Static Consensus in Passifiable Linear Networks by Ibragim A. Junussov

“…Necessary and sufficient conditions for static consensus by output feedback in networks consisting of certain class of double integrators are rediscovered. Scalability for circle digraph in terms of gain magnitudes is studied. …”
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Fast intra prediction algorithm applied in QS enhancement layer by WANG Da-yong1 SHU Jian2

“…A fast intra coding algorithm was proposed which was suitable for enhancement layer in quality salability.Base on the coding structure of quality scalability,our algorithm used the relationships between layers,the relationships between rate distortion and modes,and temporal and spatial relationships to predict the modes and coding order to be ap-plied,with an early termination determined by the relationships between quantization parameters and modes,residual co-efficients,and rate distortion.The experimental results show that the encoding speed of the proposed algorithm can be improved by 70%,with negligible coding loss.…”
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Survey of research on future network architectures by Tao HUANG, Jiang LIU, Ru HUO, Liang WEI, Yun-jie LIU

“…Nowadays, the Internet is facing unprecedented challenges, including scalability, security, management, mobil-ity, content distribution capability, and energy saving, etc., which are difficult to solve through incremental development. …”
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Revolutionizing load harmony in edge computing networks with probabilistic cellular automata and Markov decision processes by Dinesh Sahu, Nidhi, Rajnish Chaturvedi, Shiv Prakash, Tiansheng Yang, Rajkumar Singh Rathore, Lu Wang, Sabeen Tahir, Sheikh Tahir Bakhsh

“…Key performance parameters, such as load variance, convergence time, and scalability, validate the robustness of the proposed model. …”
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Optimizing demand response and load balancing in smart EV charging networks using AI integrated blockchain framework by Arvind R. Singh, R. Seshu Kumar, K. Reddy Madhavi, Faisal Alsaif, Mohit Bajaj, Ievgen Zaitsev

“…Abstract The integration of Electric Vehicles (EVs) into power grids introduces several critical challenges, such as limited scalability, inefficiencies in real-time demand management, and significant data privacy and security vulnerabilities within centralized architectures. …”
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Research on the development of intelligent computing network for large models by GUO Liang, WANG Shaopeng, QUAN Wei, LI Jie

“…As deep learning models with huge parameters and complex structures, large model training requires fast synchronization of training parameters between multiple cards and servers, which imposes higher requirements on the bandwidth, latency, reliability, scalability and security of datacenter networks. The requirements and related key technologies of intelligent computing networks for large model training were studied, and the standard specifications, academic research, and case practices of intelligent computing networks were analyzed, in order to promote the development of intelligent computing networks.…”
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Research and implementation of network transmission situation awareness by ZHUO Ying, GONG Chun-ye, GONG Zheng-hu

“…The advanced ideas of situation awareness were introduced to network transmission and NTSA（network transmission situation awareness） model was established based on spatial traffic clustering.Around the key technologies of the model,situation factors were selected according to information gain and mutual information;a high-dimensional data stream clustering algorithm for transmission pattern partition as well as a topology importance analysis method of network element based on graph theory were proposed;furthermore,a NTSA prototype system was designed and imple-mented.The experiment results on real datasets demonstrate the efficiency,effectiveness and scalability.…”
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Survivability strategy with conditional risk disjunction degree in multi-domain optical networks by ZHAO Ji-hong1, QU Hua2, WANG Li1, MAO Hong-bao1

“…A survivability strategy based on CRDD（conditional risk disjunction degree） in multi-domain optical networks was provided in order to overcome the defect of the scalability constrained and provide differentiated service. …”
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Entanglement-Enhanced Atomic Gravimeter by Christophe Cassens, Bernd Meyer-Hoppe, Ernst Rasel, Carsten Klempt

“…Interferometry with Bose-Einstein condensates combined with delta-kick collimation minimizes atom loss in and improves scalability of the interferometer to very-long-baseline atom interferometers.…”
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Research of proactive complex event processing method by Shao-feng GENG, Yong-heng WANG, Ren-fa LI, Jia ZHANG

“…Based on the preliminary analysis results of the indeterminate event stream that generated by the sensors and control purpose equipment of CPS,the adaptive dynamic Bayesian network and parallel Markov decision process model were used to support the proactive complex event processing.In order to resolve the vast state space issue of Markov decision process for large CPS,states partition and reward decomposition methods were proposed to parallel the decision making process.The experimental result based on the simulation of traffic network shows that proposed method can process event stream effectively and has favorable scalability.…”
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Design and research of clearing-settlement platform based on blockchain technology by Shuting LI, Jinke LIU, Na CHEN

“…The business status of domestic roaming and clearing services of telecom operators and the problems and challenges faced after the arrival of 5G were analyzed.The blockchain technology represented by distributed ledgers and smart contracts were introduced,and the domestic clearing-settlement platform based on blockchain technology was formulated.The solution was elaborated from the logic architecture,business architecture,transaction flow and scalability of the clearing platform.Finally,based on the landing plan of the domestic clearing platform,combined with the business development needs under the new situation,the design ideas of partner settlement,inter-network settlement and international roaming settlement were provided.…”
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Research on multi-tenant data partition mechanism for SaaS application based on shared schema by Xiao-na LI, Qing-zhong LI, Lan-ju KONG, Cheng PANG

“…In SaaS model,the multi-tenant data using shared schema partitioned in multiple nodes of the cloud environment was put forward in advance.Based on this,a data partition model and algorithm for multi-tenants to support SaaS application was proposed.Through comparsion with many data partition technology and cloud database solutions mainly for analysis application and lack of transaction support,the theoretical analysis and experimental results reveal that the proposed data partition mechanism can effectively realize the dynamic scalability of the system in cloud environment,at the same time to minimize the cost of the distributed transaction.…”
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Intent driven Internet of things by Jiaming ZHANG, Chungang YANG, Lei PANG, Jiandong LI

“…Intent driven network (IDN) is an emerging network technology.With its advantages in intent translation,closed-loop verification and automate deployment,it has become another revolutionary network technology after software-defined network (SDN).Aiming at the problem of weak scalability,difficult data management and poor security performance in the current development of the Internet of things,the SDN-based intent driven Internet of things was proposed,and the north-south interface and other key technologies were introduced.Aiming at the consistency problem of multi-intention northbound interface,an intentional-conflict decomposition strategy was proposed,which is proved to be effective by simulation.…”
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Researcb on Progress of Identifier Mecbanisms in Future Internet Arcbitecture by Ling Cai, Jinkuan Wang

“…The identifier system of current internet is based on IP address and characterized by binding the identity and location, so it can't adapt well to multi-demands of future internet, such as scalability, mobility and safety. The various international mainstream identifier systems of future internet architecture were classified firstly, which were summed up along the two development routes, one was incremental route, and another was clean-slate route. …”
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Congestion control protocol design based on delay parameters for layered multicast communication by BIAN Jing1, WANG Ze-qiang1, ZHANG Guang-zhao2, YANG Yi-qiang3

“…A congestion control mechanism,BDP（based on delay parameters） was presented to be used in receiver-driven layered multicast for multimedia transmission.Based on the dynamic varying of delay parameters,BDP can estimate the path’s available bandwidth for adaptive decision of layer join in order to provide guarantee of efficient network resources utilization,and can forecast the network congestion state in quick response to it.The ns2 simulation results show that BDP can achieve scalability,stability,fast convergence and be superior to MRAAR-MT protocol in TCP fairness.…”
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The Use of Low Temperature Detectors for Direct Measurements of the Mass of the Electron Neutrino by A. Nucciotti

“…Since low temperature detectors were first proposed for neutrino physics experiments in 1984, there has been tremendous technical progress: today this technique offers the high energy resolution and scalability required to perform competitive experiments challenging the lowest electron neutrino masses. …”
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Review on cross-chain technology research of blockchains by Chuannian SHEN

“…With the in-depth development and continuous innovation of blockchain technology, blockchain networks suitable for different application scenarios and design requirements have emerged as the times require, the mutual independence of blockchains inevitably forms the value island effect of the blockchain.Cross-chain technology is an important technical means to realize industrial collaboration and value circulation between different blockchains and improve their interoperability and scalability.Firstly, the basic concept of cross-chain was introduced.And then, the technical difficulties of cross-chain, the technical characteristics of the main mechanism of cross-chain, and the security of cross-chain were analyzed in detail.Finally, the challenges faced by the current cross-chain technology were introduced, and the future development of cross-chain technology was prospected.…”
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Multi-domain optical network virtual technology based on SDN by Shidong LIU, Pan WANG

“…At the same time，storage access to massive amounts of data is a very high requirement for the scalability of the distributed storage architecture. …”
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Decentralized improvement on floor control mechanism for PoC by Hai-peng LIU, Jian-xin LIAO, Xiao-min ZHU

“…TBCP(talk burst control protocol)has been defined as the floor control mechanism for PoC(push to talk over cellular)service by OMA(open mobile alliance).It is a centralized controlling mechanism which has several limitations as other central approaches have,such as bottleneck effect,bad scalability,high maintenance cost of the central node,etc.In order to overcome the deficiencies of TBCP,two novel distributed floor control mechanisms were put forward,TBCP/DQ(distributed queue) and TBCP/MQ(mobile queue).After analytical and experimental evaluations,the new approaches serve well for PoC and even all CMA(collaborative multimedia application)services.…”
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Survey of control and management mechanisms for time-sensitive network by Shuo WANG, Shuwen YIN, Hua LU, Jidong ZHANG

“…Time-sensitive network can provide deterministic transmission services with bounded low latency for applications.Besides, it brings a unified architecture and standards to heterogeneous real-time Ethernet in the industry.However, the implementation and deployment of time-sensitive network based on IEEE Std 802.1Qcc face many challenges in various application scenarios.The research on the control and management mechanisms in time-sensitive network was summarized.Then the problems to be solved were analyzed and summarized from transmission performance, scalability and technology fusion.The latest research progress of control and management mechanisms was shown.The open issues and future research directions were discussed.…”
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