IP Library Granted Patent US 7,248,564
Granted Patent B1
US 7,248,564 · App. 09/854,321 · Granted Jul 24, 2007

Method for determining network congestion and link capacities

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Quick Facts
Patent No.
US 7,248,564
App. No.
09/854,321
Granted
Jul 24, 2007
Kind
B1
Abstract

Packet round trip times (RTT) within a communication network are measured and from those measurements information regarding congestion conditions within the network is extracted. The RTT measurements are organized into an invariant distribution (a histogram) and an analytical tool which is designed to reveal periodicity information (such as a Fourier or wavelet transform, etc.) is applied to the distribution to obtain a period plot. From this period plot, bandwidth information (indicative of the congestion conditions and/or link capacities within the network) can be obtained.

Claims (14)

1. A method, comprising measuring packet round trip times within a communication network, organizing numbers of occurrences of the packet round trip time measurements as an invariant distribution; applying an analytical tool to the invariant distribution to derive a plot exhibiting periodic peaks; and extracting information from the periodic peaks to evaluate regarding congestion conditions within the network, wherein the extracting the information to evaluate regarding the congestion conditions includes determining a bandwidth of one or more communication links from the periodic peaks.

2. The method of claim 1 wherein the analytical tool is selected from the list comprising a Fourier transform and a wavelet transform.

3. The method of claim 1 wherein extraction of information regarding congestion conditions comprises determining period information from the periodic peaks.

4. The method of claim 1 further comprising using the bandwidth information to set a control bandwidth output of a network node.

5. The method of claim 4 wherein the control bandwidth output is set by adjusting inter-packet transmission times at the network node.

6. The method of claim 5 further comprising adjusting the control bandwidth output in response to changing network congestion conditions.

7. A method, comprising controlling inter-packet transmission times at a node of a communication network according to congestion conditions within the network, the congestion conditions being determining by measurement of packet round trip times within the network; organizing numbers of occurrences of the packet round trip time measurements as an invariant distribution; applying an analytical tool to the invariant distribution to derive a plot exhibiting periodic peaks, and extracting a bandwidth information to evaluate one or more congested links within the network from the periodic peaks.

8. The method of claim 7 further comprising identifying bandwidth bottlenecks from the bandwidth information.

9. The method of claim 8 wherein the inter-packet transmission times are controlled so as to provide a packet bandwidth approximately equal to a bandwidth of at least one of the bandwidth bottlenecks.

10. The method of claim 7 wherein the analytical tool is selected from the list comprising a Fourier transform and a wavelet transform.

11. A method comprising estimating congestion conditions in a communication network from bandwidth bottleneck information obtained through a plot exhibiting periodic peaks, the plot derived from an invariant distribution of numbers of occurrences of measurements of packet round trip times within the network applied with an analytical tool, wherein the bandwidth bottleneck information to evaluate regarding the congestion conditions includes determining a bandwidth of one or more communication links from the periodic peaks.

12. The method of claim 11 further comprising controlling packet transmissions from a node of the network according to the bandwidth bottleneck information.

13. The method of claim 11 wherein the analytical tool is selected from the list comprising a Fourier transform and a wavelet transform.

14. The method of claim 11 further comprising controlling inter-packet transmission times at a node of the network according to the bandwidth bottleneck information.

Assignments (18)
RELEASE OF SECURITY INTEREST Recorded Aug 11, 2023
From: ALTER DOMUS (US) LLC, AS COLLATERAL AGENT
To: RIVERBED TECHNOLOGY, INC.; ATERNITY LLC; RIVERBED HOLDINGS, INC.
Reel/Frame 064673/0739 →
CHANGE OF NAME Recorded Feb 18, 2022
From: RIVERBED TECHNOLOGY, INC.
To: RIVERBED TECHNOLOGY LLC
Reel/Frame 059232/0551 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Dec 27, 2021
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS U.S. COLLATERAL AGENT
To: RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
Reel/Frame 058593/0169 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Dec 27, 2021
From: MORGAN STANLEY SENIOR FUNDING, INC., AS COLLATERAL AGENT
To: RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
Reel/Frame 058593/0046 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS Recorded Dec 27, 2021
From: ALTER DOMUS (US) LLC, AS COLLATERAL AGENT
To: RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
Reel/Frame 058593/0108 →
SECURITY INTEREST Recorded Dec 10, 2021
From: RIVERBED TECHNOLOGY LLC (FORMERLY RIVERBED TECHNOLOGY, INC.); ATERNITY LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS U.S. COLLATERAL AGENT
Reel/Frame 058486/0216 →
PATENT SECURITY AGREEMENT Recorded Oct 27, 2021
From: RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
To: WILMINGTON TRUST, NATIONAL ASSOCIATION
Reel/Frame 057943/0386 →
PATENT SECURITY AGREEMENT SUPPLEMENT - FIRST LIEN Recorded Oct 14, 2021
From: RIVERBED HOLDINGS, INC.; RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
To: MORGAN STANLEY SENIOR FUNDING, INC., AS COLLATERAL AGENT
Reel/Frame 057810/0502 →
PATENT SECURITY AGREEMENT SUPPLEMENT - SECOND LIEN Recorded Oct 14, 2021
From: RIVERBED HOLDINGS, INC.; RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
To: ALTER DOMUS (US) LLC, AS COLLATERAL AGENT
Reel/Frame 057810/0559 →
RELEASE OF SECURITY INTEREST IN PATENTS RECORED AT REEL 056397, FRAME 0750 Recorded Oct 13, 2021
From: MACQUARIE CAPITAL FUNDING LLC
To: RIVERBED HOLDINGS, INC.; RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
Reel/Frame 057983/0356 →
SECURITY INTEREST Recorded May 26, 2021
From: RIVERBED HOLDINGS, INC.; RIVERBED TECHNOLOGY, INC.; ATERNITY LLC
To: MACQUARIE CAPITAL FUNDING LLC
Reel/Frame 056397/0750 →
PATENT SECURITY AGREEMENT Recorded Mar 5, 2021
From: RIVERBED TECHNOLOGY, INC.
To: ALTER DOMUS (US) LLC, AS COLLATERAL AGENT
Reel/Frame 055514/0249 →
CORRECTIVE ASSIGNMENT TO CORRECT THE CONVEYING PARTY NAME PREVIOUSLY RECORDED ON REEL 035521 FRAME 0069. ASSIGNOR(S) HEREBY CONFIRMS THE RELEASE OF SECURITY INTEREST IN PATENTS. Recorded Jun 2, 2015
From: JPMORGAN CHASE BANK, N.A.
To: RIVERBED TECHNOLOGY, INC.
Reel/Frame 035807/0680 →
SECURITY INTEREST Recorded May 1, 2015
From: RIVERBED TECHNOLOGY, INC.
To: MORGAN STANLEY SENIOR FUNDING, INC., AS COLLATERAL AGENT
Reel/Frame 035561/0363 →
RELEASE OF SECURITY INTEREST IN PATENTS Recorded Apr 28, 2015
From: BARCLAYS BANK PLC
To: RIVERBED TECHNOLOGY, INC.
Reel/Frame 035521/0069 →
PATENT SECURITY AGREEMENT Recorded Dec 27, 2013
From: RIVERBED TECHNOLOGY, INC.
To: JPMORGAN CHASE BANK, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 032421/0162 →
RELEASE OF PATENT SECURITY INTEREST Recorded Dec 26, 2013
From: MORGAN STANLEY & CO. LLC, AS COLLATERAL AGENT
To: RIVERBED TECHNOLOGY, INC.
Reel/Frame 032113/0425 →
SECURITY AGREEMENT Recorded Dec 20, 2012
From: RIVERBED TECHNOLOGY, INC.; OPNET TECHNOLOGIES, INC.
To: MORGAN STANLEY & CO. LLC
Reel/Frame 029646/0060 →