Data access layer ≈ Data access layer
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Big Data technologies: A survey Open
Developing Big Data applications has become increasingly important in the last few years. In fact, several organizations from different sectors depend increasingly on knowledge extracted from huge volumes of data. However, in Big Data cont…
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Effective Intrusion Detection System Using XGBoost Open
As the world is on the verge of venturing into fifth-generation communication technology and embracing concepts such as virtualization and cloudification, the most crucial aspect remains “security”, as more and more data get attached to th…
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Deployment of IoV for Smart Cities: Applications, Architecture, and Challenges Open
The Internet of Vehicles (IoV) is a convergence of the mobile Internet and the Internet of Things (IoT), where vehicles function as smart moving intelligent nodes or objects within the sensing network. This paper gives two contributions to…
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Automated global delineation of human settlements from 40 years of Landsat satellite data archives Open
This paper presents the analysis of Earth Observation data records collected between 1975 and 2014 for assessing the extent and temporal evolution of the built-up surface in the frame of the Global Human Settlement Layer project. The scale…
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Rapid in-season mapping of corn and soybeans using machine-learned trusted pixels from Cropland Data Layer Open
A timely and detailed crop-specific land cover map can support many agricultural applications and decision makings. However, in-season crop mapping over a large area is still challenging due to the insufficiency of ground truth in the earl…
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SafeCity: Toward Safe and Secured Data Management Design for IoT-Enabled Smart City Planning Open
The interaction among different Internet of Things (IoT) sensors and devices become massive and insecure over the Internet as we probe to smart cities. These heterogeneous devices produce an enormous amount of data that is vulnerable to va…
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A New Layered Architecture for Future Big Data-Driven Smart Homes Open
In this paper, a new layered architecture is proposed for big data-driven processing and management of future smart homes. The proposed Representational State Transfer (REST)-based architecture includes seven layers: physical, fog-computin…
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Validation and refinement of cropland data layer using a spatial-temporal decision tree algorithm Open
Space-based crop identification and acreage estimation have played a significant role in agricultural studies in recent years, due to the development of Remote Sensing technology. The Cropland Data Layer (CDL), which was developed by the U…
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Enhanced Secured Map Reduce layer for Big Data privacy and security Open
The publication and dissemination of raw data are crucial elements in commercial, academic, and medical applications. With an increasing number of open platforms, such as social networks and mobile devices from which data may be collected,…
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Development of a Smart City Platform Based on Digital Twin Technology for Monitoring and Supporting Decision-Making Open
Information and communication technology’s role in developing smart city platforms has allowed cities to grow smarter in recent years. In order to develop a smart city platform, digital twin technology can be implemented to monitor and sim…
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Design and Implementation of Poultry Farming Information Management System Based on Cloud Database Open
Aiming at breaking down the bottleneck problems of different scale of poultry farms, the low profitability of poultry farming, and backward information management in China, a safe and efficient information management system for poultry far…
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A Possible Role of Copernicus Sentinel-2 Data to Support Common Agricultural Policy Controls in Agriculture Open
Farmers that intend to access Common Agricultural Policy (CAP) contributions must submit an application to the territorially competent Paying Agencies (PA). Agencies are called to verify consistency of CAP contributions requirements throug…
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A Comprehensive and Effective Framework for Traffic Congestion Problem Based on the Integration of IoT and Data Analytics Open
Traffic congestion is still a challenge faced by most countries of the world. However, it can be solved most effectively by integrating modern technologies such as Internet of Things (IoT), fog computing, cloud computing, data analytics, a…
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Emerging Applications of Blockchain Technology on a Virtual Platform for English Teaching and Learning Open
To extend a broad application of blockchain technology to the fields of online English education, this paper aims to improve a virtual platform for English teaching and learning of landscape design majors, mainly composed of presentation l…
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An IoT-Based Life Cycle Assessment Platform of Wind Turbines Open
Life cycle assessment (LCA) is conducive to the change in the wind power industry management model and is beneficial to the green design of products. Nowadays, none of the LCA systems are for wind turbines and the concept of Internet of Th…
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A Remote Monitoring and Diagnosis Method Based on Four-Layer IoT Frame Perception Open
In this study, a real-time remote monitoring and fault diagnosis method has been developed based on the Internet of Things (IoT) frame perception, and successfully applied to a mine hoist system. The proposed method combines the sensor tec…
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Wireless Network Architecture for Cyber Physical Wind Energy System Open
There is a growing interest to increase the grid integration of large-scale wind power farms (WPF). As most WPFs are located in remote areas where abundant wind resources are available, these sites are lacking communication infrastructures…
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LoRa technology MAC layer operations and Research issues Open
International audience
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Integrating Heterogeneous Biomedical Data for Cancer Research: the CARPEM infrastructure Open
Summary Cancer research involves numerous disciplines. The multiplicity of data sources and their heterogeneous nature render the integration and the exploration of the data more and more complex. Translational research platforms are a pro…
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Fault Diagnosis Method for a Mine Hoist in the Internet of Things Environment Open
To reduce the difficulty of acquiring and transmitting data in mining hoist fault diagnosis systems and to mitigate the low efficiency and unreasonable reasoning process problems, a fault diagnosis method for mine hoisting equipment based …
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When crops meet machine vision: A review and development framework for a low-cost nondestructive online monitoring technology in agricultural production Open
The Food and Agriculture Organization (FAO) has indicated that digital technology is key for improving the resilience of food systems. Smart models have been developed for agricultural water, fertilizer, medicine, and environmental regulat…
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Rethinking the Identification of Urban Centers from the Perspective of Function Distribution: A Framework Based on Point-of-Interest Data Open
Urban spatial structure has a significant impact on the sustainable development of cities. An important step of urban spatial structure analysis is the identification of urban centers. From the perspective of urban function distribution, t…
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A Resource Service Model in the Industrial IoT System Based on Transparent Computing Open
The Internet of Things (IoT) has received a lot of attention, especially in industrial scenarios. One of the typical applications is the intelligent mine, which actually constructs the Six-Hedge underground systems with IoT platforms. Base…
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Survey on Traffic Management in Data Center Network: From Link Layer to Application Layer Open
Due to the explosive growth of all kinds of Internet services, data centers have become an irreplaceable and vital infrastructure to support this soaring trend. Compared with traditional networks, data center networks (DCNs) have unique fe…
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Design and Implementation of Energy Management System Based on Spring Boot Framework Open
This paper designs and implements an energy management system based on the Spring Boot framework. The system mainly includes three layers, which are the data collection layer, the business logic layer, and the display interface layer from …
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The digital layer: alternative data for regional and innovation studies Open
The lack of large-scale data revealing the interactions amongfirms has constrained empirical studies.Utilizing relational web data has remained unexplored as a remedy for this data problem. Weconstructed a Digital Layer by scraping the int…
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The System Architecture of Smart Water Grid for Water Security Open
Architecture of smart water grid based on Internet of Things was proposed, mainly including hierarchy framework, technical system and function framework. The hierarchy framework is consists of real-time active sensing layer, interconnectin…
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Industrial IoT cross‐layer forensic investigation Open
Cross‐layer forensic investigation is addressed for Industrial Internet of Things (IIoT) device attacks in Critical Infrastructure (CI) applications. The operational motivation for cross‐layer investigation is provided by the desire to dir…
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City Digital Twin Concepts: A Vision for Community Participation Open
Community participation is seen as a means of improving the effectiveness of planning to benefit the people by empowering the people. However, a novel approach to enable community participation during the planning stage of smart city infra…
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Big data driven decision-making for batch-based production systems Open
The era of big data has brought new challenges to chemical enterprises. In order to maximize the benefits, enterprises are considering to implement intelligent service technology into traditional production systems to improve the level of …