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Pervasive AI for IoT applications: A survey on resource-efficient distributed artificial intelligence
Artificial intelligence (AI) has witnessed a substantial breakthrough in a variety of Internet of
Things (IoT) applications and services, spanning from recommendation systems and speech …
Things (IoT) applications and services, spanning from recommendation systems and speech …
A survey on collaborative DNN inference for edge intelligence
WQ Ren, YB Qu, C Dong, YQ **g, H Sun… - Machine Intelligence …, 2023 - Springer
With the vigorous development of artificial intelligence (AI), intelligence applications based
on deep neural networks (DNNs) have changed people's lifestyles and production …
on deep neural networks (DNNs) have changed people's lifestyles and production …
Socialized learning: A survey of the paradigm shift for edge intelligence in networked systems
Amidst the robust impetus from artificial intelligence (AI) and big data, edge intelligence (EI)
has emerged as a nascent computing paradigm, synthesizing AI with edge computing (EC) …
has emerged as a nascent computing paradigm, synthesizing AI with edge computing (EC) …
[HTML][HTML] Edge-oriented computing: A survey on research and use cases
Edge computing is a distributed computing paradigm such that client data are processed at
the periphery of the network, as close as possible to the originating source. Since the 21st …
the periphery of the network, as close as possible to the originating source. Since the 21st …
Multi-agent collaborative inference via DNN decoupling: Intermediate feature compression and edge learning
Recently, deploying deep neural network (DNN) models via collaborative inference, which
splits a pre-trained model into two parts and executes them on user equipment (UE) and …
splits a pre-trained model into two parts and executes them on user equipment (UE) and …
A survey on reliability and availability modeling of edge, fog, and cloud computing
During the past years, sending data to the cloud servers was a prominent trend, making the
cloud computing paradigm dominate the technology landscape. However, the internet of …
cloud computing paradigm dominate the technology landscape. However, the internet of …
[PDF][PDF] A survey on edge intelligence
Edge intelligence refers to a set of connected systems and devices for data collection,
caching, processing, and analysis in locations close to where data is captured based on …
caching, processing, and analysis in locations close to where data is captured based on …