4results about How to "Avoid long waits" patented technology

The application discloses a multi-terminal positioning intelligent cooperative management system based on Beidou satellites and relates to the technical field of operation and maintenance data intelligent management. The application collects crossroad vehicle information, sets a collection period and a monitoring range, counts vehicle information, calls historical data, extracts historical reference vehicle data, calculates historical traffic demand, analyzes the influence degree of traffic prediction, obtains traffic demand of the next monitoring period, monitors congestion crossroads, analyzes green light adjustment demand, adjusts the green light duration, monitors the congestion of adjacent crossroads after adjusting the congestion crossroads, adjusts the green light duration of the adjacent crossroads, and is used for synchronously and reversely adjusting the red light duration while adjusting the green light duration. The application accurately analyzes the traffic demand of each direction, monitors the traffic conditions of adjacent crossroads, and is adaptively adjusted to avoid the transfer of traffic pressure, so that the traffic operation of the whole region is more smooth.

This invention relates to the field of computer data processing, and discloses a method and system for multi-agent task data processing. The method includes acquiring asynchronous task data submitted by other agents and evaluating its semantic completeness level. When the level does not reach a preset threshold, an interface template is matched from a historical abstract syntax tree template library and concatenated with the asynchronous task data to generate virtual branch context data for look-ahead inference. After acquiring structured supplementary data, real context data is constructed. If there are differences between the real context data and the virtual branch context data, the program dependency graphs of the two are extracted for topological comparison, the difference features are determined, local recalculation is performed, and the updated result is output. This invention solves the problems of ineffective computational resource consumption and excessively high cost of full recalculation in a single agent under semantic fragmentation.

This invention provides a method and system for intelligent allocation of computing resources for multi-task parallel training, relating to the field of computing resource management technology. It includes acquiring resource request information such as the computational requirements, storage capacity requirements, and communication bandwidth requirements of multiple tasks to be trained; abstracting computing resources into a resource pool composed of divisible and composable resource atoms; and combining these atoms to form resource quota units with computational capacity and available time indicators. A matching function is established between training tasks and resource quota units to quantify the supply-demand matching degree; a system of resource competition constraint equations is constructed to solve for the optimal allocation scheme, forming initial resource binding relationships and planning execution time slices. After parallel training starts, the resource consumption rate and training progress speed are monitored in real time; when a nonlinear deviation is detected, the resource quota units are dynamically disassembled and reassembled.

This application provides a multi-battery pack management method and energy storage device, relating to the field of battery technology. The method includes: obtaining the current parallel voltage range corresponding to all currently active battery packs; determining a switching voltage threshold based on the current parallel voltage range; determining a first extreme voltage corresponding to all currently active battery packs and a second extreme voltage corresponding to all currently inactive battery packs based on the current state of the parallel system and the battery voltages of the multiple battery packs; and performing a battery pack switching operation when the voltage difference between the first extreme voltage and the second extreme voltage is greater than the switching voltage threshold. The battery pack switching operation includes configuring all currently active battery packs as inactive and configuring the battery pack corresponding to the second extreme voltage as active. This application allows battery packs to participate in charging and discharging as soon as possible after being connected, avoiding prolonged inactivity.