公开(公告)号：US20190080001A1

公开(公告)日：2019-03-14

申请号：US15699236

申请日：2017-09-08

Applicant: Intel Corporation

Inventor： Piotr Tylenda

IPC: G06F17/30

Abstract: An embodiment of a semiconductor package apparatus may include a substrate, and logic coupled to the substrate, wherein the logic is at least partly implemented in one or more of configurable logic and fixed-functionality hardware logic, the logic coupled to the substrate to determine an angular distance between a data object and a group of data objects, and assign the data object to the group of data objects based on the determined angular distance. In some embodiments, the logic may also be to determine one or more of an upper bound and a lower bound for the group of data objects based on triangle inequality. Other embodiments are disclosed and claimed.

公开(公告)号：US20190065577A1

公开(公告)日：2019-02-28

申请号：US15691807

申请日：2017-08-31

Applicant: Intel Corporation

Inventor： Piotr Tylenda

IPC: G06F17/30

Abstract: Systems, methods and apparatuses may include technology to group data objects of a dataset into first and second groups respectively based on a first and second number of clusters for a search of the dataset, evaluate the first and second groups to determine respective first and second cluster validation indexes, and adjust one or more of the first and second number of clusters based on the first and second cluster validation indexes.

公开(公告)号：US11061885B2

公开(公告)日：2021-07-13

申请号：US16009528

申请日：2018-06-15

Applicant: Intel Corporation

Inventor： Agnieszka Potulska ,  Piotr Tylenda ,  Subhankar Panda

IPC: G06F17/00 ,  G06F16/23 ,  G06N20/00 ,  G06F16/22 ,  G06N5/00 ,  G06F16/2455

Abstract: An embodiment of a semiconductor package apparatus may include technology to create a range search tree based on a data stream, cluster data from the data stream based on the range search tree and application of a modified density based spatial cluster of applications with noise scheme, and detect an anomaly in the data stream based on the clustered data. Other embodiments are disclosed and claimed.

公开(公告)号：US11055318B2

公开(公告)日：2021-07-06

申请号：US15691807

申请日：2017-08-31

Applicant: Intel Corporation

Inventor： Piotr Tylenda

IPC: G06F16/00 ,  G06F16/28 ,  G06F16/22 ,  G06F16/23 ,  G06F16/35

Abstract: Systems, methods and apparatuses may include technology to group data objects of a dataset into first and second groups respectively based on a first and second number of clusters for a search of the dataset, evaluate the first and second groups to determine respective first and second cluster validation indexes, and adjust one or more of the first and second number of clusters based on the first and second cluster validation indexes.

公开(公告)号：US11030231B2

公开(公告)日：2021-06-08

申请号：US15699236

申请日：2017-09-08

Applicant: Intel Corporation

Inventor： Piotr Tylenda

IPC: G06F16/30 ,  G06F16/35 ,  G06F16/93

Abstract: An embodiment of a semiconductor package apparatus may include a substrate, and logic coupled to the substrate, wherein the logic is at least partly implemented in one or more of configurable logic and fixed-functionality hardware logic, the logic coupled to the substrate to determine an angular distance between a data object and a group of data objects, and assign the data object to the group of data objects based on the determined angular distance. In some embodiments, the logic may also be to determine one or more of an upper bound and a lower bound for the group of data objects based on triangle inequality. Other embodiments are disclosed and claimed.

公开(公告)号：US20190042618A1

公开(公告)日：2019-02-07

申请号：US16009528

申请日：2018-06-15

Applicant: Intel Corporation

Inventor： Agnieszka Potulska ,  Piotr Tylenda ,  Subhankar Panda

IPC: G06F17/30 ,  G06N99/00

Abstract: An embodiment of a semiconductor package apparatus may include technology to create a range search tree based on a data stream, cluster data from the data stream based on the range search tree and application of a modified density based spatial cluster of applications with noise scheme, and detect an anomaly in the data stream based on the clustered data. Other embodiments are disclosed and claimed.