3 forwarding subsystem. Therefore, the L3 forwarding subsystem is not able to consider the L2 overhead when performing the per-customer accounting.


Similarly, when a packet is to be transmitted from a router, the L3 forwarding subsystem generally performs the per-customer accounting. The L3 forwarding subsystem then passes the packet to the line card where the L2 overhead information is added. In such a system, the L3 forwarding subsystem does not consider the L2 overhead information when performing per-customer accounting.


It is, therefore, desirable to improve per-customer accounting in a network device.


SUMMARY OF THE INVENTION

Systems and methods consistent with the principles of the invention address this and other needs by accounting for L2 overhead when performing per-customer accounting.


One aspect consistent with principles of the invention is directed to a method that measures traffic in a device. The method includes tracking the amount of data and the number of data units and predicting the amount of padding associated with the data units. The method also includes determining the amount of traffic in the device based on the predicted padding, the amount of data, and the number of data units.


A second aspect consistent with principles of the invention is directed to a network device that includes a first processing unit and a second processing unit. The first processing unit processes data to form data units, predicts an amount of padding to be added to the data units, and calculates an amount of traffic in the network device based on the predicted amount of padding. The second processing unit adds the predicted amount of padding to the data units.


A third aspect consistent with principles of the invention is directed to a method for predicting padding in a network device. The method includes detecting a size of a data unit, receiving a minimum size parameter, and predicting an amount of padding associated with the data unit based on the size of the data unit and the minimum size parameter.


A fourth aspect consistent with principles of the invention is directed to a system that includes a first memory that stores a minimum size parameter, a second memory, having a group of entries, where each entry stores a pad count, and at least one computation unit. The computation unit connects to the first memory and the second memory and is configured to receive a data unit size value, predict an amount of padding associated with the data unit based on the data unit size value and the minimum size parameter, and store the amount of padding in one of the entries of the second memory.


A fifth aspect of the invention is directed to system that includes a first memory that stores at least one minimum size parameter, a second memory, having at least one entry that stores a pad count, and a group of computation units. The computation units connect to the first memory and the second memory and are associated with at least two different communication protocols. Each computation unit receives a data unit size value, and predicts an amount of padding associated with the data unit based on the data unit size value and the one minimum size parameter.





BRIEF DESCRIPTION OF THE DRAWINGS

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate an embodiment of the invention and, together with the description, explain the invention. In the drawings,



FIG. 1 is a diagram of an exemplary network device in which systems and methods consistent with the principles of the invention may be implemented;



FIG. 2 is an exemplary diagram of a packet forwarding engine according to an implementation consistent with the principles of the invention;



FIG. 3 is an exemplary illustration of a packet processor according to an implementation consistent with principles of the invention;



FIG. 4 is an exemplary illustration of a traffic measuring unit according to an implementation consistent with the principles of the invention;



FIG. 5 is an exemplary illustration of a computation unit in an implementation consistent with the principles of the invention;



FIG. 6 is an exemplary diagram of the traffic measuring unit in an alternative implementation consistent with the principles of the invention;



FIG. 7 is a flowchart of an exemplary process for measuring traffic in an implementation consistent with principles of the invention; and



FIG. 8 is an exemplary alternative configuration of the computation unit according to an implementation consistent with principles of the invention.





DETAILED DESCRIPTION

The following detailed description of the invention refers to the accompanying drawings. The same reference numbers in different drawings may identify the same or similar elements. Also, the following detailed description does not limit the invention. Instead, the scope of the invention is defined by the appended claims and equivalents.


As described herein, a system improves per-customer accounting in a network device. In one implementation consistent with principles of the invention, an L3 forwarding subsystem predicts the L2 overhead that will be added to packets prior to transmission and the L3 overhead stripped from packets upon receipt. The L3 forwarding subsystem may then account for this overhead when performing per-customer accounting.


System Configuration


FIG. 1 is a diagram of an exemplary network device in which systems and methods consistent with the principles of the invention may be implemented. In this particular implementation, the network device takes the form of a router 100. Router 100 may receive one or more packet streams from a physical link, process the stream(s) to determine destination information, and transmit the stream(s) on one or more links in accordance with the destination information.


Router 100 may include a routing engine (RE) 110 and multiple packet forwarding engines (PFEs) 120 interconnected via a switch fabric 130. Switch fabric 130 may include one or more switching planes to facilitate communication between two or more of PFEs 120. In an implementation consistent with the principles of the invention, each of the switching planes includes a three-stage switch of crossbar elements.


RE 110 performs high level management functions for router 100. For example, RE 110 communicates with other networks and systems connected to router 100 to exchange information regarding network topology. RE 110 creates routing tables based on network topology information, creates forwarding tables based on the routing tables, and sends the forwarding tables to PFEs 120. PFEs 120 use the forwarding tables to perform route lookups for incoming packets. RE 110 also performs other general control and monitoring functions for router 100.


Each of PFEs 120 connects to RE 110 and switch fabric 130. PFEs 120 receive packets on physical links connected to a network, such as a wide area network (WAN). Each physical link could be one of many types of transport media, such as optical fiber or Ethernet cable. The packets on the physical link are formatted according to one of several protocols, such as the synchronous optical network (SONET) standard or Ethernet.



FIG. 2 is an exemplary diagram of a PFE 120 according to an implementation consistent with the principles of the invention. PFE 120 may include two packet processors 210 and 220 connected to a memory 230 and RE 110. Packet processor 210 connects to the WAN physical links. Packet processor 210 may process packets received from the WAN links and prepare packets for transmission on the WAN links. For example, packet processor 210 may perform route lookups based on packet header information to determine destination information for the packets and add layer 3 (L3) and layer 2 (L2) headers to the packets. For packets received from the WAN, packet processor 210 may strip the L2 and L3 headers from the packets and store the resulting packet data in memory 230. For packets to be transmitted on the WAN, packet processor 210 may read data from memory 230.


Packet processor 220 connects to switch fabric 130. Packet processor 220 may process packets received from switch fabric 130 and prepare packets for transmission to switch fabric 130. For packets received from switch fabric 130, packet processor 220 may store data in memory 230. For packets to be transmitted to switch fabric 130, packet processor 220 may read data from memory 230.



FIG. 3 is an exemplary illustration of packet processor 210 according to an implementation consistent with principles of the invention. While described primarily in an Ethernet environment, it will be appreciated that the traffic measuring techniques described herein are equally applicable to other communication environments, such as an asynchronous transfer mode (ATM) environment. Moreover, while the following description focuses on measuring traffic transmitted to the WAN, it will be appreciated that the techniques described herein may also be applied to measuring traffic received from the WAN.


As illustrated, packet processor 210 may include an L3 processor 310 and an L2 processor 320. Packet processor 210 may include additional devices (not shown) that aid packet processor 210 in receiving, transmitting, or processing data.


L3 processor 310 reads data from memory 230 and forms one or more packets therefrom. L3 processor 310 may create an L3 packet header from the information read from memory 230 and add the L3 header to the packets.


L2 processor 320 receives packets from L3 processor 310 and adds L2 headers and padding, if necessary, to the packets. L2 processor 320 may create the L2 packet header from the information read from memory 230. L2 processor 320 may add padding to the packet to bring the length of the packet up to a minimum value required by the particular communication protocol being implemented by router 100. For example, the Ethernet protocol may require that each packet be a minimum of 64 bytes. L2 processor 320 may pad a packet to ensure that the packet satisfies this minimum requirement.


L3 processor 310 may include a traffic measuring unit 315 that measures the amount of traffic transmitted to and received from the WAN. To properly measure the traffic being transmitted to the WAN, traffic measuring unit 315 predicts the size of the L2 header and the amount of padding to be added by L2 processor 320. To measure the traffic received from the WAN, traffic measuring unit 315 estimates what the size of the L2 header was and the amount of padding stripped from the packets by L2 processor 320.



FIG. 4 is an exemplary illustration of traffic measuring unit 315 according to an implementation consistent with the principles of the invention. As illustrated, traffic measuring unit 315 includes a global register 410, a computation unit 420, a pad counter array 430, a byte counter array 440, a packet counter array 450, and a traffic processor 460.


Global register 410 stores a parameter representing the minimum size of L3 packets. This parameter may be determined based on the minimum size of L2 packets and the known size of the L2 header. For example, if the minimum size of the L2 packets is 64 bytes and the L2 header is 12 bytes, then the L3 minimum size parameter would be set to 52 bytes.


Computation unit 420 receives information regarding the size of a packet (e.g., in bytes) and the minimum L3 size parameter from global register 410 and determines the adjusted pad amount to be added to the packet based thereon. Computation unit 420 may receive the packet size value from another device, such as a counter, in router 100 or may determine the packet size itself using well-known techniques.



FIG. 5 is an exemplary illustration of computation unit 420 in an implementation consistent with the principles of the invention. As illustrated, computation unit 420 includes an adder 510 and a multiplexer 520.


Adder 510 adds the minimum L3 size parameter to the inverse of the packet size to produce a value representing the raw pad amount. The raw pad amount is the amount of padding (e.g., in bytes) that will be added to the packet by L2 processor 320 to bring the packet to the minimum size required by the particular protocol used by router 100. Adder 510 provides the raw pad amount to multiplexer 520. Adder 510 also provides a select signal to multiplexer 520 that represents whether the addition of the minimum L3 size parameter and the inverted packet size results in a negative or positive value.


Multiplexer 520 outputs the raw pad amount when the addition of the minimum L3 size parameter and the inverted packet size results in a positive value and outputs a “0” when a negative value results.


Returning to FIG. 4, pad counter array 430 includes a group of counters that tracks the amount of padding associated with packets that have been transmitted or received. The number of counters may vary. For example, the number of counters in pad counter array 430 may correspond to the number of streams by which router 100 receives and transmits packets. Alternatively, the number of counters in pad array 430 may correspond to different levels of priority that router 100 handles or to different customers associated with a service provider.


Pad counter array 430 receives a trigger that indicates when an end of a packet has been detected, control information, and the pad amount from computation unit 420. The control information may include an address or index value that identifies a counter in the counter array that corresponds to the particular stream by which the packet is to be transmitted by router 100. In response to receiving the trigger, pad counter array 430 fetches the counter value in the counter identified by the control information, adds the pad amount, and writes back the result to the counter.


Byte counter array 440 includes a group of counters that tracks the number of bytes to be transmitted or that have been received. Each counter in array 440 may correspond to a counter in pad counter array 430. Byte counter array 440 receives the trigger, the control information, and the packet size. In response to receiving the trigger, byte counter array 440 fetches the counter value in the counter identified by the control information, adds the packet size, and writes back the result to the counter.


Packet counter array 450 includes a group of counters that tracks the number of packets transmitted or received by router 100. Each counter in array 450 may correspond to a counter in pad counter array 430. Packet counter array 450 receives the trigger and the control information. In response to receiving the trigger, packet counter array 450 fetches the counter value in the counter identified by the control information, adds one to the counter value, and writes back the result to the counter.


Traffic processor 460 receives counter values from pad counter array 430, byte counter array 440, and packet counter array 450 and determines the total amount of traffic based thereon. Traffic processor 460 may determine the total amount of traffic for a particular set of counters as follows:

Total Traffic=(fixed L2 header size×packet counter)+byte counter+pad counter.


Once traffic processor 460 has determined the amount of traffic (i.e., the total L2 bytes) for a particular set of counters, traffic processor 460 may reset that particular set of counters. Traffic processor 460 may determine the amount of traffic automatically (e.g., at predetermined periods of time) or in response to an input by a user. The traffic amounts may be stored for later analysis and/or customer billing.


It will be appreciated that, as an alternative to the above, pad counter array 430 could be incorporated into byte counter array 440. In such an implementation, each counter in the byte/pad counter array would track both the number of bytes and the pad amount.



FIG. 6 is an exemplary diagram of traffic measuring unit 600 in an alternative implementation consistent with the principles of the invention. As illustrated, global register 410 of FIG. 4 has been replaced with a L3 minimum size array 610.


L3 minimum size array 610 may include a group of entries corresponding, for example, to the different packet streams by which router 100 transmits and receives packets. The minimum size of L3 packets may vary from stream to stream. For example, assume that the minimum L2 packet size is 64 bytes. If the Ethernet L2 header is 12 bytes for packets transmitted in a first stream, then the minimum L3 packet size for that stream would be 52 bytes. Assume that VLAN data is included in the L2 header for packets transmitted via a second stream and that this VLAN data is 4 bytes. The minimum L3 packet size for packets transmitted in this second stream would then be 48 bytes.


L3 minimum size array 610 receives the control information and transmits the L3 minimum size parameter from the appropriate entry to computation unit 420. Computation unit 420 may then determine the padding for a particular packet based on the received L3 minimum size parameter.


Exemplary Processing


FIG. 7 is a flowchart of an exemplary process for measuring traffic in an implementation consistent with principles of the invention. Processing may begin with packet processor 210 reading data from memory 230 [act 710]. L3 processor 310 may process the data in a well-known manner. For example, L3 processor 310 may extract certain information and packet data from the read data, and create one or more packets based on the extracted information. L3 processor 310 may also create the L3 header information based on the extracted information. L3 processor 310 may load the packet data portion of the packets with the packet data from the read data.


Traffic measuring unit 315 may monitor and measure traffic as packets are transmitted from or received by router 100. To do so, traffic measuring unit 315 may predict the amount of padding that will be added to or stripped from the packets by L2 processor 320 [act 720]. As described above, L2 processor 320 may add padding to packets in order to bring the size of the packet up to a minimum size required by the particular protocol implemented by router 100. L2 processor 320 may also strip the L2 overhead from packets received from the network.


To predict the amount of padding added to or stripped from packets, traffic measuring unit 315 may subtract the packet size from a minimum L3 size parameter. The L3 size minimum parameter may be determined based on the size of the L2 header. For example, if the L2 header is 12 bytes and the minimum packet size is 64 bytes, then the L3 minimum size parameter would be 52 bytes. In those situations where the L2 header includes additional control information, such as a VLAN tag, the L3 minimum size parameter may be varied to take this control information into account. For example, if a 4-byte VLAN tag is to be or was included, the L3 minimum size parameter would be 48 bytes.


The difference between the L3 minimum size parameter and the packet size represents the amount of padding that will be added to the packet prior to transmission or the amount of padding that was stripped from the packet when it was received. In those situations where the L3 minimum size parameter is equal to or less than the packet size, traffic measuring unit 315 determines that no padding will be added.


The amount of padding needed in an ATM environment may be predicted in a similar manner. In an ATM environment, packets may be broken up into cells of 48 bytes each. If a packet's size is 100 bytes, then the packet may be broken down into three cells, two cells having 48 bytes of data and the third cell having 4 bytes. To bring the third cell up to the minimum 48 byte size requirement, 44 bytes of padding may be added. Traffic measuring unit 315 may predict the padding in an ATM environment as follows:


Amount of Padding=cell size−[(L3 packet size+AAL5 header size)mod cell size], where AAL5 represents the ATM Adaptation Layer 5 header and “mod” refers to the modulo operation. In the event that the sum of the packet size and AAL5 header size is equal to the cell size, traffic measuring unit 315 may determine that no padding will be added. It is possible to avoid the above computation and store the accumulation of

(L3 packet size+AAL5 header size)mod cell size=last cell penetration.

The total padding count can then be determined by:

((cell size−1)×packet count)−Σ last cell penetration.


Traffic measuring unit 315 may store the predicted amount of padding in memory. In one embodiment, traffic measuring unit 315 tracks the amount of padding to be added to packets (or cells) based on, for example, the priority of the packets or the particular stream by which the packets will be transmitted. Traffic measuring unit 315 may also track the number of bytes and the number of packets to be transmitted from router 100. Traffic measuring unit 315 determines the amount of traffic, including L2 headers, framing, and padding, being transmitted over any period of time as follows:

Total Traffic=(fixed L2 header size×packet counter)+byte counter+pad counter.


Once traffic measuring unit 315 has determined the amount of traffic for any period of time, traffic measuring unit 315 may clear the corresponding entries in memory. Traffic measuring unit 315 may determine the amount of traffic automatically (e.g., at predetermined periods of time) or in response to an input by a user. The traffic amounts may be stored for later analysis and/or customer billing.


Additional Implementation


FIG. 8 is an exemplary alternative configuration of the computation unit according to an implementation consistent with principles of the invention. As illustrated, computation unit 800 includes a number of computation units 810-830 and a multiplexer 840.


Computation units 810-830 may predict the amount of padding associated with packets based on the communication protocol by which the packets will be processed. Computation unit 810, for example, predicts padding for cells transmitted/received in an ATM environment and computation 820 predicts padding for packets transmitted/received in an Ethernet environment. Computation unit 800 may include other computation units 830 dedicated to predicting padding for other communication protocols. Other computation units 830 may also include other ATM or Ethernet computation units that allow for parallel processing or redundant operations.


Multiplexer 840 receives the padding amounts from computation units 810-830 and outputs one of the padding amounts based on a computation unit selection signal. The computation unit selection signal may be received from another device in router 100 based on an identification of the type of protocol by which data is to be processed.


Conclusion

The foregoing description of preferred embodiments of the present invention provides illustration and description, but is not intended to be exhaustive or to limit the invention to the precise form disclosed. Modifications and variations are possible in light of the above teachings or may be acquired from practice of the invention. For example, although embodiments consistent with the principles of the invention count bytes, any unit of length to determine an amount of data could also be used, such as a number of bits or words comprising multiple bytes. Also, while a series of acts has been described in FIG. 7, the order of the acts may vary in other implementations consistent with the present invention. Also, non-dependent acts may be performed in parallel.


No element, act, or instruction used in the description of the present application should be construed as critical or essential to the invention unless explicitly described as such. Also, as used herein, the article “a” is intended to include one or more items. Where only one item is intended, the term “one” or similar language is used.


The scope of the invention is defined by the claims and their equivalents.

Claims
  • 1. A method comprising: determining, by a network device, a size of a data unit;determining, by the network device, a minimum size parameter;predicting, by the network device, an amount of padding associated with the data unit based on the size of the data unit and the minimum size parameter;determining, by the network device, an amount of traffic associated with the network device based on the predicted amount of padding; andstoring or providing, by the network device, information based on the amount of traffic.
  • 2. The method of claim 1, where the data unit includes a packet, andwhere the minimum size parameter includes a minimum layer 3 (L3) size parameter.
  • 3. The method of claim 1, where predicting the amount of padding comprises: predicting the amount of padding by subtracting the size of the data unit from the minimum size parameter.
  • 4. The method of claim 1, where predicting the amount of padding comprises: predicting the amount of padding based on the minimum size parameter, the size of the data unit, and information associated with a header size.
  • 5. The method of claim 1, where predicting the amount of padding comprises: calculating a raw pad amount based on the size of the data unit and the minimum size parameter, andpredicting the amount of padding based on the raw pad amount.
  • 6. The method of claim 5, where calculating the raw pad amount comprises: calculating the raw pad amount by adding the minimum size parameter to an inverse of the size of the data unit, andwhere predicting the amount of padding comprises: determining, when the raw pad amount is a positive value, the predicted amount of padding to be the raw pad amount, anddetermining, when the raw pad amount is a negative value, the predicted amount of padding to be zero.
  • 7. The method of claim 6, where predicting the amount of padding further comprises: receiving a signal representing whether the raw pad amount is the positive value or the negative value.
  • 8. A system comprising: one or more processors to: determine a size of a data unit,determine a minimum size parameter,predict an amount of padding associated with the data unit based on the size of the data unit and the minimum size parameter,determine an amount of traffic associated with the system based on the predicted amount of padding, andstore information regarding the amount of traffic.
  • 9. The system of claim 8, where the minimum size parameter includes a layer 3 (L3) minimum size parameter.
  • 10. The system of claim 8, further comprising: a memory to store a plurality of entries, a particular entry, of the plurality of entries, including information identifying the minimum size parameter for a particular packet stream.
  • 11. The system of claim 8, where, when determining the amount of traffic, the one or more processors are to: determine the amount of traffic based on the predicted amount of padding and an amount of received or transmitted packets that include the data unit.
  • 12. The system of claim 8, where, when determining the amount of traffic, the one or more processors are to: determine a data unit count, anddetermine the amount of traffic in the system based on predicted amount of padding and the data unit count.
  • 13. The system of claim 8, where, when determining the amount of padding, the one or more processors are to: calculate a raw pad amount based on the size of the data unit and the minimum size parameter, andpredict the amount of padding associated with the data unit based on the raw pad amount.
  • 14. The system of claim 13, where the minimum size parameter includes a minimum layer 3 (L3) size parameter,where, when calculating the raw pad amount, the one or more processors are to: add the minimum L3 size parameter to an inverse of the size of the data unit size to calculate the raw pad amount, andwhere, when predicting the amount of padding, the one or more processors are to: determine, when the raw pad amount comprises a positive value, the predicted amount of padding to be the raw pad amount, anddetermine, when the raw pad amount comprises a negative value, the predicted amount of padding to be zero.
  • 15. A system comprising: a memory to: store at least one minimum size parameter; anda plurality of computation units to: receive information identifying a size of a data unit,predict an amount of padding associated with the data unit based on the size of the data unit and the at least one minimum size parameter,determine an amount of traffic associated with the system based on the predicted amount of padding, andstore or provide information based on the amount of traffic.
  • 16. The system of claim 15, where each of the plurality of communication units is associated with at least two communication protocols that include an Ethernet protocol.
  • 17. The system of claim 16, where the at least two communication protocols further include a protocol associated with a synchronous optical network (SONET) standard.
  • 18. The system of claim 16, where, when predicting the amount of padding, a particular computation unit, of the plurality of computation units, is to: determine a particular communication protocol, of the at least two communication protocols, that is associated with the particular computation unit,determine a particular minimum size parameter, of the at least one minimum size parameter, that is associated with the particular communication protocol, andpredict the amount of padding associated with the data unit based on the size of the data unit and the particular minimum size parameter associated with the particular communication protocol.
  • 19. The system of claim 15, where, when predicting the amount of padding, at least one of the plurality of computation units is to: predict the amount of padding based on the at least one minimum size parameter, the size of the data unit, and information associated with a header size.
  • 20. The system of claim 15, where the data unit includes: a packet,where the at least one minimum size parameter includes: a minimum layer 3(L3) size parameter, andwhere, when predicting the amount of padding, the plurality of computation units are to: predict the amount of padding by subtracting the size of the data unit from the minimum L3 size parameter.
RELATED APPLICATIONS

This application is a divisional of U.S. application Ser. No. 10/193,194, filed Jul. 12, 2002, which claims priority under 35 U.S.C. §119 based on U.S. Provisional Application No. 60/350,984, filed Jan. 25, 2002, the disclosures of which are incorporated herein by reference.

US Referenced Citations (54)
Number Name Date Kind
5384770 Mays et al. Jan 1995 A
5430842 Thompson et al. Jul 1995 A
5842224 Fenner Nov 1998 A
5850526 Chou Dec 1998 A
5928325 Shaughnessy et al. Jul 1999 A
5991308 Fuhrmann et al. Nov 1999 A
6021117 Juniper et al. Feb 2000 A
6076115 Sambamurthy et al. Jun 2000 A
6085248 Sambamurthy et al. Jul 2000 A
6101547 Mukherjee et al. Aug 2000 A
6112009 Kikuchi et al. Aug 2000 A
6122279 Milway et al. Sep 2000 A
6134383 Kikuchi et al. Oct 2000 A
6157635 Wang et al. Dec 2000 A
6233279 Boon May 2001 B1
6263371 Geagan et al. Jul 2001 B1
6407680 Lai et al. Jun 2002 B1
6453360 Muller et al. Sep 2002 B1
6484212 Markowitz et al. Nov 2002 B1
6512773 Scott Jan 2003 B1
6516350 Lumelsky et al. Feb 2003 B1
6665706 Kenner et al. Dec 2003 B2
6775284 Calvignac et al. Aug 2004 B1
6865150 Perkins et al. Mar 2005 B1
6918034 Sengodan et al. Jul 2005 B1
6941378 Apostolopoulos et al. Sep 2005 B2
6954785 Martin et al. Oct 2005 B1
6970478 Nishihara Nov 2005 B1
6981029 Menditto et al. Dec 2005 B1
7200402 Apostolopoulos et al. Apr 2007 B2
7272122 Trossen et al. Sep 2007 B2
7286566 Parruck et al. Oct 2007 B1
7292590 Chen et al. Nov 2007 B1
7298691 Yonge et al. Nov 2007 B1
7327760 Parruck et al. Feb 2008 B1
7342942 Parruck et al. Mar 2008 B1
7369574 Parruck et al. May 2008 B1
7469297 Kostoff et al. Dec 2008 B1
7523215 Robinson et al. Apr 2009 B1
7844697 Greene Nov 2010 B1
20010033575 Shimamura et al. Oct 2001 A1
20020003811 Herrmann Jan 2002 A1
20020013852 Janik Jan 2002 A1
20020021669 Kunito et al. Feb 2002 A1
20020082015 Wu Jun 2002 A1
20020090206 Kikuchi et al. Jul 2002 A1
20020152305 Jackson et al. Oct 2002 A1
20030009577 Apostolopoulos et al. Jan 2003 A1
20030046396 Richter et al. Mar 2003 A1
20030076832 Ni Apr 2003 A1
20030105806 Gayle et al. Jun 2003 A1
20030143985 Yokoyama Jul 2003 A1
20040139157 Neely et al. Jul 2004 A1
20040213291 Beshai et al. Oct 2004 A1
Non-Patent Literature Citations (1)
Entry
Co-pending U.S. Appl. No. 10/193,194, filed Jul. 12, 2002 entitled “Measuring Network Traffic Based on Predicted Amount of Padding (as amended)” by Spencer Greene, 33 pages.
Related Publications (1)
Number Date Country
20110032841 A1 Feb 2011 US
Provisional Applications (1)
Number Date Country
60350984 Jan 2002 US
Divisions (1)
Number Date Country
Parent 10193194 Jul 2002 US
Child 12906446 US