The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)
Abstract The Internet of Things (IoT) tsunami, public embracement, and the ubiquitous
adoption of smart devices are affecting virtually every industry, directly or indirectly. The …
adoption of smart devices are affecting virtually every industry, directly or indirectly. The …
Fog function: Serverless fog computing for data intensive iot services
Fog computing can support IoT services with fast response time and low bandwidth usage
by moving computation from the cloud to edge devices. However, existing fog computing …
by moving computation from the cloud to edge devices. However, existing fog computing …
Towards knowledge infusion for robust and transferable machine learning in IoT
Machine learning (ML) applications in Internet of Things (IoT) scenarios face the issue that
supervision signals, such as labeled data, are scarce and expensive to obtain. For example …
supervision signals, such as labeled data, are scarce and expensive to obtain. For example …
Helix multi-layered: a context broker federation for an efficient cloud-to-things continuum
FH Cabrini, A de Castro Barros Filho, DB Maciel… - Annals of …, 2022 - Springer
Next-generation networks offer a flexible virtualized infrastructure that aligns back-end
platforms for the Internet of Things with the management and orchestration (MANO) …
platforms for the Internet of Things with the management and orchestration (MANO) …
Leveraging data-driven infrastructure management to facilitate AIOps for big data applications and operations
As institutions increasingly shift to distributed and containerized application deployments on
remote heterogeneous cloud/cluster infrastructures, the cost and difficulty of efficiently …
remote heterogeneous cloud/cluster infrastructures, the cost and difficulty of efficiently …
Weakly supervised reinforcement learning
A method for reinforcement machine learning uses a reinforcement learning system that has
an environment and an agent. The agent has a policy providing a mapping between states …
an environment and an agent. The agent has a policy providing a mapping between states …