Task-Offloading Optimization Using a Genetic Algorithm in Hybrid Fog Computing for the Internet of Drones [PDF]
SensorsResearch and development on task offloading over the Internet of Drones (IoD) has expanded rapidly in the last few years. Task offloading in a fog IoD environment is very challenging due to the high dynamics of the IoD topology, which cause intermittent ...
Mohamed Amine Attalah +3 more
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A Survey of Computation Offloading With Task Types
IEEE Transactions on Intelligent Transportation SystemsAccepted by IEEE Transactions on Intelligent Transportation ...
Siqi Zhang, Na Yi, Yi Ma
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Adaptive and intelligent customized deep Q-network for energy-efficient task offloading in mobile edge computing environments [PDF]
Scientific ReportsThe rapid expansion of edge-cloud infrastructures and latency-sensitive Internet of Things (IoT) applications has intensified the challenge of intelligent task offloading in dynamic and resource-constrained environments.
J. Anand, B. Karthikeyan
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Task offloading for multi-server edge computing in industrial Internet with joint load balance and fuzzy security [PDF]
Scientific ReportsThe industrial Internet revolutionizes traditional manufacturing through the incorporation of technologies such as real-time production optimization, big data analysis, etc.
Xiaomin Jin +3 more
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Energy-Aware Task Offloading in the Internet of Things
IEEE Wireless Communications, 2020 With the increasing demands of big data applications in the Internet of Things (IoT), various applications have emerged to provide mobile services for IoT devices. However, due to the increasing number of IoT devices, transmission delay, energy consumption, and heavy load become new challenges for offloading tasks.
Jiliang Li, Minghui Dai, Zhou
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Edge-Cloud Collaborative Task Offloading Mechanism Based on DDQN in Vehicular Networks [PDF]
Jisuanji gongcheng, 2022 Computation offloading is a promising scheme to alleviate the shortage of vehicle resources facing the explosive growth trend of data computation.Compared with studying cloud computing or edge computing separately, integrating with each other can realize
YU Jing, LU Lingyun, LI Xiang
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Research on Task-Oriented Computation Offloading Decision in Space-Air-Ground Integrated Network
Future Internet, 2021 In Space–Air–Ground Integrated Networks (SAGIN), computation offloading technology is a new way to improve the processing efficiency of node tasks and improve the limitation of computing storage resources.
Jun Liu, Xiaohui Lian, Chang Liu
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Assessing the Overhead of Offloading Compression Tasks [PDF]
49th International Conference on Parallel Processing - ICPP : Workshops, 2020 Exploring compression is increasingly promising as trade-off between computations and data movement. There are two main reasons: First, the gap between processing speed and I/O continues to grow, and technology trends indicate a continuation of this. Second, performance is determined by energy efficiency, and the overall power consumption is dominated ...
Promberger, Laura +2 more
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Modeling and Analysis of Security Information Flow in Mobile Edge Computing [PDF]
Jisuanji gongcheng, 2022 In Mobile Edge Computing(MEC), the identity of mobile terminal is complex and dynamic.For task unloading in high security field, it is necessary to track the unloaded tasks in real time and find abuse in time to ensure the security of task unloading ...
XIE Na, TAN Wenan, CAO Yan, ZHAO Lu
doaj +1 more source
Future Internet, 2022 In IoT (Internet of Things) edge computing, task offloading can lead to additional transmission delays and transmission energy consumption. To reduce the cost of resources required for task offloading and improve the utilization of server resources, in ...
Youpeng Tu +3 more
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