intelligent, smart, Cloud, reconfigurable manufacturing, and remote monitoring, all intersect in modern industry and mark the path toward more efficient, effective, and sustainable factories. Many obstacles are found ...
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ISBN:
(纸本)9781665481526
intelligent, smart, Cloud, reconfigurable manufacturing, and remote monitoring, all intersect in modern industry and mark the path toward more efficient, effective, and sustainable factories. Many obstacles are found along the path, including legacy machineries and technologies, security issues, and software that is often hard, slow, and expensive to adapt to face unforeseen challenges and needs in this fast-changing ecosystem. Lightweight, portable, loosely coupled, easily monitored, variegated software components, supporting Edge, Fog and Cloud computing, that can be (re)created, (re)configured and operated from remote through Web requests in a matter of milliseconds, and that rely on libraries of ready-to-use tasks also extendable from remote through sub-second Web requests, constitute a fertile technological ground on top of which fourth-generation industries can be built. In this demo it will be shown how starting from a completely virgin Docker Engine, it is possible to build, configure, destroy, rebuild, operate, exclusively from remote, exclusively via API calls, computation networks that are capable to (i) raise alerts based on configured thresholds or trained ML models, (ii) transform Big data streams, (iii) produce and persist Big datasets on the Cloud, (iv) train and persist ML models on the Cloud, (v) use trained models for one-shot or stream predictions, (vi) produce tabular visualizations, line plots, pie charts, histograms, at real-time, from Big data streams. Also, it will be shown how easily such computation networks can be upgraded with new functionalities at real-time, from remote, via API calls.
The emergence of Agriculture 4.0 signifies a transformative shift in traditional farming practices, integrating cutting-edge technologies like IoT, machine learning, and robotics to support productivity and sustainabi...
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A smart city is a concept that has been gaining momentum in recent years as cities worldwide seek to improve their efficiency, sustainability, and quality of life for their residents. smart cities are constructed atop...
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ISBN:
(纸本)9783031488023;9783031488030
A smart city is a concept that has been gaining momentum in recent years as cities worldwide seek to improve their efficiency, sustainability, and quality of life for their residents. smart cities are constructed atop smartdata. Therefore, this research work focuses on the optimization of data acquisition, data sharing and data analysis. Aiming towards this evolution, the research elaborates on the advancement of smart healthcare, a novel approach for energy consumption, preparedness for a potential pandemic, innovative data encryption techniques, and vehicle-to-everything (V2X) connectivity to enable smart mobility. However, developing an intelligent ecosystem is paramount to providing citywide, reliable, high multi-Gbps peak data speeds with ultra-lowlatency. Hence, we finally focused our research on Unmanned Aerial Vehicles (UAV) assisted network optimization.
smart cameras have gained immense popularity in commercial markets for their safety and security capabilities. Yet, the prevalent design of these intelligent camera systems often compels users to cede control of their...
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ISBN:
(纸本)9798350386066;9798350386059
smart cameras have gained immense popularity in commercial markets for their safety and security capabilities. Yet, the prevalent design of these intelligent camera systems often compels users to cede control of their data to potentially untrusted service providers, such as cloud services. This relinquishment can lead to unauthorized data access by these intermediaries, posing significant security and privacy risks. The conventional solutions have been to employ privacy-enhancing technologies to bypass these intermediaries, but at the cost of increased overhead for video streaming and sharing. In our study, we introduce SecSCS, a user-centric, blockchain-based secure camera system that incorporates essential features like video streaming, sharing, deletion, and permission restoration. SecSCS integrates a blockchain-enabled user login protocol with a secure device pairing mechanism that combines visual authorization with blockchain to flexibly manage the device ownership. We utilize blockchain to provide integrity protection for the video clips stored remotely, ensuring the video data remains tamper-proof. Furthermore, we present a video frame compression and a fast video encryption method aimed at boosting the efficiency of smart camera systems. Our evaluations show that, in comparison to the leading decentralized scheme, CaCTUs, SecSCS improves the computational and communication overhead for live streaming by a factor of 12.58 and 11.29, respectively, at a frame rate of 24 fps and a resolution of 720p.
Internet of Things (IoT) technology will have an impact on every area in the future as it will make everything intelligent, which will affect everyone's daily lives. It is a network composed of many devices that c...
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Thisstudy introduces the DeepStreamNet model, an advanced framework for enhancing real-time traffic management in urban environments using adaptive IoT and sophisticated big dataanalytics. Central to our approach is ...
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Traditional soil nutrient monitoring methods are time-consuming and inefficient, relying on manual sampling and delayed laboratory testing, which hinders timely interventions and leads to resource wastage in agricultu...
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In the field of healthcare, non-adherence to medications is still a big issue, which greatly influences the patients' outcomes and the efficacy of the prescribed medications. This paper proposes a smart solution t...
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Enterprising entrepreneurs are forging a new paradigm for consumer-business interactions by leveraging the convergence of social networking platforms-such as Facebook and Twitter-and the Internet of Things (IoT). This...
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The proceedings contain 40 papers. The topics discussed include: DBFed: debiasing federated learning framework based on domain-independent;information fusion channel pruning for accelerating neural networks;multi-skil...
ISBN:
(纸本)9798350331240
The proceedings contain 40 papers. The topics discussed include: DBFed: debiasing federated learning framework based on domain-independent;information fusion channel pruning for accelerating neural networks;multi-skill policy transfer by option-based deep reinforcement learning for autonomous driving;JP-DouZero: an enhanced DouDiZhu AI based on reinforcement learning with peasant collaboration and intrinsic rewards;SolScope: effectively hunting potential permission backdoor threats in smart contracts;IoT device identification base on inter-flow correlation analysis using graph neural network;weakly supervised target-speaker voice activity detection;joint optimization of energy distribution, path selection and time allocation for smart reflector assisted mmWave communication system;INVA: an intelligent network virtualization architecture for big data platform;SAC: dynamic caching upon sketch for in-memory big dataanalytics;and a coalitional autonomous guiding model considering traffic and non-traffic participants.
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