IP Library Granted Patent US 7,130,915
Granted Patent B1
US 7,130,915 · App. 10/043,824 · Granted Oct 31, 2006

Fast transaction response time prediction across multiple delay sources

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Quick Facts
Patent No.
US 7,130,915
App. No.
10/043,824
Granted
Oct 31, 2006
Kind
B1
Abstract

This solution uses a statistical characterization of the transaction to predict the total effect on response time of each network component.

Claims (26)

1. A method of predicting the performance of an application in a multi-hop network, the multi-hop network comprising a client and a server and having a path, the method comprising:

determining, for each thread of the application, a set of application factors corresponding to a set of functions performed by the application, the application factors being independent of the network and of a network flow control protocol, the application factors comprising average packet size and average node send time;

determining a set of network delay times corresponding to a series of network delay sources along the multi-hop network path, the network delay sources comprising a queuing delay, a bandwidth delay, a bottleneck delay, and one of a transmission delay, a constant delay, and a node delay;

determining a set of network flow factors corresponding to the network flow control protocol, the network flow factors comprising a number of turns added per direction, the direction relative to the client and the server, wherein said determining a set of network flow factors comprises generating a histogram of node send time and determining the number of turns added per direction based on the histogram;

determining a duration of each thread of the application based on the application factors, the network delay times and the network flow factors; and

determining a total response time based on the durations of the threads.

2. An apparatus for predicting the performance of an application in a multi-hop network, the multi-hop network comprising a client and a server and having a path, the apparatus comprising:

means for determining, for each thread of the application, a set of application factors corresponding to a set of functions performed by the application, the application factors being independent of the network and of a network flow control protocol, the application factors comprising average packet size and average node send time;

means for determining a set of network delay times corresponding to a series of network delay sources along the multi-hop network path, the network delay sources comprising a queuing delay, a bandwidth delay, a bottleneck delay, and one of a transmission delay, a constant delay, and a node delay;

means for determining a set of network flow factors corresponding to the network flow control protocol, the network flow factors comprising a number of turns added per direction, the direction relative to the client and the server, wherein said means for determining a set of network flow factors comprises means for generating a histogram of node send time, and means for determining the number of turns added per direction based on the histogram;

means for determining a duration of each thread of the application based on the application factors, the network delay times and the network flow factors; and

means for determining a total response time based on the durations of the threads.

3. A computer readable medium comprising computer readable instructions which, when executed by a processing system, cause the processing system to perform a method of predicting the performance of an application in a multi-hop network, the multi-hop network comprising a client and a server and having a path, the method comprising:

determining, for each thread of the application, a set of application factors corresponding to a set of functions performed by the application, the application factors being independent of the network and of a network flow control protocol, the application factors comprising average packet size and average node send time;

determining a set of network delay times corresponding to a series of network delay sources along the multi-hop network path, the network delay sources comprising a queuing delay, a bandwidth delay, a bottleneck delay, and one of a transmission delay, a constant delay, and a node delay;

determining a histogram of node send time;

determining a set of network flow factors corresponding to the network flow control protocol, the network flow factors comprising a number of turns added per direction, the direction relative to the client and the server, wherein the number of turns added per direction is based on the histogram;

determining a duration of each thread of the application based on the application factors, the network delay times and the network flow factors; and

determining a total response time based on the durations of the threads.

4. An apparatus for predicting the performance of an application in a multi-hop network, the multi-hop network comprising a client and a server and having a path, the apparatus comprising:

application factor logic for determining, for each thread of the application, a set of application factors corresponding to a set of functions performed by the application, the application factors being independent of the network and of a network flow control protocol, the application factors comprising average packet size and average node send time;

delay time logic for determining a set of network delay times corresponding to a series of network delay sources along the multi-hop network path, the network delay sources comprising a queuing delay, a bandwidth delay, a bottleneck delay, and one of a transmission delay, a constant delay, and a node delay;

histogram logic for generating a histogram of node send time;

flow factor logic for determining a set of network flow factors corresponding to the network flow control protocol, the network flow factors comprising a number of turns added per direction, the direction relative to the client and the server, wherein the number of turns added per direction is based on the histogram;

first duration logic for determining a duration of each thread of the application based on the application factors, the network delay times and the network flow factors; and

second duration logic for determining a total response time based on the durations of the threads.

Assignments (10)
SECURITY INTEREST Recorded Dec 16, 2022
From: DYNATRACE LLC
To: BMO HARRIS BANK N.A.
Reel/Frame 062142/0187 →
RELEASE OF SECURITY INTEREST IN PATENTS AT R/F 046923/0557 Recorded Dec 5, 2022
From: JEFFERIES FINANCE LLC, AS COLLATERAL AGENT
To: DYNATRACE, LLC
Reel/Frame 062056/0562 →
RELEASE OF SECURITY INTEREST IN PATENT COLLATERAL RECORDED AT R/F 46923/0528 Recorded Aug 6, 2019
From: JEFFERIES FINANCE LLC, COLLATERAL AGENT
To: DYNATRACE LLC
Reel/Frame 049966/0518 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Aug 24, 2018
From: DYNATRACE LLC
To: JEFFERIES FINANCE LLC
Reel/Frame 046923/0557 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Aug 24, 2018
From: DYNATRACE LLC
To: JEFFERIES FINANCE LLC
Reel/Frame 046923/0528 →
RELEASE OF FIRST LIEN PATENT SECURITY AGREEMENT RECORDED AT REEL\FRAME 035200\0973 AND 035200\0955 Recorded Aug 23, 2018
From: JEFFERIES FINANCE LLC
To: DYNATRACE LLC; COMPUWARE CORPORATION
Reel/Frame 046922/0886 →
TERMINATION OF SECURITY INTEREST IN PATENTS AT REEL/FRAME NO. 035201/0065 Recorded Feb 14, 2018
From: JEFFERIES FINANCE LLC, AS COLLATERAL AGENT
To: COMPUWARE CORPORATION
Reel/Frame 045325/0384 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 24, 2015
From: COMPUWARE CORPORATION
To: DYNATRACE LLC
Reel/Frame 035489/0630 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Mar 13, 2015
From: COMPUWARE CORPORATION
To: JEFFERIES FINANCE, LLC
Reel/Frame 035200/0973 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Mar 13, 2015
From: COMPUWARE CORPORATION
To: JEFFERIES FINANCE, LLC
Reel/Frame 035201/0065 →