Frontiers of Networking Technologies : First China Conference on Networking, CCF ChinaNet 2023, Wenzhou, China, September 8–10, 2023, Proceedings / edited by Xingwei Wang, Mingwei Xu, Xiaoqiu Shi, Fan Wu.

Format:

Book

Contributor:

Wang, Xingwei, 1965 December-, editor.

Series:

Communications in Computer and Information Science, 1865-0937 ; 1988

Language:

English

Subjects (All):

Computer networks.

Cloud computing.

Computer engineering.

Computer networks--Security measures.

Computer Communication Networks.

Cloud Computing.

Computer Engineering and Networks.

Mobile and Network Security.

Local Subjects:

Computer Communication Networks.

Cloud Computing.

Computer Engineering and Networks.

Mobile and Network Security.

Physical Description:

1 online resource (218 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book constitutes the proceedings of the First China Conference on Networking, CCF ChinaNet 2023, which took place in Wenzhou, China, during September 8-10, 2023. The 13 full papers included in the book were carefully reviewed and selected from 61 submissions. They deal with networking technologies such as cloud computing; mobile and network security; computer engineering and networks; etc. The theme of this year's conference was “Integrating Industry, Search, and Innovation, Serving the Networking Powerhouse”. .

Contents:

Intro

Preface

Organization

Contents

Remote Sensing GEO Relay Transmission Scheme Based on Mission Awareness Under Dynamic Topology

1 Introduction

2 Network Model

3 Remote Sensing GEO Relay Transmission Scheme Based on Mission Awareness Under Dynamic Topology-GRT-TADT

3.1 Link Selection

3.2 Task Description

4 GEO Resource Allocation

4.1 Function Definitions

4.2 Objective Function Solution

4.3 GEO Benefits

4.4 GEO Resource Allocation Algorithm

5 Experimental Results and Analysis

5.1 Dynamic Topology Analysis

5.2 Analysis of GEO Resource Allocation

6 Conclusion

References

Review of Image Encryption Based on Bibliometrics and Visualized Analysis

2 Data Source and Methodology

2.1 Data Sources and Pre-processing

2.2 Research Methods

3 Results

3.1 Annual Publication Outputs Analysis

3.2 The Publication of the Countries and Institutions Analysis

3.3 High-Quality Journals Analysis

3.4 Highly Cited Scholar Representatives Analysis

3.5 High-Influence Literature Analysis

3.6 Visual Analysis of Author Relationships

3.7 Visual Analysis of Countries Cooperation

3.8 Visual Analysis of Organizations Cooperation

3.9 Visual Analysis of High Frequency Keywords

4 Conclusions and Outlook

DDPG-FL: A Reinforcement Learning Approach for Data Balancing in Federated Learning

2 Related Work

2.1 The Non-IID Challenge in Federated Learning

2.2 Federated Learning Algorithms on Non-IID Data Distribution

2.3 Deep Reinforcement Learning for Federated Learning

3 DDPG-FL

3.1 Formulation and Motivation

3.2 Workflow

3.3 DRL Settings

4 Experiment

4.1 Experimental Setup

4.2 Experiment Results

5 Conclusion

References.

Adaptive Recovery with Reinforcement Learning in Cloud-of-Clouds Storage Systems

2 Background and Motivation

2.1 Preliminary of Cloud-of-Clouds Storage

2.2 Measurement Setup

2.3 Measurement Results

2.4 Beyond the Regeneration Process: A Motivation Example

3 System Modeling and Problem Formulation

3.1 Network Topology

3.2 Network Traffic for Cooperative Regeneration Tree

3.3 Network Traffic Optimization

3.4 Expectation of Regeneration Time

4 Proposed RLDR Scheme

4.1 Generating Regeneration Tree

4.2 Expect Regeneration Time Updating

4.3 Reinforcement Learning Based Data Recovery

5 Experiments

5.1 Experimental Setup

5.2 Advantage of Our RLDR Scheme

DAG: A Lightweight and Real-Time Edge Defense Model for IoT DDoS Attacks

2 System Modeling

2.1 Task Definition

2.2 Sequence Model

2.3 ShuffleNet

3 DDoS Attack Guard Scheme

3.1 Bi-GRU Module

3.2 ShuffleNet Module

3.3 Loss

4 Evaluation

A Data Publishing Method for Trajectory Privacy Classification Based on Differential Privacy

3 Trajectory Data Publishing Method

3.1 Methodology and Procedure

3.2 Trajectory Privacy Classification

3.3 Differential Privacy Protection

4 Experimental Analysis

4.1 Experimental Datasets and Environments

4.2 Algorithmic Analysis

5 Conclusions

Towards Anomaly Traffic Detection with Causal Interpretability Methods

2 Literature Review

3 Interpretable Anomaly Detection with SCM Construction and Pruning

3.1 Introduction to the Holistic Approach

3.2 Remove the False Associations Between Features

3.3 Feature Selection Based on Causal Effect

3.4 Counterfactual Diagnosis.

4 Detection Performance Evaluation

4.2 Experimental Results and Analysis

Multi-class Intrusion Detection System in SDN Based on Hybrid LSTM Model

3 Methodology

4 Experiments and Results

Design and Implementation of Computing Based Service Chain Orchestration Framework

2 System Design of the C-SFC Framework

2.1 Computing Power Awareness and Modeling

2.2 Computing Power Identification and Tracking

2.3 Computing Power Orchestration and Management

3 Algorithm Design

4 Experimental Environment

5 Experimental Results

6 Summary

Towards Smart Stream Scheduler for Multipath QUIC in Heterogeneous Networks

2.1 Schedulers Based on Round-Robin Strategy

2.2 Schedulers Based on Path Characteristics

2.3 Stream-Aware Schedulers

3 Framework Design

4 Algorithm Design

4.1 DDQN Stream Scheduling Model Definition

4.2 Update and Stream Scheduling Process of DDQN Algorithm

5 Experimental Analysis

5.1 Algorithm Implementation and Experimental Setup

5.2 Performance Evaluation

VotePipe: Efficient Heavy Hitter Detection in Programmable Data Plane

2.1 P4 Language and Programmable Switch

2.2 Related Work and Limitations

3 Design Goals

4 VotePipe Design

4.1 Flow Count Decay Mechanism

4.2 Flow Filtering and Updating Mechanism

5 VotePipe Architecture

5.1 Overall Architecture

5.2 Data Structure

5.3 Workflow

5.4 Control Plane

5.5 Key Parameter Determination

6 Implementation

6.1 Data Structure

6.2 Deploy Register Arrays and Relevant Actions

7 Evaluations

7.1 Experimental Setup.

7.2 Baseline Algorithms and Metrics

7.3 Experimental Results

8 Conclusion

SDN Based Network Path Planning Optimization for Printing Cloud Service

3 Proposed Optimization Method(s)

3.1 Smart Contract

3.2 QoS-Aware Path Planning Algorithm

3.3 Link State Alert Mechanism

A Survey on Security Issues of SDN Controllers

1 Introduce

1.1 Software Defined Network

1.2 Safety Hazards of SDN Controllers

2 Controller Security Threats

2.1 Scan Attack

2.2 DDoS Attacks

2.3 Packet Injection

2.4 Flow Rule Tampering

2.5 Fake Controller

2.6 Malicious Applications

2.7 Unsafe API

2.8 Brief Summary

3 Analysis of Common Controller Safety Measures

3.1 ONOS

3.2 Ryu

3.3 OpenDaylight

4 Future Development Trends of SDN Controller Security Defense

4.1 IDS

4.2 MTD

5 Summary

Author Index.

ISBN:

981-9738-90-3