Enabling and leveraging ai in the intelligent edge: A review of current trends and future directions

T Goethals, B Volckaert… - IEEE Open Journal of the …, 2021 - ieeexplore.ieee.org
The use of AI on Smart applications and in the organization of the network edge presents a
rapidly advancing research field, with a great variety of challenges and opportunities. This …

Latency and energy-awareness in data stream processing for edge based iot systems

E Oliveira, AR Rocha, M Mattoso, FC Delicato - Journal of Grid Computing, 2022 - Springer
LE-STREAM is a framework for IoT data stream processing. Data processing in IoT is
challenging due to its dynamic and heterogeneous nature, and the massive amount of …

CKN: An Edge AI Distributed Framework

S Withana, B Plale - … IEEE 19th International Conference on e …, 2023 - ieeexplore.ieee.org
The edge-cloud-HPC continuum is transformative for AI processing at the edge. With greater
availability of both edge and cloud resources, AI inference, training, and optimization can be …