Xiaojun Cao
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View article: Employing Fully Asymmetric Building Block Toward High‐Performance Stretchable Active Layer for Organic Solar Cells
Employing Fully Asymmetric Building Block Toward High‐Performance Stretchable Active Layer for Organic Solar Cells Open
Stretchable organic solar cells (SOSCs) show remarkable promise to provide energy to wearable electronic devices. Despite the rigid organic solar cells (OSCs) have made power conversion efficiencies (PCEs) of over 20%, tensile properties o…
View article: BPS-FL: Blockchain-Based Privacy-Preserving and Secure Federated Learning
BPS-FL: Blockchain-Based Privacy-Preserving and Secure Federated Learning Open
Federated Learning (FL) enables clients to securely share gradients computed on their local data with the server, thereby eliminating the necessity to directly expose their sensitive local datasets. In traditional FL, the server might take…
View article: Efficient Zero-Trust-enabled Service Function Chain Deployment in Multi-Vendor Networks
Efficient Zero-Trust-enabled Service Function Chain Deployment in Multi-Vendor Networks Open
With the advent of zero trust (ZT) security architectures, vendors can bolster their services' security by continuously verifying every end-to-end traffic flow through the policy enforcement point (PEP). However, the demand for dedicated h…
View article: Towards Reliable Federated Learning Using Blockchain-Based Reverse Auctions and Reputation Incentives
Towards Reliable Federated Learning Using Blockchain-Based Reverse Auctions and Reputation Incentives Open
In recent years, the explosion of big data has presented unparalleled opportunities for the advancement of machine learning (ML). However, the vast size and sensitive nature of these datasets present significant challenges in terms of priv…
View article: Recent Advances in Optical Wireless Communications for 6G, WLANs and Beyond
Recent Advances in Optical Wireless Communications for 6G, WLANs and Beyond Open
Current changes of information creation, sensing, sharing, and consumption in our community, business, and industry have stimulated data traffic surge. Next generation communication networks are evolving with the goal of providing high dat…
View article: Influence of Abrasive Hardness on Chemical Mechanical Polishing of 304 Stainless Steel
Influence of Abrasive Hardness on Chemical Mechanical Polishing of 304 Stainless Steel Open
In order to improve the quality in chemical mechanical polishing (CMP) of stainless steel and the material removal rate (MRR), 6 kinds of abrasives were used to do the CMP test of 304 stainless steel. In this paper, the 6 kinds of abrasive…
View article: Multi-Time Scale Trading Simulation of Source Grid Load Storage Based on Continuous Trading Mechanism for China
Multi-Time Scale Trading Simulation of Source Grid Load Storage Based on Continuous Trading Mechanism for China Open
The proportion of new energy in power systems is increasing yearly. How to deal with the adverse impact of new energy output uncertainty on its participation in trading from the mechanism level is an urgent problem in China that must be so…
View article: Big Data Analysis and Prediction System Based on Improved Convolutional Neural Network
Big Data Analysis and Prediction System Based on Improved Convolutional Neural Network Open
This paper presents a big data analysis and prediction system based on convolutional neural networks. Continuous template matching technology is used to analyze the distributed data structure of big data, and the information fusion process…
View article: Service Function Chaining with Deterministic Fault Tolerance in Optical Edge Networks
Service Function Chaining with Deterministic Fault Tolerance in Optical Edge Networks Open
In the upcoming 5G-and-beyond era, ultra-reliable low-latency communication (URLLC) services will be ubiquitous in edge networks. To improve network performance and quality of service (QoS), URLLC services could be delivered via a sequence…
View article: Towards Optimal Parallelism-Aware Service Chaining and Embedding
Towards Optimal Parallelism-Aware Service Chaining and Embedding Open
Emerging 5G technologies can significantly reduce end-to-end service latency for applications requiring strict quality of service (QoS). With network function virtualization (NFV), to complete a client’s request from those applications, th…
View article: Towards Optimal Parallelism-Aware Service Chaining and Embedding
Towards Optimal Parallelism-Aware Service Chaining and Embedding Open
Emerging 5G technologies can significantly reduce end-to-end service latency for applications requiring strict quality of service (QoS). With network function virtualization (NFV), to complete a client’s request from those applications, th…
View article: Service Function Chaining with Deterministic Fault Tolerance in Optical Edge Networks
Service Function Chaining with Deterministic Fault Tolerance in Optical Edge Networks Open
In the upcoming 5G-and-beyond era, ultra-reliable low-latency communication (URLLC) services will be ubiquitous in edge networks. To improve network performance and quality of service (QoS), URLLC services could be delivered via a sequence…
View article: Coronavirus pandemic analysis through tripartite graph clustering in online social networks
Coronavirus pandemic analysis through tripartite graph clustering in online social networks Open
The COVID-19 pandemic has hit the world hard. The reaction to the pandemic related issues has been pouring into social platforms, such as Twitter. Many public officials and governments use Twitter to make policy announcements. People keep …
View article: Practice of generation-grid-load-storage interactive transaction considering clean energy consumption
Practice of generation-grid-load-storage interactive transaction considering clean energy consumption Open
Jiangsu power exchange center Co., Ltd. actively researches and develops the generation-grid-load-storage interactive trading considering clean energy consumption from the perspective of provincial situation, network situation and market e…
View article: Computer-aided Research on the Translation Ability Cultivation Model of Chinese College English Interdisciplinary Talents
Computer-aided Research on the Translation Ability Cultivation Model of Chinese College English Interdisciplinary Talents Open
The trend of global economic integration has intensified the Chinese society’s demand for English-speaking compound talents. Coupled with the rapid economic development of today’s society, my country’s economic and cultural progress has al…
View article: Blockchain-Based Decision Tree Classification in Distributed Networks
Blockchain-Based Decision Tree Classification in Distributed Networks Open
In a distributed system such as Internet of things, the data volume from each node may be limited. Such limited data volume may constrain the performance of the machine learning classification model. How to effectively improve the performa…
View article: Market-Oriented Consumption Model Based on the Joint Tracking of Renewable Energy Generation Curve of “Shared Energy Storage & Demand Side Resources”
Market-Oriented Consumption Model Based on the Joint Tracking of Renewable Energy Generation Curve of “Shared Energy Storage & Demand Side Resources” Open
The fluctuation of renewable energy output brings many challenges to the operation of power system, which also indirectly affects the consumption of renewable energy. This paper proposes a market-oriented consumption model based on “shared…
View article: Study on Fault Diagnosis of Optical Measurement Equipment Based on Fault Tree Analysis
Study on Fault Diagnosis of Optical Measurement Equipment Based on Fault Tree Analysis Open
A kind of method about fault diagnosis of optical measurement equipment based on fault tree analysis(FTA) is proposed. Firstly the system is decomposed into several subsystems by control loop, and then generated the fault tree for each con…
View article: Disseminating authorized content via data analysis in opportunistic social networks
Disseminating authorized content via data analysis in opportunistic social networks Open
Authorized content is a type of content that can be generated only by a certain Content Provider (CP). The content copies delivered to a user may bring rewards to the CP if the content is adopted by the user. The overall reward obtained by…
View article: A Collaborative Pricing Framework for In-Network Caching in Information- Centric Networking
A Collaborative Pricing Framework for In-Network Caching in Information- Centric Networking Open
As a promising future Internet architecture, information-centric networking (ICN) takes the content as the focal point while shifting away from the traditional host-centric paradigm. The content-oriented feature and in-network caching from…
View article: Inverse incoherent engineering
Inverse incoherent engineering Open
We propose a protocol to construct shortcuts of adiabaticity for open quantum systems in unitary evolution. Using the dynamical invariants of open quantum systems, we design a convenient form of the driver Hamiltonian to accelerate the adi…
View article: Research on Software Composition Algorithm for Antenna Arraying Based on Data of Chang'e
Research on Software Composition Algorithm for Antenna Arraying Based on Data of Chang'e Open
Lunar exploration data of Chang'e-3 is collected using two measurement & control stations 60 kilometers apart. The data is synthesized by Sumple algorithm and simulation experiments are carried out using Matlab. The synthetic efficiency is…