公开(公告)号：US11979295B2

公开(公告)日：2024-05-07

申请号：US18359862

申请日：2023-07-26

Applicant: ZHEJIANG LAB

Inventor： Congqi Shen ,  Huifeng Zhang ,  Shaofeng Yao ,  Qi Xu ,  Ruyun Zhang

IPC: H04L41/16 ,  G06N20/00 ,  H04L41/40

CPC classification number: H04L41/16 ,  G06N20/00 ,  H04L41/40

Abstract: The present disclosure discloses a reinforcement learning agent training method, modal bandwidth resource scheduling method and apparatus. The reinforcement learning agent training method utilizes a reinforcement learning agent to continuously interact with a network environment in a polymorphic smart network to obtain the latest global network characteristics and output updated actions. By adjusting the bandwidth occupied by modals, a reward value is set to determine an optimization target for the agent, the scheduling of modals is realized, and the rational use of polymorphic smart network resources is guaranteed. The trained reinforcement learning agent is applied to the modal bandwidth resource scheduling method, and can adapt to networks with different characteristics, and thus can be used for intelligent management and control of polymorphic smart networks and has good adaptability and scheduling performance.

公开(公告)号：US11533604B2

公开(公告)日：2022-12-20

申请号：US17727838

申请日：2022-04-25

Applicant: Zhejiang Lab

Inventor： Qi Xu ,  Ruyun Zhang ,  Tao Zou ,  Hanguang Luo

IPC: H04W8/02 ,  H04W8/22 ,  H04W48/14 ,  H04W40/24 ,  H04W84/12

Abstract: The present invention relates to the technical field of network communication, in particular to a method and system for controlling ID identifier network mobility based on a programmable switch. The system includes mobile terminal nodes, mobile access points, programmable switching nodes and control nodes, wherein the control nodes include local control nodes and a global control node, the mobile terminal nodes are connected and communicated with the mobile access points through wireless data links, the mobile access points are connected and communicated with the programmable switching nodes through wired data links, and the programmable switching nodes, the local control nodes and the global control node are connected and communicated in order through control links.

公开(公告)号：US12177072B1

公开(公告)日：2024-12-24

申请号：US18555805

申请日：2023-07-13

Applicant: ZHEJIANG LAB

Inventor： Peilei Wang ,  Ruyun Zhang ,  Jun Zhu ,  Tao Zou ,  Shunbin Li ,  Qi Xu

IPC: H04L41/082 ,  H04L41/0894 ,  H04L67/1097

Abstract: A data storage system includes: a server, a client and a control end; the control end is configured to generate a configuration file, and send the configuration file to the client and the server; the client is configured to generate an encapsulation rule based on the configuration file, generate a storage request, perform encapsulation on the storage request to obtain a message packet, and send the message packet to the server; the server is configured to generate an extraction unit and an action unit based on the configuration file, analyze the message packet to obtain the target information, write the target information into each extraction unit, read action information and determine an action unit matching the action information as a target action unit, and execute the storage actions corresponding to the target action unit to store byte stream data of the target information.

公开(公告)号：US12149642B2

公开(公告)日：2024-11-19

申请号：US17876553

申请日：2022-07-29

Applicant: Zhejiang Lab

Inventor： Hanguang Luo ,  Tao Zou ,  Shunbin Li ,  Qi Xu ,  Huifeng Zhang

IPC: H04L9/32 ,  H04L9/06 ,  H04L9/08

Abstract: The present disclosure belongs to an identity authentication technology in network security field, and relates to a lightweight identity authentication method. The method utilizes lightweight operations of the physical unclonable function, Hash operation, XOR operation, etc. for bidirectional authentication between an authentication server and an Internet of Things resource-limited device, and particularly utilizes uniqueness of an integrated circuit (IC) physical microstructure created by the physical unclonable function in the resource-limited device in a manufacturing process to design an engineering-implementable information desynchronization recovery mechanism of two authentication parties by optimizing an interaction mode of input challenge and output response of the physical unclonable function, thereby solving the problem that the same lightweight identity authentication type solution cannot ensure forward security and resist desynchronization attack, further reducing resource cost for an identity authentication process, and effectively improving security and operation efficiency of identity authentication of the Internet of Things resource-limited device.

公开(公告)号：US12056533B2

公开(公告)日：2024-08-06

申请号：US18354601

申请日：2023-07-18

Applicant: ZHEJIANG LAB

Inventor： Huifeng Zhang ,  Congqi Shen ,  Tao Zou ,  Jun Zhu ,  Ruyun Zhang ,  Qi Xu ,  Hanguang Luo ,  Xingchang Guo

IPC: G06F9/46 ,  G06F9/50 ,  G06N20/00

CPC classification number: G06F9/5038 ,  G06N20/00

Abstract: A method, an apparatus and a medium for optimizing allocation of switching resources in the polymorphic network. The method selects the ASIC switching chip, FPGA and PPK software switching on the polymorphic network element based on machine learning, and specifically comprises the following steps: manually pre-configuring, formulating basic rules for polymorphic software and hardware co-processing; offline learning, designing training configuration in the offline learning stage to capture different switching resource usage variables, running experiments to generate the original data of a training classifier, and using the generated performance indices to train the model offline; and online reasoning, obtaining switching resource allocation advises, and updating modality codes according to the switching resource allocation advises.

公开(公告)号：US12015528B2

公开(公告)日：2024-06-18

申请号：US18348315

申请日：2023-07-06

Applicant: ZHEJIANG LAB

Inventor： Jun Zhu ,  Tao Zou ,  Lei Xue ,  Hanguang Luo ,  Qi Xu

IPC: H04L41/12

CPC classification number: H04L41/12

Abstract: Provided is a network modal management system and a management method. The system includes a polymorphic intelligent network integrated development environment and a polymorphic intelligent network distributed compilation and deployment environment. The polymorphic intelligent network integrated development environment provides users with an environment for writing code and configuration files, and facilitates users to debug the code. The polymorphic intelligent network distributed compilation and deployment environment provides users with a management interface and services, and integrates various functions related to network modal. The network modal management system significantly improves the management efficiency of polymorphic intelligent network platforms.

公开(公告)号：US11431632B1

公开(公告)日：2022-08-30

申请号：US17739173

申请日：2022-05-09

Applicant: Zhejiang Lab

Inventor： Qi Xu ,  Hanguang Luo ,  Tao Zou ,  Ruyun Zhang ,  Geyang Xiao ,  Wanxin Gao ,  Huifeng Zhang ,  Congqi Shen

IPC: H04L45/745 ,  H04L45/50 ,  H04L45/00

Abstract: The present invention relates to the technical field of computer networking, in particular to an ID/location hybrid forwarding method based on source routing, including a message format based on an extension header of a MobilityFirst protocol, a source routing forwarding mechanism based on ID identifiers and a source routing forwarding mechanism based on location identifiers. Through the method of the present invention, the source routing forwarding mechanism based on ID identifiers can be adopted in the access domains of the MobilityFirst network to realize the internetworking of intra-domain networks, and the source routing forwarding mechanism based on location identifiers in the core domain realizes the interconnection of inter-domain networks; the method greatly simplifies the processing flow of the data plane of the MobilityFirst network, and meanwhile reserves the design that the ID identifiers and the location identifiers are separated, thereby effectively supporting intra-domain and inter-domain mobile data forwarding.

公开(公告)号：US12204880B1

公开(公告)日：2025-01-21

申请号：US18795102

申请日：2024-08-05

Applicant: ZHEJIANG LAB

Inventor： Xiaoyu Yi ,  Ji Zhang ,  Tao Zou ,  Jun Zhu ,  Qi Xu ,  Fujun Zhang ,  Juncheng Ge ,  Yongjie Wang

IPC: G06F8/41 ,  G06F8/35

Abstract: An incremental compiling method and an incremental compiling system based on a heterogeneous device. The method comprises: a user using P4 to develop a network program, checking the syntax and semantics of the network program and converting into an intermediate representation; allocating intermediate representation files according to constraints such as the functions and resources of the heterogeneous device; then, transforming the network program into different rule expressions of the heterogeneous device according to the constraints of the heterogeneous device, flow table entries and the like, and loading the on different rule expressions to a target device; when the user needs to deploy network functions incrementally, the user only needs to write new network programs and regenerate rule expressions; by comparing and analyzing the old and new rule expressions, a rule expression that can be loaded on heterogeneous device is formed, and the incremental deployment of network functions is realized.