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Predictive Analytics in Cloud, Fog, and Edge Computing Perspectives and Practices of Blockchain, IoT, and 5G
This book covers the relationship of recent technologies (such as Blockchain, IoT, and 5G) with the cloud computing as well as fog computing, and...
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UGV-awareness task placement in edge-cloud based urban intelligent video systems
With the development of Mobile Edge Computing, driverless, 5 G, and related techniques, Edge-Cloud based Urban Intelligent Video Systems are...
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A computational resources scheduling algorithm in edge cloud computing: from the energy efficiency of users’ perspective
Nowadays, research in the field of task offloading not only pays attention to the computing performance of computing nodes, but also pays attention...
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A cloud-edge-device collaborative offloading scheme with heterogeneous tasks and its performance evaluation
How to collaboratively offload tasks between user devices, edge networks (ENs), and cloud data centers is an interesting and challenging research...
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A deep analysis of nature-inspired and meta-heuristic algorithms for designing intrusion detection systems in cloud/edge and IoT: state-of-the-art techniques, challenges, and future directions
The number of cloud-, edge-, and Internet of Things (IoT)-based applications that produce sensitive and personal data has rapidly increased in recent...
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STROVE: spatial data infrastructure enabled cloud–fog–edge computing framework for combating COVID-19 pandemic
The outbreak of 2019 novel coronavirus (COVID-19) has triggered unprecedented challenges and put the whole world in a parlous condition. The impacts...
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DU-Net-Cloud: a smart cloud-edge application with an attention mechanism and U-Net for remote sensing images and processing
In recent ages, the use of deep learning approaches to extract ground object information from remote sensing high-resolution images has attracted...
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An edge-cloud collaborative computing platform for building AIoT applications efficiently
The convergence of Artificial Intelligence (AI) and the Internet of Things (IoT), or AIoT, has breathed a new life into IoT operations and...
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IoT workload offloading efficient intelligent transport system in federated ACNN integrated cooperated edge-cloud networks
Intelligent transport systems (ITS) provide various cooperative edge cloud services for roadside vehicular applications. These applications offer...
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SECAI – Sustainable Heating through Edge-Cloud-based AI Systems
Approximately 18% of CO2 emissions in Germany are caused by the heating, cooling and hot water supply of buildings, with more than 75% of households...
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Task scheduling in edge-fog-cloud architecture: a multi-objective load balancing approach using reinforcement learning algorithm
The rapid development of internet of things (IoT) gadgets and the increase in the rate of sending requests from these devices to cloud data centers...
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An Edge-Cloud Collaborative Computing System for Real-Time Internet-of-Things Applications
Edge-cloud collaborative computing system (ECCS) can combine the advantages of edge computing system’s low computing latency and cloud computing...
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SLO-Aware DL Job Scheduling for Efficient FPGA-GPU Edge Cloud Computing
Deep learning applications have become increasingly popular in recent years, leading to the development of specialized hardware accelerators such as...
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A Cloud-Edge-Based Multi-Objective Task Scheduling Approach for Smart Manufacturing Lines
The number of task demands created by smart terminals is rising dramatically because of the increasing usage of industrial Internet technologies in...
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Towards Characterization of Edge-Cloud Continuum
Internet of Things and cloud computing are two technological paradigms that reached widespread adoption in recent years. These paradigms are...
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Collaborative Cloud-Edge Computing with Mixed Wireless and Wired Backhaul Links: Joint Task Offloading and Resource Allocation
Mobile Edge Computing (MEC) is a promising technology that provides computing services at the edge of wireless networks to reduce the latency and the...
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Hybrid Task Offloading for Serverless Computing in the Multi-edge-to-Cloud Environment
Serverless edge computing provides a lightweight and easily scalable new computing model for edge computing. However, its fine-grained tasks, short...
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Cloud-edge load balancing distributed protocol for IoE services using swarm intelligence
Rapid development of the Internet of Everything (IoE) and cloud services offer a vital role in the growth of smart applications. It provides...
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Fast DRL-based scheduler configuration tuning for reducing tail latency in edge-cloud jobs
Edge-cloud applications are rapidly prevailing in recent years and pose the challenge of using both resource-strenuous edge devices and elastic cloud...
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Planning Workflow Executions over the Edge-to-Cloud Continuum
In the ever growing field of Data Science, Cloud Computing is a well established computational paradigm, while Edge Computing is an emerging and...