8 results about "Cloud testing" patented technology

Systems and methods are disclosed for data object testing. One or more processors may receive a video data object (110). The one or more processors may receive one or more video specifications (132) from a database (125). The one or more processors may generate an on-demand cloud testing instance (130) having a subset of video analysis tools from a plurality of video analysis tools and computational resources determined based on the video data object (110) and the one or more video specifications (132). The one or more processors may perform, in the cloud testing instance (130), a compliance test on the video data object (110) based on the one or more video specifications (132), generate a compliance output (134) based on the compliance test, the compliance output (134) including instructions or parameters for automatic video editing of the video data object (110). The one or more processors may provide the compliance output (134) to a downstream component.

This application discloses a data processing method and apparatus, relating to the field of computer technology, for improving the throughput of large language models. The method is applied to edge devices or cloud testing devices, and includes: prefetching key KV cache for at least one future generation step at a first time, and calculating the attention score for the (T+N)th generation step based on the key KV cache. The first time is any time of the Tth generation step, which is used to generate token T. The scheme provided in this application prefetches key KV cache for one or more future steps during the inference process of the generation step. Since the prefetching of key KV cache and model inference can be executed in parallel, the transmission latency of the key KV cache can be effectively reduced. In this way, the scheme of this application can significantly improve the throughput of large models, i.e., more tokens can be generated per second.

A data conformance service determines, based at least on an information model of a machine at a remote site of a client, cloud test code to be executed by the data conformance service to perform at least a first type of conformance test for data provided by the machine and edge test code to be executed by an edge gateway at the remote site to perform at least a second type of conformance test for the data from the machine. The service deploys the edge test code to the edge gateway. The service receives data from the machine and executes the cloud test code using the data to generate cloud test results. The service receives edge test results and generates, based on the cloud and edge results, an indication of whether the data from the machine conforms to a specification.

The invention discloses a clouded test upper computer system and a test method. The clouded test upper computer system comprises a cloud upper computer and at least one edge execution unit, the cloud upper computer is deployed at the cloud and comprises a user interaction module, an artificial intelligence module, a central control and task management module and a cloud database, the edge execution unit is deployed at a test site close to a tested object, and the cloud upper computer is connected with the edge execution unit through a network. And the centralized management, distributed execution and result summarization of the test tasks are cooperatively completed. According to the invention, tight coupling of traditional upper computer functions and hardware is broken through, non-real-time and compute-intensive functions are migrated to the cloud, and elastic expansion and centralized management of resources are realized.

The invention discloses a data transmission testing and optimizing method based on a digital twinning cloud testing platform, and is applied to the technical field of digital twinning. Comprising the following steps: constructing a digital twin model of a physical equipment entity on a cloud test platform, and deploying data acquisition and transmission equipment on the physical equipment entity side to form a digital twin cloud test platform; different working conditions are simulated respectively, and functions of the physical equipment entity are tested through the digital twin cloud test platform; the real-time performance and the consistency of the data transmission process are analyzed; inputting the real-time performance and consistency analysis result, the working condition data and the log data into a data transmission diagnosis model, and identifying a transmission performance reduction reason; and generating an optimization strategy according to the diagnosis result, and carrying out optimization adjustment on the digital twin cloud test platform. According to the method, the problems of insufficient data transmission real-time performance and consistency distortion of the digital twin cloud test platform under complex working conditions are solved, and the test accuracy and reliability are guaranteed.

The invention discloses a BGP (Border Gateway Protocol) service orchestration controller testing method which can be applied to various scenes such as cloud technology, cloud testing and intelligent testing. The method comprises the following steps: transmitting a test routing information table to a target network controlled by a BGP service orchestration controller based on test process orchestration information, so that the target network performs routing scheduling according to the test routing information table; issuing target task information of a to-be-tested task in the arranged test tasks to the BGP service arrangement controller based on the test process arrangement information, so that the BGP service arrangement controller executes the to-be-tested task according to the target task information; after the target task information is issued, collecting a routing transmission condition in the target network based on the test process arrangement information; and determining a test result of the BGP service orchestration controller based on the routing transmission condition. The test efficiency of testing the service orchestration controller is improved.

The invention discloses a digital twin data bidirectional synchronization security test and optimization method based on a cloud test platform, and relates to the technical field of security risk assessment. Comprising the following steps: acquiring a physical entity model and computing equipment information to generate a twin database, generating a digital twin topology model, and generating an attack database based on a preset automatic attack tool; simulating a network attack scene, and predicting an attack range and a hazard degree by using a digital twin topology model; the attack database attacks the physical entity model to obtain an actual attack range and a hazard degree, and compares the actual attack range and the hazard degree with prediction data to obtain an optimized digital twinborn model; and inputting an attack to be predicted into the optimized digital twin model to obtain a model deduction result, further judging a security attack risk, and generating and executing a targeted protection strategy according to the security attack risk. According to the invention, accurate assessment of the security risk of the digital twin system can be realized, and the security and reliability of the digital twin system are improved.

Systems and methods are disclosed for data object testing. One or more processors may receive a video data object. The one or more processors may receive one or more video specifications from a database. The one or more processors may generate an on-demand cloud testing instance having a subset of video analysis tools from a plurality of video analysis tools and computational resources determined based on the video data object and the one or more video specifications. The one or more processors may perform, in the cloud testing instance, a compliance test on the video data object based on the one or more video specifications. generate a compliance output based on the compliance test, the compliance output including instructions or parameters for automatic video editing of the video data object. The one or more processors may provide the compliance output to a downstream component.