This paper proposes an intelligent ERP system based on big data. Each unit of the system contains functions such as demand unit, performance unit, procurement unit, and financial unit. The performance management unit ...
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The characteristics of blockchain technology and emergency logistics have many internal points of convergence, which is conducive to promoting the realization of efficient, reliable and intelligent security, improving...
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The sign-sign least-mean-squares (SSLMS) algorithm has been widely used in decision feedback equalizer (DFE) adaptation. However, the convergence direction of DFE tap coefficients in the training process is closely re...
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In the scientific research work of universities, the demand of teachers and graduate students for remote experiment and office is becoming more and more common. The third-party remote control services currently used b...
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The Industry 4.0 has led to a significant transformation in manufacturing and industrial processes, characterized by increased connectivity and widespread digitalization. This revolution is driven by the convergence o...
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ISBN:
(纸本)9798350319347;9798350319354
The Industry 4.0 has led to a significant transformation in manufacturing and industrial processes, characterized by increased connectivity and widespread digitalization. This revolution is driven by the convergence of IT (Information technology) paradigms with OT (Operational technology) domains. Virtualization technology plays a crucial role in this integration, thanks to its characteristics of agility, scalability, and efficiency. This work investigates the virtualization of Programmable Logic Controllers (PLCs) and it is focused on the need for evaluating their performance. PLCs are essential components of industrial automation and are being virtualized to increase flexibility, reduce hardware dependencies, and enable seamless integration with IT infrastructures. This work proposes a methodology for evaluating the execution time of a benchmark program and the PLC real-time behavior. Experiments on a real use case demonstrate that the PLCs implemented in containers may be 50 times faster than the real ones in executing data elaboration, while no significant differences were observed in real-time communication. In any case, virtual PLCs are characterized by greater jitter with respect to real PLCs.
The retina is an essential component of the visual system, and maintaining eyesight depends on the timely and accurate detection of disorders. The early-stage detection and severity classification of diabetic retinopa...
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Precise coin recognition is part of many financial and retail applications, such as vending machines, dispensing machines or any cash-handling systems, as well as numismatic analysis. Most automated systems are proble...
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In this article, we proposed a hybrid model comprising a genetic algorithm and a decision tree for secure data exchange in autonomous vehicles (AVs). The integration of a genetic algorithm enables systematic feature o...
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More and more portable intelligent devices are connected to the Internet in recent years. A way to effectively use the isolated cyber data without involving privacy and realize the cyber intrusion anomaly detection on...
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ISBN:
(纸本)9798350395716;9798350395709
More and more portable intelligent devices are connected to the Internet in recent years. A way to effectively use the isolated cyber data without involving privacy and realize the cyber intrusion anomaly detection on the portable intelligent devices with relatively limited hardware storage resources and computing power is worth exploring. In this paper, we propose a framework of federated anomaly detection, which enables the device effectively detect the anomaly by sharing the parameters of the federated model in a fully distributed fashion. We formulate the model training problem as a distributed robust optimization problem and subsequently devise an efficient algorithm for it. Experimental studies have also been carried out to reveal the superior performance of the proposed framework and underscore the significant benefits of federated anomaly detection.
This paper introduces an advanced methodology for the design of an infinite impulse response (IIR) of order 8, utilizing the Sparrow Search Algorithm (SSA). SSA is a cuttingedge meta-heuristic optimization technique i...
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