Concepedia

Edge AI: A Taxonomy, Systematic Review and Future Directions

Sukhpal Singh Gill, Muhammed Golec, Jianmin Hu, Minxian Xu, Junhui Du, Huaming Wu, Guneet Kaur Walia, Subramaniam Subramanian Murugesan, B. Ali, Mohit Kumar,

Cluster Computing · 2024 · 147 citations · 142 references

Concepts

ComputingComputer ScienceArtificial IntelligenceEdge ComputingMachine LearningEdge AnalyticsEdge ArchitectureEdge Artificial IntelligenceEdge DetectionEdge NetworkingMobile Edge ComputingEdge Ai InferenceEdge Anomaly DetectionEdge CommunicationEdge IntelligenceEdge RoboticsEdge-ai IntegrationLearning-based Edge Detection

References

142

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 44.7K citations

Computing, Computer Science, Computer Vision +10

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin et al. · 2018 · 9K citations

Computing, Computer Science, Computer Vision +15

The Emergence of Edge Computing

Mahadev Satyanarayanan · Computer · 2017 · 2.5K citations

Computing, Cloud Computing, Computer Engineering +17

Lessons from applying the systematic literature review process within the software engineering domain

Pearl Brereton, Barbara Kitchenham, David Budgen et al. · Journal of Systems and Software · 2006 · 2.3K citations · Full text

Computing, Computer Science, Method Validation +9

Fog and IoT: An Overview of Research Opportunities

Mung Chiang, Tao Zhang · IEEE Internet of Things Journal · 2016 · 2.3K citations

Computing, Cloud Computing, Computer Science +17