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Shale reservoir network fracturing technology research and experiment

Jia Changgui,Li Shuangming,Wang Haitao, Jiang Tingxue

Strategic Study of CAE 2012, Volume 14, Issue 6,   Pages 106-112

Abstract:

Shale reservoir fracturing is the critical and center technology forfracture, the main goal of low porosity and low permeability shale is to form effective conductivity networkProposed the concept of network effective fracturing stimulation volume of shale ( ESRV ), in referencefracturing methods, flowback technology and other aspects.The initial shale network fracturing technique is obtained, and it has good effect in field experiment

Keywords： shale     reservoir     network fracturing    

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Analysis of the synergetic elements and mechanism for major construction projects’ technology innovationnetwork

Wang Mengjun,Liu Hui,Zhang Zhensen,Lu Yang

Strategic Study of CAE 2012, Volume 14, Issue 12,   Pages 106-112

Abstract: operation of synergetic mechanism is proved to be functional to improve the ability and efficiency of technologyThis paper which is part of the theoretical research on the technology innovation network for major constructionprojects will provide some valuable theoretical guidance for the technology innovation practice andthe technology innovation policy make of the industry.

Keywords： major construction projects     technology innovation network     synergetic elements     synergetic mechanism    

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Network Centric Warfare Operational Concept and Information Fusion Technology

Zhu Lin,Zhang Xiaonan,Xu Xingjie

Strategic Study of CAE 2005, Volume 7, Issue 3,   Pages 69-73

Abstract:

This paper discusses the key content of network centric warfare.It is pointed out that the information fusion technology is one of the biggest challenges, which networkAlso, the main research topics of information fusion technology are discussed.The developing actuality of the information fusion technology at home and overseas is concluded.At last, the paper analyzes the developing directions of information fusion technology for the network

Keywords： network centric warfare     operational concept     information fusion    

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Networking Architecture and Slicing Technology of Space–Ground Cooperative Network Based on Full-Dimension

Li Dan, Zhu Di, Shen Juan

Strategic Study of CAE 2021, Volume 23, Issue 2,   Pages 30-38 doi: 10.15302/J-SSCAE-2021.02.005

Abstract: However, the infrastructure and the deriving technology system of the existing satellite Internet stillFurthermore, a development route is proposed for the intelligent slicing technology.architecture and supported by technologies such as network resource management and control, networkThis will ultimately provide continuous impetus for the innovation of the global dynamic optimization technologyof the space–ground cooperative network resources.

Keywords： space–ground cooperative network，intelligent network slicing，full-dimension definable，networking architecture    

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Automatic discovery of stateful variables in network protocol software based on replay analysis Research Article

Jianxin HUANG, Bo YU, Runhao LIU, Jinshu SU

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 3,   Pages 403-416 doi: 10.1631/FITEE.2200275

Abstract: is usually characterized by complicated functions and a vast state space. In this type of program, a massive number of that are used to represent the evolution of the states and store some information about the sessions are prone to potential flaws caused by violations of protocol specification requirements and program logic. Discovering such variables is significant in discovering and exploiting vulnerabilities in protocol software, and still needs massive manual verifications. In this paper, we propose a novel method that could automatically discover the use of in . The core idea is that a stateful variable features information of the communication entities and the software states, so it will exist in the form of a global or static variable during program execution. Based on recording and replaying a protocol program's execution, varieties of variables in the life cycle can be tracked with the technique of dynamic instrument. We draw up some rules from multiple dimensions by taking full advantage of the existing vulnerability knowledge to determine whether the data stored in critical memory areas have stateful characteristics. We also implement a prototype system that can discover automatically and then perform it on nine programs in ProFuzzBench and two complex real-world software programs. With the help of available open-source code, the evaluation results show that the average true positive rate (TPR) can reach 82% and the average precision can be approximately up to 96%.

Keywords： Stateful variables     Network protocol software     Program analysis technology     Network security    

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Development Roadmap of Polymorphic Intelligence Network Technology Toward 2035

Li Junfei, Hu Yuxiang, Yi Peng, Wu Jiangxing

Strategic Study of CAE 2020, Volume 22, Issue 3,   Pages 141-147 doi: 10.15302/J-SSCAE-2019.11.010

Abstract:

The current infrastructure and technology system of the Internet areIt is urgent to change the network infrastructure and build a polymorphic definable and intelligent networkBased on these, the development roadmap of polymorphic definable and intelligent network in China for, addressing and routing, full-dimensional definability, network intelligence, and network robust controlintegrated network, ubiquitous interconnection of human and things.

Keywords： intelligence network     polymorphic     network architecture     full-dimension definable     robust control     development    

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Development of Intelligent Connection Computing Network Technologies

Li Dan , Hu Yuxiang , Pan Heng , Zhang Jianhui , Wu Jiangxing

Strategic Study of CAE 2023, Volume 25, Issue 6,   Pages 39-48 doi: 10.15302/J-SSCAE-2023.06.014

Abstract:

The concept and technologies of computing-network integration are stillResearch on computing task scheduling and network interconnection are still inadequate.technology (ICCNT) and propose a strategic conception and development routes for the independentand summarizes the developmental trends of computing-network integration., vertical industry network, and data center network scenarios.

Keywords： intelligent connection computing network technology     diversified protocol     integration of network     storage    

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Review on the marine radioactive-pollution monitoring and assessment technology

Chen Liqi,He Jianhua1,Lin Wuhui,YuWen, MenWu

Strategic Study of CAE 2011, Volume 13, Issue 10,   Pages 34-39

Abstract: p style="text-align: justify;">To review the marine radioactive-pollution monitoring and assessment technologyradioactivity were introduced; the development on the methods of marine radioactivity analysis and the technologyof monitoring network were appreciated, and the possibility and importance on building the methodologiesSome advice for developing marine radio-monitoring technology in China was proposed at last.

Keywords： radioactive-pollution     monitoring technology and network     assessment     ocean    

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Global Competitive Situation of 6G Key Technology R&D and China’s Countermeasures

Zhu Guangxu , Li Yang , Chen Yi , Chai Shuqi , Shi Qingjiang , Luo Zhiquan

Strategic Study of CAE 2023, Volume 25, Issue 6,   Pages 9-17 doi: 10.15302/J-SSCAE-2023.06.002

Abstract: , network technology, and security technology.It evaluates China’s global competitiveness in these key technology directions, specifically includingwireless artificial intelligence (AI), massive MIMO technology, terahertz communication, intelligentground integrated networks, AI‑native networks, computing power networks, physical layer security, networkThis urgency is aimed at facilitating a groundbreaking advancement in 6G network capabilities to meet

Keywords： 6G mobile communication     digital economy     wireless technology     network technology     security technology    

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Technology trends in large-scale high-efficiency network computing Review

Jinshu SU, Baokang ZHAO, Yi DAI, Jijun CAO, Ziling WEI, Na ZHAO, Congxi SONG, Yujing LIU, Yusheng XIA

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 12,   Pages 1733-1746 doi: 10.1631/FITEE.2200217

Abstract: is the basis for large-scale high-efficiency network computing, such as , , big data processing, andThe network technologies of network computing systems in different fields not only learn from each othercomprehensively, three , i.e., integration, differentiation, and optimization, are summarized in this paper for networkIntegration reflects that there are no clear boundaries for network technologies in different fields,what should be done in the future and industry personnel consider how to build efficient practical network

Keywords： Supercomputing     Cloud computing     Network technology     Development trends    

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The Development Trent of Advanced Communication Technology

Bi Houjie

Strategic Study of CAE 2000, Volume 2, Issue 8,   Pages 31-34

Abstract:

In this paper, the development trend of advanced communication network terminals is summarized andinstructive to point out that industrialization of communication software and development of the EDA technology

Keywords： telecommunication network     grouping     multimedium     mobility     communication terminal    

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On-Line Supervisory Technology for Q-Factor in the Optical Supervisory Channel of Optical Transport Network

Tang Yong,Sun Xiaohan,Zhang Mingde,Ding Dong

Strategic Study of CAE 2001, Volume 3, Issue 12,   Pages 71-75

Abstract:

In this paper, a hierarchical model of the optical transport network (OTN) with an optical supervisory

Keywords： optical transport network (OTN)     optical supervisory channel (OSC)     OAM     Q-factor supervision    

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Novel interpretable mechanism of neural networks based on network decoupling method

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 572-581 doi: 10.1007/s42524-021-0169-x

Abstract: The lack of interpretability of the neural network algorithm has become the bottleneck of its wide applicationdimension reduction method of high-dimensional system and reveal the calculation mechanism of the neural networkWe apply our framework to some network models and a real system of the whole neuron map of CaenorhabditisResult shows that a simple linear mapping relationship exists between network structure and network behaviorin the neural network with high-dimensional and nonlinear characteristics.

Keywords： neural networks     interpretability     dynamical behavior     network decouple    

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A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis

Frontiers of Mechanical Engineering 2023, Volume 18, Issue 2, doi: 10.1007/s11465-022-0736-9

Abstract: Recently, advanced sensing techniques ensure a large number of multivariate sensing data for intelligent fault diagnosis of machines. Given the advantage of obtaining accurate diagnosis results, multi-sensor fusion has long been studied in the fault diagnosis field. However, existing studies suffer from two weaknesses. First, the relations of multiple sensors are either neglected or calculated only to improve the diagnostic accuracy of fault types. Second, the localization for multi-source faults is seldom investigated, although locating the anomaly variable over multivariate sensing data for certain types of faults is desirable. This article attempts to overcome the above weaknesses by proposing a global method to recognize fault types and localize fault sources with the help of multi-sensor relations (MSRs). First, an MSR model is developed to learn MSRs automatically and further obtain fault recognition results. Second, centrality measures are employed to analyze the MSR graphs learned by the MSR model, and fault sources are therefore determined. The proposed method is demonstrated by experiments on an induction motor and a centrifugal pump. Results show the proposed method’s validity in diagnosing fault types and sources.

Keywords： fault recognition     fault localization     multi-sensor relations     network analysis     graph neural network    

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Multiscale computation on feedforward neural network and recurrent neural network

Bin LI, Xiaoying ZHUANG

Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6,   Pages 1285-1298 doi: 10.1007/s11709-020-0691-7

Abstract: This article intends to model the multiscale constitution using feedforward neural network (FNN) andrecurrent neural network (RNN), and appropriate set of loading paths are selected to effectively predict

Keywords： multiscale method     constitutive model     feedforward neural network     recurrent neural network    

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Title Author Date Type Operation

Shale reservoir network fracturing technology research and experiment

Jia Changgui,Li Shuangming,Wang Haitao, Jiang Tingxue

Journal Article

Analysis of the synergetic elements and mechanism for major construction projects’ technology innovationnetwork

Wang Mengjun,Liu Hui,Zhang Zhensen,Lu Yang

Journal Article

Network Centric Warfare Operational Concept and Information Fusion Technology

Zhu Lin,Zhang Xiaonan,Xu Xingjie

Journal Article

Networking Architecture and Slicing Technology of Space–Ground Cooperative Network Based on Full-Dimension

Li Dan, Zhu Di, Shen Juan

Journal Article

Automatic discovery of stateful variables in network protocol software based on replay analysis

Jianxin HUANG, Bo YU, Runhao LIU, Jinshu SU

Journal Article

Development Roadmap of Polymorphic Intelligence Network Technology Toward 2035

Li Junfei, Hu Yuxiang, Yi Peng, Wu Jiangxing

Journal Article

Development of Intelligent Connection Computing Network Technologies

Li Dan , Hu Yuxiang , Pan Heng , Zhang Jianhui , Wu Jiangxing

Journal Article

Review on the marine radioactive-pollution monitoring and assessment technology

Chen Liqi,He Jianhua1,Lin Wuhui,YuWen, MenWu

Journal Article

Global Competitive Situation of 6G Key Technology R&D and China’s Countermeasures

Zhu Guangxu , Li Yang , Chen Yi , Chai Shuqi , Shi Qingjiang , Luo Zhiquan

Journal Article

Technology trends in large-scale high-efficiency network computing

Jinshu SU, Baokang ZHAO, Yi DAI, Jijun CAO, Ziling WEI, Na ZHAO, Congxi SONG, Yujing LIU, Yusheng XIA

Journal Article

The Development Trent of Advanced Communication Technology

Bi Houjie

Journal Article

On-Line Supervisory Technology for Q-Factor in the Optical Supervisory Channel of Optical Transport Network

Tang Yong,Sun Xiaohan,Zhang Mingde,Ding Dong

Journal Article

Novel interpretable mechanism of neural networks based on network decoupling method

Journal Article

A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis

Journal Article

Multiscale computation on feedforward neural network and recurrent neural network

Bin LI, Xiaoying ZHUANG

Journal Article