18 results about "Bandwidth reservation" patented technology

The invention relates to the technical field of computer storage, and particularly provides a large model training storage resource dynamic allocation method, device and system, and the method comprises the steps: collecting a workload index and a storage system state index of a large model training task; inputting the real-time monitoring data into a convolutional neural network (CNN) model, and outputting a feature identifier of a current training stage; inputting the real-time data and the stage identifier into a long short-term memory network LSTM model, and predicting future bandwidth, IOPS and storage space requirements; and generating a resource allocation scheme through multi-objective optimization according to a prediction result in combination with a system state, and executing load allocation, data layering and bandwidth reservation operations. According to the method, training stage perception and resource demand prediction are realized through cooperation of the CNN and the LSTM, and dynamic allocation and advanced scheduling of storage resources are realized, so that the resource utilization rate, the training efficiency and the system stability are improved.

The invention belongs to the technical field of data center network and clock synchronization, and discloses a dynamic time synchronization path optimization method and system based on topology awareness. The invention provides a closed-loop framework of state awareness-path optimization-resource assurance-dynamic adjustment and optimization: in the first stage, network topology, link load and PTP message performance data are periodically acquired through an SDN controller, and a global state view is constructed; in the second stage, the optimal path is dynamically calculated for the PTP synchronous flow through a multi-constraint optimization algorithm with the purpose of minimizing transmission delay jitter, and deterministic transmission is achieved in combination with bandwidth reservation and a priority queue; and meanwhile, a seamless switching mechanism of building first and disassembling second is introduced to adapt to the network state change in real time. On the basis of multiplexing existing hardware, the time synchronization error is remarkably reduced, the transmission stability and the dynamic adaptability are improved, microsecond-level time synchronization can be efficiently achieved, and the method is suitable for high-precision service scenes.

The invention discloses an in-vehicle network active bandwidth reservation type burst flow containing method. The method comprises the steps that 1, the injection time of ST flow to an in-vehicle network is calculated, and a gating list is configured; 2, residual bandwidth resources, RC flow available bandwidth and bandwidth reservation of any link are calculated; 3, calculating an injection time slot of RC to the vehicle-mounted network and configuring a gating list; 4, calculating the injection time of burst flow to the vehicle-mounted network and configuring a gating list; 5, the wakeup bandwidth amount of any link of the vehicle-mounted network is calculated; and 7, recalculating the injection time slot of the RC flow influenced by the burst flow to the vehicle-mounted network, and configuring a gating list. According to the method, the bandwidth is actively reserved when the ST flow and the RC flow are scheduled and registered, and the conflict flow is accommodated on the premise that the real-time transmission quality of the registered flow is not influenced, so that the real-time transmission quality requirement of the registered flow and the ultra-low delay requirement of burst flow transmission are ensured, and an intelligent driving system is enabled to operate normally so as to improve the driving safety and reliability of a vehicle.

A method of scheduling a Real Time (RT) task, includes: receiving a task; obtaining a yield time of the RT task based on one of an execution deadline of the RT task, an execution deadline of next RT task subsequent to the RT task, and a maximum execution time associated with an execution of the next RT task subsequent to the RT task; creating a bandwidth reservation task having a deadline; inserting the RT task along with the bandwidth reservation task into a RT wait queue based on the deadline of each of the RT task and the bandwidth reservation task in accordance with an Early Deadline First (EDF) criteria; and scheduling an unscheduled task based on an available-time of the RT wait queue in accordance with the EDF based scheduling.

Spectrum allocation in non-terrestrial wireless networks is efficiently and intelligently managed by predicting traffic loads for beam cells using historical network traffic data and a trained model. Beam cells with higher predicted traffic loads are assigned larger spectrum bandwidths, while other beam cells are assigned smaller, non-overlapping bandwidths that dynamically change frequencies according to a predefined hopping sequence. Example solutions disclosed herein optimize bandwidth utilization and minimize interference, enhancing service quality and coverage in satellite communication systems.

The invention provides a dynamic resource isolation method and device, electronic equipment and a storage medium, and relates to the technical field of communication. A resource allocation strategy containing a private network slice minimum bandwidth reservation proportion and a public network user maximum bandwidth limit proportion can be generated based on the service type identification result and the service flow prediction data; and base station scheduling parameters and core network flow routing can be adjusted according to the strategy so as to realize public and private network user resource isolation through a dynamic bandwidth allocation mechanism and network slice mapping, and meanwhile, network state changes are evaluated regularly and a resource allocation strategy is adjusted based on an evaluation result. The problem that in the prior art, resource allocation cannot adapt to dynamic service requirements can be solved.

The invention relates to the technical field of computing power scheduling, and discloses a computing power intermediate station resource layer full-link cooperative scheduling method oriented to multiple service scenes. According to the method, a resource request carrying a service scene label is received, the requirements for GPU computing power, a memory and storage IO are analyzed, and a standardized resource descriptor is generated. Meanwhile, states of all physical nodes are dynamically collected, a global resource view is constructed, resource descriptors are matched with the view, priorities are distributed in combination with service scene labels, and a resource reservation mechanism is triggered. And mapping the task to a target node according to a matching result, and executing GPU computing power division, memory allocation and network bandwidth reservation. Strategies are dynamically adjusted in the scheduling process, and efficient utilization of resources is ensured.

The present invention discloses a method and device for dynamic bandwidth reservation in a deterministic network, which relates to the field of data communication technology. The method comprises: receiving deterministic service characteristics and a gating list issued according to a configuration on a forwarding plane; distinguishing the service type of the received data packet according to the deterministic service characteristics, making a queue decision based on traffic statistics and the current bandwidth reservation value, and judging whether the data packet can enter a programmable queue of the corresponding service type; mapping the data packet in the programmable queue to a gated queue, performing periodic forwarding according to the gating list, performing traffic statistics according to deterministic services and non-deterministic services, and calculating the service bandwidth usage ratio of the corresponding service type; when the gated forwarding cycle ends, if the bandwidth reservation value needs to be adjusted, determining the bandwidth reservation value for the next cycle according to the corresponding service bandwidth usage ratio and the current bandwidth reservation value. The present application can dynamically adjust bandwidth reservation in real time through the decision and queue mapping mechanism of the programmable queue on the data plane.

The invention discloses a simulation method for vehicle-mounted bus message data, relates to the technical field of data transmission, solves the technical problems of congestion and resource waste in a data transmission process caused by the fact that the same processing is not carried out under the conditions of multi-dimensional classification and high load, and aims at solving the technical problems of congestion and resource waste in the data transmission process by breaking through the existing single-dimensional classification. Multi-dimensional management of messages is realized through four-level classification of byte length, function scenes, delay requirements and necessity, differential strategies are designed for load normal and abnormal scenes, when the load is normal, the transmission efficiency is improved and the compressed long message bandwidth is reduced through ID priority ranking and long message compression, and when the load is abnormal, the compressed long message bandwidth is reduced. Stable transmission of key messages is ensured through key message bandwidth reservation and non-key message grading processing, an independent bandwidth pool is distributed for the key messages by adopting a total bandwidth reservation and ID priority rigid sorting mechanism, and priority transmission of the key messages under high load is ensured through physical layer arbitration.

A method for scheduling real-time (RT) tasks includes receiving a task request defined by at least one RT task, wherein the at least one real-time (RT) task is to be queued based on an entry event trigger; obtaining a completion time for the at least one RT task based on an execution deadline of the at least one RT task, an execution deadline of a next RT task, and a maximum execution time of execution of the next RT task; creating a bandwidth reservation task having a deadline defined by the completion time; inserting the at least one real-time task with the bandwidth reservation task into an RT wait queue based on a deadline of each of the at least one RT task and the bandwidth reservation task according to an early deadline first (EDF) criterion; and scheduling unscheduled tasks based on an available time of the RT wait queue according to an EDF-based scheduling.

Disclosed herein are methods and systems for E2E service decomposition to orchestrate and provision services across multiple network domains (a plurality of network domains), and time-aware calendarization. The methods and systems provide time-aware E2E service reservation (e.g., bandwidth allocation) and provisioning across the multiple network domains based on a method and system model that manages the multiple network domains. and methods for verifying and reserving bandwidth and other E2E service reservations.

The application relates to a multi-path fixed time slot and bandwidth reservation scheduling method based on a high-performance network. According to the reservation bandwidth condition in the network resource, the scheduling request sequence is dynamically adjusted to specify a more reasonable scheduling sequence. On the basis of the single-path reservation scheme, the double-path reservation scheme is supplemented, the number of successful request reservations is increased, the requirement for the network bandwidth is reduced, and the reservation bandwidth resource rate is increased.

The invention discloses a dynamic bandwidth allocation method and device based on an FTTR-B framework, a medium and equipment, and the method comprises the steps: uploading local traffic characteristics of slave gateways to a main gateway in real time, and generating a global traffic prediction result through a global traffic prediction model; based on the global traffic prediction result, the master gateway performs primary bandwidth allocation on each slave gateway through a first bandwidth allocation model; the link quality of each slave gateway is monitored in real time, a link state evaluation result is generated, and the master gateway performs secondary bandwidth allocation on each slave gateway through a second bandwidth allocation model based on the link state evaluation result; and based on the dynamic secondary bandwidth allocation result, each slave gateway calculates and adjusts the bandwidth reservation proportion of the local service. According to the invention, the bandwidth allocation precision can be improved.

The application provides a bandwidth reservation method, system and network device of an AVB stream. The application monitors the traffic change of a first AVB stream in a statistical window by an AVB stream sending end, so as to dynamically adjust the current reserved bandwidth of each AVB switching device for the first AVB stream by means of the traffic of the first AVB stream in the continuous N statistical windows, the minimum reserved bandwidth MinBW and the maximum reserved bandwidth MaxBW allowed by the first AVB stream, when the traffic change of the first AVB stream in the continuous N statistical windows meets the reserved bandwidth adjustment requirement, thereby realizing dynamic adjustment of the reserved bandwidth of the AVB stream and improving the utilization rate of the reserved bandwidth of the AVB stream.

The present invention relates to the technical field of bandwidth adjustment, and discloses a bandwidth adjustment optimization method, apparatus, device, and storage medium. The method extracts the video conference period, video conference content, and participant identification information from a target video conference task, uses the video conference period and video conference content to determine network bandwidth reservation information for an enterprise network, uses the participant identification information to extract location information of the participants and video conference equipment, considers the network bandwidth parameters allocated to each candidate video conference equipment, the number of participants in each video conference room, and the moving distance value of each participant to the video conference room, solves the optimal video conference equipment candidate strategy and bandwidth adjustment optimization strategy for the target video conference task, implements bandwidth parameter adjustment, improves the rationality and intelligence of bandwidth adjustment optimization for video conferences in an enterprise network, ensures enterprise operation efficiency and video conference quality, and improves business processing and remote collaboration efficiency.

The invention provides a method and a device for adjusting bandwidth and a passive optical network system, which can be applied to a PON (Passive Optical Network) system to ensure lossless adjustment of data frame bandwidth so as to ensure the integrity of service data transmission and further ensure the performance of the system. The method comprises: a first device obtaining a destination bandwidth of a data frame, the destination bandwidth being greater than a bandwidth of a first GEM frame, and the data frame being mapped in the first GEM frame; the first device sends first information, the first information indicates that the first device reserves the bandwidth of the first GEM frame of the ONU device as the bandwidth of the second GEM frame, the bandwidth of the second GEM frame is greater than or equal to the target bandwidth, and the bandwidth of the second GEM frame is greater than the bandwidth of the first GEM frame.

Systems and methods provide an affordable private bandwidth reservation and control solution for enterprises that can be implemented using both 5G and 4G core equipment. Namely, an enterprise can purchase / contract for a pre-determined amount of bandwidth (e.g., 1 Gbps) that a Communication Service Provider (CSP) will reserve for connected client devices of the enterprise that meet a set of criteria defined by the enterprise / CSP: i.e., dynamic bandwidth capacity control (DBCC) group criteria. Client devices that meet this DBCC group criteria may be “bound” to a DBCC group session. If a bound client device no longer meets the DBCC group criteria, the client device may be unbound from the DBCC group session. As client devices bind and unbind from a DBCC group session, examples can dynamically modify an aggregation bandwidth capacity control policy that defines bandwidth allocation for client devices bound to the DBCC group session.