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71results about How to "Solve the scalability problem" patented technology

Visual modeling method for distributed simulation platform

The invention proposes a visual modeling method for a distributed simulation platform and aims to provide a visual modeling method capable of lowering the development complexity of all nodes of distributed simulation. The method is realized by the following technical scheme: creating a simulation platform framework and visual modeling related components; performing distributed simulation deployment visually; dividing the simulation platform framework into an application layer, a management layer, a service layer, an interaction layer, a resource layer and a simulation model resource pool from top to bottom, wherein the management layer comprises a model interaction component and a node deployment component; generating an icon arranged in the simulation model resource pool by the model interaction component according to an interface attribute of a simulation model; seamlessly connecting logic deployment and physical deployment of simulation system nodes; automatically generating corresponding software interfaces and corresponding service components by simulation sub-nodes participating in distributed simulation through a node deployment graph; and performing visual modeling in a model interaction view to construct a visual model convenient for a user to design the simulation model interaction view.
Owner:10TH RES INST OF CETC

Intelligent QoS routing optimization method and system based on deep reinforcement learning in SDN environment

The invention discloses an intelligent QoS routing optimization method and system based on deep reinforcement learning in an SDN environment, and the method comprises the following steps: expressing all streaming media services in a network as a service request set, and then for each request, searching a path meeting the network service quality from a streaming media server to a heterogeneous client; sequentially determining the route of each flow request, and finally constructing a multicast tree by adopting a QoS route optimization algorithm. For a network congestion link or a malicious node, the most suitable next node at present can be found for routing through a deep reinforcement learning method. By adopting the method of combining deep learning and reinforcement learning, the transmission delay of the video stream can be effectively reduced, and the accuracy of routing decision can be improved. Meanwhile, the design of a distributed control plane is adopted and can be realized in various network topologies, so that the network congestion can be avoided, the expandability of the network is improved, the interaction with a single controller is reduced, and the overall utilityof the network is improved.
Owner:ANHUI UNIVERSITY

Software-defined data gateway

The invention provides a software-defined data gateway. The software-defined data gateway comprises an equipment layer, a gateway layer and an application layer, wherein all physical devices form a device layer, the data gateway body comprises a management node and a gateway node, the management node is deployed in an application layer, and the gateway node is deployed in a gateway layer; the gateway layer further comprises a sensing node; the physical equipment of the equipment layer reports the data to the sensing node and receives a control instruction issued by the sensing node; the sensing node uploads the data to the gateway node, and transmits a data analysis result to the physical equipment in a downlink manner; the gateway node performs high-speed caching and persistent storage onthe acquired data according to application requirements, and forwards the data to other gateway nodes needing to use the data; the management node detects all gateway nodes, monitors load conditionsand health states of the gateway nodes, and controls starting, stopping and load balancing of the gateway nodes; and data synchronization is performed among the management nodes. According to the software-defined data gateway, industrial Internet-of-things data acquisition, storage and forwarding are realized in a software definition mode.
Owner:NAVAL UNIV OF ENG PLA

Manageable P2P (Peer-to-Peer) streaming media live broadcasting system based on IMS (IP Multimedia Subsystem) in NGN (Next Generation Network) and realization method thereof

The invention relates to a manageable P2P (Peer-to-Peer) streaming media live broadcasting system based on an IMS (IP Multimedia Subsystem) in an NGN (Next Generation Network) and a realization method thereof. The system provided by the invention expands an overlay network management function entity and a network resource inquiry function entity on a streaming media service layer. The method provided by the invention comprises the following steps: using user terminal equipment capable of carrying out P2P as a calling request to establish a streaming media live broadcasting session; utilizing a streaming media service control function entity as a back-to-back user agent to select a content transmitter for calling user terminal equipment and establish a media transmission session with the content transmitter; utilizing the user terminal equipment capable of carrying out P2P to carry out a channel switching request updating session; and utilizing the streaming media service control function entity to select the content transmitter of a new channel for the user terminal equipment capable of carrying out P2P and establish the media transmission session with the content transmitter of the new channel. According to the invention, the centralized management of a P2P overlay network is realized; the problem of inconformity in a P2P distribution network and a physical network is solved; and simultaneously, the QoS (Quality of Service) of P2P media transmission is ensured by utilizing the SIP/SDP (session initiation protocol/session description protocol) session consultation mechanism in the IMS and the network control and resource reservation provided by the NGN.
Owner:中国科学院沈阳计算技术研究所有限公司

Big data platform constructing method based on S-PLUS

The invention discloses a big data platform constructing method based on S-PLUS. A big data platform comprises a physical layer, a virtualization layer, a service layer and an application layer, wherein heterogeneous hardware resources are deployed on the physical layer; Eucalyptus is used to construct a virtual machine cluster on the virtualization layer, and a Hadoop environment is deployed on the virtual machine cluster; the service layer integrates S-PLUS language, realizes a data mining function and provides services; a clear operation interface is provided to a user on the application layer which has the functions of a data storage and processing system, an array operation tool, a complete and coherent statistical analysis tool and excellent statistical cartography. S-PLUS is a simple and powerful programming language and can control data input and output and realize functions of branching, circulating and user customizing. The big data platform can effectively process targets such as information system services, information monitoring and public safety which need to be paid attention to by an intelligent city system, the targets are displayed in a big data manner and results are analyzed, and high processing efficiency is achieved.
Owner:WUHAN POST & TELECOMM RES INST CO LTD

Distributed system based on graph database

The invention discloses a distributed system based on a graph database. The system comprises a client, a database management layer, a computing layer, a storage layer, a resource management module anda data import layer, and is characterized in that the computing layer comprises a plurality of distributed computing clusters, each distributed computing cluster consists of a query control node anda graph query node, and subsequent processing such as screening, aggregation and sorting is performed on the data extracted by the storage layer, the storage layer comprises a storage control node anda graph storage node, and the graph storage node undertakes storage, query and update operations of graph data. According to the system, the performance is improved by better utilizing the proximityof the graph data through an operator push-down scheme, meanwhile, the performance overhead caused by data communication between the storage layer and the computing layer is also reduced, the problemof expandability of the distributed graph data is solved through a thought of separating the storage layer from the computing layer, and the storage layer solves the problems of data storage and fragmentation through the thought of combining key value pairs with hash partitioning.
Owner:安徽华典大数据科技有限公司

Method for solving scalability problem of blockchain internet intermediate chain

The invention provides a method for solving the scalability problem of a blockchain internet intermediate chain. The intermediate chain system architecture designed by the invention is a hierarchicalarchitecture, a two-layer structure and multi-chain parallelism. Attached drawings of abstract are shown in the specification. The top layer of the architecture is a main chain layer. The main chain layer only has one chain and is a middle chain main chain; and the intermediate chain main chain is maintained by a plurality of nodes of the intermediate chain. The bottom layer of the architecture isa sub-chain layer and is provided with a plurality of sub-chains. Each sub-chain is maintained by part of nodes of the intermediate chain and the link nodes of the two participating chains together,and serves for intercommunication and value transfer between the two participating chains. An intermediate chain main chain of the block chain Internet is responsible for organization and management work of all nodes of the intermediate chain. Meanwhile, information such as registration and reputation records of all participation chains and the chain nodes of the participation chains is recorded on the main chain of the intermediate chain. The intermediate chain sub-chain of the blockchain Internet is only responsible for recording cross-chain transactions between two participating chains related to the intermediate chain sub-chain. In this way, hundreds of participating chain interconnection and intercommunication and value transfer tasks in the block chain internet are shared by numerousintermediate chain sub-chains, so that the problem of intermediate chain performance bottleneck is solved, and the problem of scalability of the intermediate chain of the block chain internet is solved.
Owner:ZEU CRYPTO NETWORKS INC
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