公开(公告)号：US11297593B2

公开(公告)日：2022-04-05

申请号：US16352990

申请日：2019-03-14

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Ganesh Valluru Ramakrishnappa ,  Ataur Rehman ,  Manaswini Lakshmikanth Sugatoor

IPC: H04W64/00 ,  H04W48/16 ,  H04B17/17 ,  H04B17/318 ,  H04W24/10 ,  H04W84/12

Abstract: A method for classifying devices may include determining that a device is located at a location for more than a threshold amount of time and identifying that the device is a moving candidate based on a percentage of times a plurality of signal strength values for the device fall inside a baseline interval. The method may also include determining a most frequent pattern set of signal strength values for the device, classifying the device as fixed if the most frequent pattern set of signal strength values for the device includes at least one overlapping interval, and classifying the device as moving if the most frequent pattern set of signal strength values for the device includes at least one non-overlapping interval.

公开(公告)号：US10944663B2

公开(公告)日：2021-03-09

申请号：US16114960

申请日：2018-08-28

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Manaswini Lakshmikanth Sugatoor ,  Ataur Rehman ,  Ganesh Valluru Ramakrishnappa

IPC: H04L12/26 ,  H04L12/24 ,  H04L29/06 ,  H04L29/12

Abstract: Aspects of categorizing MAC address randomization include obtaining probe data for a plurality of time intervals. A likelihood measure of a specified OS type and version belonging to each of a plurality of MAC address randomization categories is determined and the specified OS type and version is categorized based on the likelihood measure.

公开(公告)号：US20190334806A1

公开(公告)日：2019-10-31

申请号：US16114960

申请日：2018-08-28

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Manaswini Lakshmikanth Sugatoor ,  Ataur Rehman ,  Ganesh Valluru Ramakrishnappa

IPC: H04L12/26 ,  H04L29/06 ,  H04L29/12 ,  H04L12/24

Abstract: Aspects of categorizing MAC address randomization include obtaining probe data for a plurality of time intervals. A likelihood measure of a specified OS type and version belonging to each of a plurality of MAC address randomization categories is determined and the specified OS type and version is categorized based on the likelihood measure.

公开(公告)号：US11082804B2

公开(公告)日：2021-08-03

申请号：US16412314

申请日：2019-05-14

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Ataur Rehman ,  Manaswini Lakshmikanth Sugatoor ,  Manas Sharma

IPC: H04W4/029 ,  G01S5/02 ,  H04W64/00 ,  H04W8/00 ,  H04W4/02

Abstract: Example method includes: receiving, by a network device, a plurality of signal strength values associated with a particular timestamp corresponding to a particular client device from a plurality of access points in a wireless network at a site; determining a mobility pattern based on the plurality of signal strength values associated with the particular timestamp corresponding to the particular client device; comparing the mobility pattern associated with the particular timestamp corresponding to the particular client device with mobility patterns associated with other timestamps or corresponding to other client devices to identify a set of frequent mobility patterns; determining whether an unassociated client device exhibits a threshold number of frequent mobility patterns for a threshold amount of time; and determining that the unassociated client device presents in the site in response to the unassociated client device exhibiting the threshold number of the frequent mobility patterns for the threshold amount of time.

公开(公告)号：US20180310185A1

公开(公告)日：2018-10-25

申请号：US16017200

申请日：2018-06-25

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Manaswini Lakshmikanth Sugatoor ,  Ataur Rehman ,  Gopal Agarwal ,  Brijesh Kumar Yadav ,  Manas Sharma ,  Abhishek Mishra

IPC: H04W16/14 ,  H04W16/00 ,  H04W72/04 ,  G06F8/61 ,  H04L29/08 ,  H04W84/12

CPC classification number: H04W72/048 ,  G06F8/61 ,  H04L61/1511 ,  H04L61/2015 ,  H04L67/34 ,  H04W16/00 ,  H04W16/18 ,  H04W24/02 ,  H04W84/12

Abstract: Example implementations relate to network deployment of devices. For example, a non-transitory computer readable medium storing instructions executable by a processing resource can determine a plurality of deployment thresholds of a plurality of devices, wherein the plurality of deployment thresholds are associated with a type of the plurality of devices. The instructions can cause the processing resource to monitor deployment data associated with the plurality of devices to identify a device with a deployment outlier. The device with the deployment outlier is a device with deployment data that is outside a deployment threshold of the device. The instructions can cause the processing resource to adjust the deployment threshold of the device based on the monitoring.

公开(公告)号：US10034263B2

公开(公告)日：2018-07-24

申请号：US15458169

申请日：2017-03-14

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Manas Sharma ,  Gopal Agarwal ,  Manaswini Lakshmikanth Sugatoor

IPC: H04W64/00 ,  H04B17/318 ,  H04W4/02

Abstract: Examples disclosed herein relate to determining a scale associated with received signal strength indicators (RSSIs). In one example, a computing device receives access point (AP) RSSIs. The RSSIs are determined at APs. The APs are associated with coordinate information. In one example, records are maintained for AP reference pairs. Each AP RSSI can be determined at one AP with reference to another AP. In one example, the computing device determines a scale associated with each record.

公开(公告)号：US20180324625A1

公开(公告)日：2018-11-08

申请号：US16033021

申请日：2018-07-11

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Ataur Rehman ,  Manaswini Lakshmikanth Sugatoor ,  Pradeep Iyer ,  Gopal Agarwal

IPC: H04W24/10 ,  H04L12/26

CPC classification number: H04W24/10 ,  H04L43/0876 ,  H04L43/18 ,  H04W84/12

Abstract: In some examples, a non-transitory computer-readable medium may contain instructions executable by a processing resource to collect Wi-Fi data points. The Wi-Fi data points may correspond to a plurality of users of an enterprise for a particular number of days. In some examples, the Wi-Fi data points may indicate a time period during each of the particular number of days when each of the plurality of users was connected to a Wi-Fi network. Instructions may further be executable to determine that a subset of the Wi-Fi data points represent outliers and remove the subset of Wi-Fi data points to create a data set. The data set may comprise non-outlier Wi-Fi data points. Instructions may further be executable to determine a Wi-Fi Adoption Index (WAI) for each of the plurality of users based on the data set.

公开(公告)号：US20180007652A1

公开(公告)日：2018-01-04

申请号：US15458169

申请日：2017-03-14

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Manas Sharma ,  Gopal Agarwal ,  Manaswini Lakshmikanth Sugatoor

IPC: H04W64/00 ,  H04B17/318

CPC classification number: H04W64/00 ,  G01S5/14 ,  G01S11/06 ,  H04B17/27 ,  H04B17/318 ,  H04W4/02

Abstract: Examples disclosed herein relate to determining a scale associated with received signal strength indicators (RSSIs). In one example, a computing device receives access point (AP) RSSIs. The RSSIs are determined at APs. The APs are associated with coordinate information. In one example, records are maintained for AP reference pairs. Each AP RSSI can be determined at one AP with reference to another AP. In one example, the computing device determines a scale associated with each record.

公开(公告)号：US20190268727A1

公开(公告)日：2019-08-29

申请号：US16412314

申请日：2019-05-14

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Ataur Rehman ,  Manaswini Lakshmikanth Sugatoor ,  Manas Sharma

IPC: H04W4/029 ,  G01S5/02 ,  H04W8/00 ,  H04W64/00

Abstract: Example method includes: receiving, by a network device, a plurality of signal strength values associated with a particular timestamp corresponding to a particular client device from a plurality of access points in a wireless network at a site; determining a mobility pattern based on the plurality of signal strength values associated with the particular timestamp corresponding to the particular client device; comparing the mobility pattern associated with the particular timestamp corresponding to the particular client device with mobility patterns associated with other timestamps or corresponding to other client devices to identify a set of frequent mobility patterns; determining whether an unassociated client device exhibits a threshold number of frequent mobility patterns for a threshold amount of time; and determining that the unassociated client device presents in the site in response to the unassociated client device exhibiting the threshold number of the frequent mobility patterns for the threshold amount of time.

公开(公告)号：US10383082B2

公开(公告)日：2019-08-13

申请号：US16035804

申请日：2018-07-16

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Manas Sharma ,  Gopal Agarwal ,  Manaswini Lakshmikanth Sugatoor

IPC: H04W64/00 ,  H04B17/318 ,  G01S5/14 ,  G01S11/06 ,  H04W4/02 ,  H04B17/27

Abstract: Examples disclosed herein relate to determining a scale associated with received signal strength indicators (RSSIs). In one example, a computing device receives access point (AP) RSSIs. The RSSIs are determined at APs. The APs are associated with coordinate information. In one example, records are maintained for AP reference pairs. Each AP RSSI can be determined at one AP with reference to another AP. In one example, the computing device determines a scale associated with each record.