Some embodiments provide a non-transitory machine-readable medium that stores a program. The program receives, from a client device, a percentage value for a set of points. The program further determines a triangulation based on the set of points. The program also determines an alpha value based on the triangulation and the percentage value. The program further determines an alpha shape based on the alpha value. The program also provides the client device the alpha shape.

Described is a system for providing quick and efficient identification of a desired version of content from an editing history of the content. The system receives a search index identifying versions of content from an editing history of the content. The system sorts the search index according to sort criteria and receives a selection from the sorted search index of a first version of the content and a second version of the content. The system identifies and displays one or more content differences between the first and second versions of the content.

Described is a system for providing quick and efficient identification of a desired version of content from an editing history of the content. The system receives a search index identifying versions of content from an editing history of the content. The system sorts the search index according to sort criteria and receives a selection from the sorted search index of a first version of the content and a second version of the content. The system identifies and displays one or more content differences between the first and second versions of the content.

Some embodiments provide a program that determines a plurality of data objects. Each data object in the plurality of data objects includes a first attribute and a second attribute. The program further sorts values of the first attribute of the plurality of data objects. The program also sorts values of the second attribute of the plurality of data objects. The program further determines a first distance value based on the sorted values of the first attribute of the plurality of data objects. The program also determines a second distance value based on the sorted values of the second attribute of the plurality of data objects. The program further defines a plurality of clusters based on the sorted values of the first attribute of the plurality of data objects, the first distance value, the sorted values of the second attribute of the plurality of data objects, and the second distance value.

Some embodiments provide a program that determines a plurality of data objects. Each data object in the plurality of data objects includes a first attribute and a second attribute. The program further sorts values of the first attribute of the plurality of data objects. The program also sorts values of the second attribute of the plurality of data objects. The program further determines a first distance value based on the sorted values of the first attribute of the plurality of data objects. The program also determines a second distance value based on the sorted values of the second attribute of the plurality of data objects. The program further defines a plurality of clusters based on the sorted values of the first attribute of the plurality of data objects, the first distance value, the sorted values of the second attribute of the plurality of data objects, and the second distance value.

The present disclosure provides a method and apparatus for determining an extended reading content, a device, and a storage medium, relating to the field of data processing. The method may include: displaying a target page, in response to a viewing request to the target page; giving a reading prompt to an extended reading resource in the target page, based on a corresponding relationship between a requirement recognition result of at least one target reading content in the target page and the extended reading resource; and displaying the extended reading resource, in response to the viewing request matching the reading prompt.

The present disclosure provides a method and apparatus for determining an extended reading content, a device, and a storage medium, relating to the field of data processing. The method may include: displaying a target page, in response to a viewing request to the target page; giving a reading prompt to an extended reading resource in the target page, based on a corresponding relationship between a requirement recognition result of at least one target reading content in the target page and the extended reading resource; and displaying the extended reading resource, in response to the viewing request matching the reading prompt.

A method, apparatus, and system determines an optimal storage configuration of storing backup data. The method may include receiving a request from a client device for determining an optimal storage configuration for storing backup data of a client. The method may include determining a cloud utilization pattern of the backup data based on prior access activities and determining a first suitability score for the first storage class based on the cloud utilization pattern. The method may include, for each of the storage classes of the first storage provider, determining a suitability score for the corresponding storage class if the backup data were stored in the corresponding storage class. The method may include transmitting to the client device a recommendation of a second storage class of the first storage provider having a suitability score higher than the first suitability score based on the suitability score to reduce cloud resources usage.

A method, apparatus, and system determines an optimal storage configuration of storing backup data. The method may include receiving a request from a client device for determining an optimal storage configuration for storing backup data of a client. The method may include determining a cloud utilization pattern of the backup data based on prior access activities and determining a first suitability score for the first storage class based on the cloud utilization pattern. The method may include, for each of the storage classes of the first storage provider, determining a suitability score for the corresponding storage class if the backup data were stored in the corresponding storage class. The method may include transmitting to the client device a recommendation of a second storage class of the first storage provider having a suitability score higher than the first suitability score based on the suitability score to reduce cloud resources usage.

An input sequence re-ordering method with a multi input-precision reconfigurable scheme and a pipeline scheme for a computing-in-memory macro in a convolutional neural network application is configured to re-order a plurality of multi-bit input signals and includes performing a scanning step and a re-ordering step. The scanning step includes driving a scanner to scan one group of the multi-bit input signals to determine whether an initial value of a plurality of flag signals in one of a plurality of multi-bit section flags is changed to an inverted initial value according to a plurality of bit numbers of the one group of the multi-bit input signals. The re-ordering step includes driving a sorter to select a part of the one group of the multi-bit input signals corresponding to a plurality of the inverted initial values of the flag signals in the one of the multi-bit section flags.