Mechanisms for identifying a pattern of computing resource activity of interest, in activity data characterizing activities of computer system elements, are provided. A temporal graph of the activity data is generated and a filter is applied to the temporal graph to generate one or more first vector representations, each characterizing nodes and edges within a moving window defined by the filter. The filter is applied to a pattern graph representing a pattern of entities and events indicative of the pattern of interest, to generate a second vector representation. The second vector representation is compared to the one or more first vector representations to identify one or more nearby vectors, and one or more corresponding subgraph instances are output to an intelligence console computing system as inexact matches of the temporal graph.

Provided are a database management method and apparatus based on a lookup table. The method comprises: acquiring a data management operation request; retrieving a three-level storage table in response to the data management operation request; and adjusting the three-level storage table according to an operation requested by the data management operation request, so as to obtain the adjusted three-level storage table, wherein the three-level storage table includes: a page information table of data; the column information table of data; and the data table for recording information of a piece of data by means of a row of data. By means of the method, the problem of the low efficiency of existing database management based on a lookup table is solved, and the aim of simply and efficiently carrying out a lookup table operation is thus achieved.

Disclosed are a collision check data processing method and apparatus, an electronic device, and a storage medium. The method comprises: acquiring generated collision check data, and acquiring an ID number of a collision part according to the collision check data; then acquiring ID numbers corresponding to selected designated parts from a preset database; and determining a target part under collision according to the ID numbers corresponding to the designated parts and the ID number of the collision part. According to the disclosure, a target part under collision can be determined among large amounts of collision check data according to an ID number corresponding to a designated part and an ID number of a collision part. That is, according to the disclosure, a single item among the collision check data can be checked according to a user requirement, thereby improving the check efficiency effectively.

What is disclosed is an improved approach to perform automatic partitioning, without requiring any expertise on the part of the user. A three stage processing pipeline is provided to generate candidate partition schemes, to evaluate the candidate using real table structures that are empty, and to then implement a selected scheme with production data for evaluation. In addition, an improved approach is described to perform automatic interval partitioning, where the inventive concept implements interval partitioning that does not impose these implicit constraints on the partition key column.

Disclosed is a mobile apparatus for monitoring state of cosmetic items in a drawer or on a shelf. The apparatus includes a camera; a display device; and processing circuitry. The processing circuitry is configured to capture an image of the drawer and its contents using the camera, decode the captured image to identify the cosmetic items contained in the drawer and respective location of the identified cosmetic items, and display on the display device a notification of identified cosmetic items that have expired. An augmented reality display device highlights a group of cosmetic items determined to be compatible and within a freshness degree. The processing circuitry is configured to display on the mobile display a notification of a cosmetic item to apply, highlight the cosmetic item in the augmented reality display device, and record in a database usage information of the cosmetic item.

Methods, systems, and computer program products for implementing a database offloading process via a locater index. A search request for a document is received at a nearline (“live”) data storage server. A location of the document is determined by accessing a locater index that includes a locater table that indicates locations of documents in a plurality of database systems that includes an archive data storage system and a local data storage system. Determine that the location of the document is archived as an object in an object store in the archive data storage system. The document is obtained by providing instructions to the archive data storage system to locate the object in the object store based on a header identification. The document is provided to the requestor.

Methods, devices and systems for measuring emotions expressed by computing emoji responses to videos are described. An example method includes receiving user input corresponding to an emoji at a selected time, assigning at least one meaning-bearing word to the emoji, wherein the at least one meaning-bearing word has an intended use or meaning that is represented by the emoji, associating a corresponding vector with the at least one meaning-bearing word, wherein the corresponding vector is a vector of a plurality of vectors in a vector space, and aggregating the plurality of vectors to generate an emoji vector that corresponds to the user sentiment.

A communication protocol system is provided for reliable transport of packets. A content addressable memory hardware architecture including a reorder engine and a retransmission engine may be utilized for the reliable transport of the packets. The content addressable memory module includes a primary CAM that may be logically partitioned into a plurality of physical sub-CAMs. One or more processors are in communication with the content addressable memory module. The one or more processors receive a set of data packets. A lookup operation is performed by the one or more processors to access data entries stored in each of the sub-content addressable memories. An update operation is performed by the one or more processors at a selected sub-content addressable memory from the plurality of the sub-content addressable memories.

A message batching configuration may be determined for transmitting a message to recipients. The message batching configuration may include two or more message batches, a respective recipient count for each message batch, a respective time delay between each message batch, and a performance metric for evaluating the message. The message is transmitted in accordance with the message batching configuration. The transmission of subsequent message batches is halted when it is determined that the designated performance metric fails to meet a designated performance metric threshold.

Techniques for database query information protection using skeletons are described. An agent installed on a host computing device with a database instance obtains queries executed by the database instance and skeletonizes the queries to remove sensitive data from them. The agent identifies references within the queries, obtains structural definitions for the references, and inserts placeholders into the queries in place of the references and relates the placeholders to the definitions. The query skeletons and/or similarly-constructed execution plan skeletons may be analyzed to identify modifications to queries and/or the database instance to improve query processing.