US 2026/0291837 A1 · Determining a Condition of Network Communication Between Servers by Detecting Changes in Sub-User Data

Abstract

Apparatuses, methods, and systems for determining a condition of a network are disclosed. One method includes detecting and receiving sub-user data over a period of time, detecting a value change of the sub-user data, generating a revised representation of the sub-user data when the value change between the sub-user data and a previous determined mean, is detected to be greater than a change threshold, determining sub-user parameters including a mean, and a standard deviation, calculating a value of deviation from expectation based at least on the mean, the standard deviation, and a noise factor, calculating a current cumulative sum value of the sub-user data based on a prior cumulative sum value and the value, comparing the current cumulative sum value with a preselected threshold, generating an informative electronic communication for the user server when the current cumulative sum value satisfies a compared condition with the preselected threshold.

Claims20

Dependent claims

A computer-implemented system for determining a condition of network communication between servers, comprising:

a user server configured to detect sub-user data;
a platform server configured to:
a. receive the sub-user data over a period of time;
b. detect a value change of the sub-user data;
c. generate a revised representation of the sub-user data when the value change between the sub-user data and a previous determined mean, is detected to be greater than a change threshold;
d. determine sub-user parameters including a mean, and a standard deviation of the revised representation sub-user data;
e. calculate a value of deviation from expectation based at least on the mean, the standard deviation, and a noise factor;
f. calculate a current cumulative sum value of the sub-user data based on a prior cumulative sum value and the value of the deviation from expectation;
g. compare the current cumulative sum value with a preselected threshold;
h. generate an informative electronic communication for the user server when the current cumulative sum value satisfies a compared condition with the preselected threshold;
and
i. repeat steps a-h.

9 more elements

A method of detecting changes in sub-user behavior data for determining a state of communication between a user server and a platform server of a network. comprising:

a. detecting, by a user server, sub-user data;
b. receiving, by a platform server, the sub-user data over a period of time;
c. detecting a value change of the sub-user data;
d. generating, by the platform server, a revised representation of the sub-user data when the value change between the sub-user data and a previous determined mean, is detected to be greater than a change threshold;
e. determining, by the platform server, sub-user parameters including a mean, and a standard deviation of the revised representation sub-user data;
f. calculating, by the platform server, a value of deviation from expectation based at least on the mean, the standard deviation, and a noise factor;
g. calculating a current cumulative sum value of the sub-user data based on a prior cumulative sum value and the value of the deviation from expectation;
h. comparing the current cumulative sum value with a preselected threshold;
i. generating an informative electronic communication for the user server when the current cumulative sum value satisfies a compared condition with the preselected threshold;
and
j. repeating steps b-i.

8 more elements

Dependencies are inferred from the claim text.

Determining a Condition of Network Communication Between Servers by Detecting Changes in Sub-User Data

Life of this patent

Determining a Condition of Network Communication Between Servers by Detecting Changes in Sub-User Data

Life of this patent

Abstract

Claims20