摘要:
A method of creating a trained database from a document corpus includes creating a tailored neural network for the document corpus by using sentences to create word-level association and sentence-level association; and applying action-trigger phrase sets, created front the document corpus independent of creating the tailored neural network, to the tailored neural network to create a trained database; wherein processing a query through the trained database, rather than the document corpus, increases the speed of processing the query and increases the accuracy of the result.
摘要:
A computing system architecture includes a service server and a first validator. The first validator is communicable to the service server. A validation request is sent from the service server to the first validator for validating a transaction. The validation request including a first facial image of a party of the transaction. The validator performs a facial recognition using the first facial image of the party for validating the transaction.
摘要:
One embodiment of a computer-implemented method for managing computing resources may include determining, by a computer, target computing resources to be configured with a platform. A determination, by the computer, may be made as to whether the target computing resources includes a management agent for managing the platform. The computer may cause a management agent to be installed on the target computing resources if the target computing resources are determined to not include a management agent, otherwise, the computer may not cause a management agent to be installed on the target computing resources. The computer may instruct the management agent to commission the platform on the target computing resources.
摘要:
Disclosed herein is a commodity infrastructure operating system that manages and implements the resources and services found in the heterogeneous components of the common infrastructure using a fabric manager. A fabric manager managing computing resources in one or more platforms and one or more partitions residing on the platform by monitoring each platform and partitions, and issuing instructions to a hypervisor or other management agent on a platform to execute one or more platform management commands, such as commission a new partition onto a platform.
摘要:
Various approaches for adding data items to a database are described. In one approach, a method includes receiving a plurality of data items; each data item is to be stored under a unique primary key in the database. In response to each received data item, one of a plurality of fragment builders is selected and the data item is provided as input to the selected fragment builder. The fragment builders operate in parallel to create respective pluralities of B-tree fragments from the input data items. The B-tree fragments are merged into a single B-tree of the database, which is then stored.
摘要:
Various approaches for processing a B+ tree data structure are described. In one approach, a first data record is deleted from the database as part of processing a first transaction. After removing the first data record, it is determined whether a first data page from which the record was removed should be merged. If the first data page is to be merged, merging of the data page is delayed until after the first transaction has been committed. After committing the first transaction, a nested transaction is initiated to merge of the first data page, and the nested transaction is committed after the data page has been merged.
摘要:
A method for testing commits from a third-party product into a dependent product includes receiving a first commit from a third-party product; waiting for additional commits from the third-party product; receiving a second commit from the third-party product; testing the first and second commit using a pre-trained learning model; determining if the first commit is problematic, and if the first commit is problematic, sending the first commit for review before implementation; and determining if the second commit is problematic, and if the second commit is problematic, sending the second commit for review before implementation. Accumulating the first and second commits for testing at once reduces system resources.
摘要:
An approach to information retrieval is contemplated for facilitating semantic search and response over a large domain of technical documents is disclosed. First, the grammar and morphology of the statements and instructions expressed in the technical documents is used to filter training data to extract the text that is most information-rich, that is the text that contains domain-specific jargon, in context. This training data is then vectorized and fed as input to an SBERT neural network model that learns an embedding of related words and terms in the text, i.e. the relationship between a given set of words contained in a user's query and the instructions from the technical documentation text most likely to assist in the user's operations. There are two parsing tasks. The first is to select a minimal sample of sentences from the document corpus that capture the domain-specific terminology (jargon). The result is set of sentences used to train BERT and SBERT. The second parsing task to create a set of action-trigger phrases from the document corpus. The trigger potentially matches a user query and the action is the related task.
摘要:
A traffic monitoring system includes a first car moving on a first path; a camera having a field of vision including at least a portion of the first path; and a computing system. The computing system receives a plurality of images from the camera. The computing system has a processor. When instructed, the processor performs circling a perimeter of the first car on each of the images with a first rectangle; composing a first set of points, each point of the first set of points representing a center of the first rectangle; finding a first centroid using the first set of points, wherein the first centroid represents the first path; and calculating a speed of the first car using the first centroid.
摘要:
A system and method for masking the complexity of developing software for a heterogeneous target execution environment may be established by configuring an integrated development environment to perform certain masking mechanisms. For example, the integrated development environment used to develop a background process may be used to create a background process-file on the target execution environment. The integrated development environment may further be configured to synchronously connect with an agent on the target execution environment, allowing the agent to initiate the background process using the integrated development environment user credentials. Additionally, the integrated development environment may be configured to monitor completion of the background process execution on the target execution environment, and to return the output from the background process after completion to the integrated development environment user.