Since the invention of cloud computing technologies, the term "cloud-native" has been used. In recent years, research into cloud-native technology has grown along with the development of cloud computing tech...
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ISBN:
(纸本)9798350386783;9798350386776
Since the invention of cloud computing technologies, the term "cloud-native" has been used. In recent years, research into cloud-native technology has grown along with the development of cloud computing technology. One of the most popular software architectures of our time, cloud-native architecture integrates cloud-native technology to conventional distributed architectures and aligns with the characteristics of modern cloud usage. This article examines the history of cloudnative technologies, warehouse information systems, and pertinent literature. It suggests a three-tier design for a Cloud-Native Warehouse Management and Control Platform (CWMCP), combining the traits of automated storage and retrieval systems (AS/RS). The study examines the functioning of the data layer, service layer, and application layer as well as their logical relationships and discusses each layer's specific design, deployment, and features in detail. Based on operational requirements of AS/RS warehouses, we developed a business analysis framework integrating algorithms, and created a prototype cloud-native warehouse management system (CWMS). We then analyzed the platform's advanced architecture and verified its effectiveness. CWMCP is in high demand and a promising trend for enabling digital and intelligent transformation of AS/RS systems.
While the potential of in-memory RRAM computation for achieving energy-efficient NNs is recognized, concerns persist about its relative scalability to support modern NNs with billions of parameters. In this context, t...
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ISBN:
(纸本)9783031783760;9783031783777
While the potential of in-memory RRAM computation for achieving energy-efficient NNs is recognized, concerns persist about its relative scalability to support modern NNs with billions of parameters. In this context, this paper presents GLoRia, a GPU-RRAM architecture and associated software stack to handle these limitations. We strategically identify the optimal NN layers for RRAM acceleration, enhancing the scalability of RRAMs for complex NN architectures and reducing energy consumption. We validate our approach using practical large CNN and GPT models, showing a 6.4x decrease in energy consumption, without compromising inference accuracy, thanks to the proposed strategy.
With the rapid evolution of digital technologies, the application of artificial intelligence (AI) in power systems has become increasingly critical to addressing the growing complexity and dynamic demands of modern en...
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In this paper, we present the results of research aimed at demonstrating that high school students are capable of understanding complex phenomena through the exploration of qualitative simulation models. To achieve th...
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ISBN:
(纸本)9783031643118;9783031643125
In this paper, we present the results of research aimed at demonstrating that high school students are capable of understanding complex phenomena through the exploration of qualitative simulation models. To achieve this, we adopted the approach of Learning by modeling using techniques developed in an area of Artificial Intelligence (AI) called Qualitative Reasoning (QR). As a tool for constructing and simulating qualitative models, we used the DynaLearn platform, which diagrammatically displays possible causal relationships between the components of a system and representations of mathematical functions, allowing for the calculation of qualitative values of system properties. Thirty-nine students from the first grade of high school participated in this study, from a federal public school, in Brazil. Data collection took place through questionnaires and semi-structured interviews. The data showed that qualitative modeling is an important tool for students to think about dynamic systems, as opposed to a one-sided view. Indeed, students understood the structure and functioning of the system, distinguishing the main elements that make up the system, as well as recognizing concepts of system Dynamics (SD), such as feedback mechanisms. The data allow us to consider that the construction and manipulation of qualitative simulation models by students contribute to the understanding of complex systems in the classroom.
For development and application of the system Identification in Dynamic Design Solution and Health Monitoring of Civil Engineering Structures, based on author's awarded project (MF-046), related facility has been ...
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ISBN:
(纸本)9783031734168;9783031734175
For development and application of the system Identification in Dynamic Design Solution and Health Monitoring of Civil Engineering Structures, based on author's awarded project (MF-046), related facility has been established at the Department of Civil Engineering, Ondokuz Mayis University, Turkey in 2002-2003 years. And it was the first in this field. FE model updating was performed through an optimization procedure that starts from a sensitivity analysis to find the most influential model parameters on the modal properties of the system. The updated model was used as a benchmark to define the properties of a model, with which an assessment of the vulnerability of the structure. The presented research offers an overview of monitoring systems, alongside highlighting major findings concerning the dynamic response properties of monitored structures, with a particular focus on: -finite element calibration of reinforce concrete and steel structures;steel structures with cable elements;steel structures retrofitted with CFRP;possibility using micro tremor data on ground level for ambient excitation in shaking tables;aliasing (bound checking) problems for extracting modal and physical parameters;and others like this.
computer-based collaborative office automation systems enable resource sharing and information collaboration through computer network technology, widely enhancing the efficiency of businesses and organizations. In the...
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This paper introduces an L1-regularized conformable fractional grey model (CFGM-L1) optimized using the hiking optimization algorithm (HOA). The CFGM-L1 model aims to enhance predictive accuracy by addressing the limi...
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This paper introduces a parametric design system for mortise and tenon structure based on Solid Works. Parametric design is utilized in the design of mortise and tenon structure models, and VB is used as a secondary d...
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The study explores the terrain of data analysis by delving into Data Insights Nexus, a comprehensive system at the forefront of this field. The application integrates machine learning modeling, dynamic 2D/3D visualiza...
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This article delves into the application of computer 3D vision technology in multimedia graphic design systems, aiming to explore how to improve design quality by enhancing the depth and interactivity of visual commun...
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ISBN:
(纸本)9798400716959
This article delves into the application of computer 3D vision technology in multimedia graphic design systems, aiming to explore how to improve design quality by enhancing the depth and interactivity of visual communication. By integrating advanced 3D graphics processing algorithms, this study successfully developed a highly modular design system that can achieve complex 3D model rendering, support real-time lighting effects, and provide a user-friendly interactive interface. The system adopts GPU (General Processing Unit) acceleration technology, optimizes rendering pipelines, and ensures efficient graphics rendering performance. The research results indicate that in the testing of system response, it can be found that the response time is shorter than that of the improved system, with an average response time of 0.48 seconds, while the average response time of traditional systems is 1.2 seconds. It can be seen that the system in this article operates smoothly in the UI (User Interface), and can maintain a good user experience even when dealing with complex design tasks. The results of this study not only broaden the application scope of computer 3D vision in the field of multimedia design, but also lay the foundation for subsequent research and development of related technologies.
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